mirror of
https://github.com/kuhyx/testsAndMisc.git
synced 2026-11-10 19:27:03 +01:00
token_audit v2: dedup, subagents, per-model USD, snapshots+ledger; repo contract; dep bumps (fixes red freshness CI)
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
This commit is contained in:
parent
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.github/workflows/repo-contract.yml
vendored
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.github/workflows/repo-contract.yml
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name: repo-contract
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# The local pre-commit hook can be skipped (a fresh clone has no hooks), so the
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# contract is enforced on push too. Mirrors md-naming.yml.
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on:
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push:
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branches: [main]
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pull_request:
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workflow_dispatch:
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jobs:
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repo-contract:
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name: repo contract
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runs-on: ubuntu-latest
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steps:
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- uses: actions/checkout@v4
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- name: Check out the shared gate
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uses: actions/checkout@v4
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with:
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repository: kuhyx/utils
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path: .utils
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- name: Enforce the repo contract
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run: bash .utils/scripts/check_repo_contract.sh
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@ -348,13 +348,19 @@ repos:
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# on unrelated commits. Skips itself where ~/.claude is absent (CI).
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# on unrelated commits. Skips itself where ~/.claude is absent (CI).
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files: ^(linux_configuration/tests/test_session_autopsy_hooks\.py|meta/scripts/mutate_session_autopsy_hooks\.py)$
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files: ^(linux_configuration/tests/test_session_autopsy_hooks\.py|meta/scripts/mutate_session_autopsy_hooks\.py)$
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- id: ci-mirror
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- id: ci-mirror
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name: CI mirror (clean-venv install + --all-files + changed-pkg pytest)
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name: CI mirror (background; a failed verdict blocks the next push)
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entry: bash meta/scripts/ci_mirror.sh
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entry: bash meta/scripts/ci_mirror.sh
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language: system
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language: system
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pass_filenames: false
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pass_filenames: false
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always_run: true
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always_run: true
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require_serial: true
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require_serial: true
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stages: [pre-push]
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stages: [pre-push]
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- id: repo-contract
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name: repo contract (CLAUDE.md Commands + test_changed)
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entry: scripts/check_repo_contract.sh
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language: system
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pass_filenames: false
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files: ^(CLAUDE\.md|AGENTS\.md|scripts/test_changed\.sh)$
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# ===========================================================================
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# ===========================================================================
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# VULTURE - Dead code detection (disabled - doesn't work well with pre-commit)
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# VULTURE - Dead code detection (disabled - doesn't work well with pre-commit)
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18
AGENTS.md
18
AGENTS.md
@ -81,7 +81,14 @@ hooks travel with the repo. `.git/hooks/` is unused — **never run
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then `pre-commit run --hook-stage pre-commit`.
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then `pre-commit run --hook-stage pre-commit`.
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- **pre-push**: `pre-commit run --hook-stage pre-push` — `prettier` and
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- **pre-push**: `pre-commit run --hook-stage pre-push` — `prettier` and
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`ci-mirror`. `ci-mirror` runs a clean-venv install, `pre-commit run` over all
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`ci-mirror`. `ci-mirror` runs a clean-venv install, `pre-commit run` over all
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files, and pytest for changed packages.
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files, and pytest for changed packages — but **not on the push's critical
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path**. The push spawns a detached, niced worker and returns in well under a
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second; the worker records a verdict for the tree it checked. A recorded
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failure refuses the *next* push until the tree is verified in the foreground
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with `CI_MIRROR_SYNC=1 git push`, so a broken tree reaches GitHub at most
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once. A tree that already passed costs nothing to re-push.
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`prettier` caches its verdict per file content + prettier version + config,
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so unchanged files never start Node.
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Bootstrap a clone or new machine:
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Bootstrap a clone or new machine:
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@ -161,3 +168,12 @@ number of error codes, so it is weaker than the `strict = true` in the config.
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- `docs/superpowers/evidence/template.json` — evidence template
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- `docs/superpowers/evidence/template.json` — evidence template
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- `.github/workflows/` — `pre-commit`, `python-tests`, `shell-tests`, and one
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- `.github/workflows/` — `pre-commit`, `python-tests`, `shell-tests`, and one
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CI workflow per app
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CI workflow per app
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## Commands
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- run: n/a: monorepo of independent scripts and apps, no single entry point (see Repository Layout)
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- test: `python3 -m pytest -q -o addopts="--strict-markers --strict-config"`
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- test-changed: `scripts/test_changed.sh`
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- lint: `pre-commit run --hook-stage pre-commit`
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- coverage: `python3 -m pytest -q --cov=python_pkg --cov-branch --cov-report=xml -o addopts="--strict-markers --strict-config"`
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- coverage-gaps: `coverage-gaps coverage.xml`
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@ -0,0 +1,15 @@
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{
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"title": "token_audit v2 + repo contract in testsAndMisc",
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"objective": "token_audit measures deduplicated, subagent-inclusive, per-model USD spend over the window since the last snapshot and scores ledger levers; testsAndMisc satisfies the shared repo contract.",
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"acceptance_criteria": [
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"python_pkg/token_audit at 100% branch coverage, no suppressions, every file <= 250 lines",
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"Tests never write to ~/.claude/token-report (autouse conftest redirect)",
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"python3 -m python_pkg.token_audit --no-write runs and reports the window since the previous snapshot",
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"check_repo_contract.sh passes; dependency freshness --all passes"
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],
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"out_of_scope": [
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"~/.claude hooks and the /token-optimization skill (separate repo)",
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"Other packages' coverage"
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],
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"verifier": "pytest --cov-branch, pre-commit on changed files, CI on push"
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}
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@ -0,0 +1,48 @@
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{
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"intent": "Give the new signal-bot phone app (~/signal-bot/app) a launcher icon from the shared family, so it stops shipping the stock Flutter beach icon.",
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"scope": [
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"python_pkg/app_icons/_glyph_art_more.py - the new SVG fragment",
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"python_pkg/app_icons/glyphs.py - register the glyph in GLYPHS",
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"python_pkg/app_icons/apps.py - register the app so --app signalbot_remote passes argument validation",
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"Non-goal: no change to the shared accent #B8862E or the charcoal field; a glyph is distinguished by silhouette only",
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"Non-goal: no change to any existing app's icon",
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"Non-goal: the app itself, its Flutter code and its Cloudflare transport all live in ~/signal-bot and are committed there"
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],
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"changes": [
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"Added _REMOTE_WAVE: a filled handset (x=412..612, y=440..792, r=56) with two punched-out buttons (r=40 at 512,540 and 512,680) under a detached stroked arc (r=132 about 512,440, drawn 135deg to 45deg). Total ink y=272..792, x=383..641, inside the 560 safe box.",
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"The arc is detached from the body on purpose: an arc that meets the body is a padlock shackle, and padlock-closed is already in this family.",
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"The body is filled rather than stroked, for the same reason as _QUILL_NIB and _ANVIL: a 200-wide stroked body leaves a 56px interior at STROKE_WIDTH=72 and fills in solid at 48dp.",
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"Registered Glyph('remote-wave', ...) in GLYPHS and AppIcon(key='signalbot_remote', glyph='remote-wave', linux=False) in APPS, pointing at ~/signal-bot/app."
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],
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"verification": [
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{
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"command": "PYTHONPATH=~/testsAndMisc python3 -m python_pkg.app_icons list",
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"result": "pass",
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"evidence": "remote-wave appears under Glyphs; 'signalbot_remote #B8862E remote-wave /home/kuhy/signal-bot/app' appears under Apps."
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},
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{
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"command": "PYTHONPATH=~/testsAndMisc python3 -m python_pkg.app_icons generate --app signalbot_remote --android",
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"result": "pass",
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"evidence": "wrote 6 asset files to /home/kuhy/signal-bot/app/assets/icon and regenerated the Android mipmaps. The generator's safe-box and negative-space checks did not fire. A first attempt failed because flutter_launcher_icons was not yet in the app's pubspec; the config block was added and it then succeeded."
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},
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{
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"command": "visual review of the rendered preview sheet (full size, circle-masked, 48dp)",
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"result": "pass",
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"evidence": "Reads as a handset with a signal arc at all three sizes. The two buttons stay separate at 48dp (60px edge gap against MIN_NEGATIVE_SPACE=36) and the arc keeps it from reading as a domino."
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},
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{
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"command": "python3 -m coverage run --branch --source=python_pkg/app_icons -m pytest python_pkg/app_icons/tests",
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"result": "pass",
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"evidence": "44 passed; python_pkg/app_icons at 100% line and branch coverage. The registry invariants (every app references a real glyph, accents are shared, no glyph paints the background) iterate over APPS and GLYPHS, so the new entries are exercised by the existing tests."
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}
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],
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"risks": [
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"The glyph is new artwork, so only a visual check can confirm it reads correctly at 48dp. Mitigated by rendering and reviewing the actual preview sheet rather than trusting the SVG source.",
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"Not yet verified on the phone: kuhy's device is unavailable until 2026-09-10, so the launcher has not rendered this icon on real hardware.",
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"_glyph_art_more.py is now 160 lines. Together with _glyph_art.py it exists solely to stay under the 250-line cap, so a third file will be needed before long."
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],
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"rollback": [
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"git revert the commit. The three edits are additive - no existing glyph, app or shared token is touched - so a revert cannot change any other app's icon.",
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"After rollback, re-run 'python3 -m python_pkg.app_icons list' and confirm the remaining 16 glyphs still resolve. The already-generated PNGs in ~/signal-bot/app would then have no source in this repo, so revert that repo's icon commit too or regenerate from a restored glyph."
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]
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}
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@ -0,0 +1,51 @@
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{
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"intent": "Make `git push` return in well under a second instead of 22s-to-minutes, by taking the CI mirror off the push's critical path without giving up the guarantee it exists for.",
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"scope": [
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"meta/scripts/ci_mirror_async.sh - new: verdict bookkeeping, the detached worker, and the green-tree short-circuit moved here",
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"meta/scripts/ci_mirror.sh - main() gains three modes (worker / sync / async); the gates themselves are unchanged",
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".pre-commit-config.yaml - hook name now describes the background behaviour",
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"AGENTS.md (CLAUDE.md symlinks to it) - documents the new pre-push contract",
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"meta/requirements.txt - matplotlib 3.11.2, which went red on main after release",
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"Non-goal: changing which gates run or what they check. A verified tree is verified by exactly the same commands as before."
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],
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"changes": [
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"`git push` spawns a detached, niced (nice -n 19, ionice -c 3) worker for HEAD's tree and returns. Measured at 0.028s.",
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"The worker records a verdict of ok or fail for the tree it checked, plus the full log, under .ci-mirror-venv/verdicts/.",
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"A recorded failure refuses the NEXT push, printing the last 40 lines of the failing log and the foreground escape hatch, so a broken tree can reach GitHub at most once - where CI sees the same commit within minutes.",
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"CI_MIRROR_SYNC=1 restores the old blocking behaviour for a push that must be verified before it lands.",
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"Workers serialise on a flock rather than skipping when one is already in flight: skipping would have left a newly pushed tree permanently unverified, which was a hole in the first draft of this patch.",
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"The green-tree short-circuit is unchanged in behaviour - a tree that already passed still costs nothing to re-push."
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],
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"verification": [
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{
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"command": "PRE_COMMIT_FROM_REF=42e41319~1 PRE_COMMIT_TO_REF=42e41319 bash meta/scripts/ci_mirror.sh # async push path",
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"result": "pass",
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"evidence": "0.028s total, printing 'verification running in the background (tree 68346b01e46a)'; `pgrep` confirmed the detached worker was running after the command returned."
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},
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{
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"command": "block_on_previous_failure with a synthetic 'fail' verdict in an isolated VENV_DIR",
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"result": "pass",
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"evidence": "exit 1, the failing log's tail echoed to stderr, and the CI_MIRROR_SYNC=1 hint printed. With the verdict flipped to 'ok' the same call passes straight through."
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},
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{
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"command": "timing baseline before the change: bash meta/scripts/ci_mirror.sh with the green marker cleared",
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"result": "pass",
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"evidence": "22.6s for a 6-file scoped range with a warm venv; 70.8s when requirements.txt had changed and the clean venv was rebuilt. The clean worktree checkout itself is only 0.048s, so the cost is the verification work, not overhead."
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},
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{
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"command": "shellcheck -x -S warning meta/scripts/ci_mirror.sh meta/scripts/ci_mirror_async.sh",
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"result": "pass",
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"evidence": "no findings; shfmt applied. ci_mirror.sh is 244 lines, under the repo's 250-line cap."
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}
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],
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"risks": [
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"A commit that fails the mirror can reach GitHub once, before the verdict lands. This is the tradeoff kuhy chose explicitly over a 22s-to-minutes blocking push; GitHub CI and the next push both catch it.",
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"Several pushes in quick succession queue workers that serialise on the lock, so a verdict can lag the push by the length of the runs ahead of it. Each worker still checks its own tree.",
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"The worker is detached with setsid, so it survives the terminal that started it. It is niced and ionice idle, so it yields to interactive work, but it will still be running after the push prompt returns.",
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"Paths in ci_mirror_async.sh are computed in functions because the file is sourced before ci_mirror.sh defines VENV_DIR; defining them as readonly constants there would silently resolve to /verdicts."
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],
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"rollback": [
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"git revert the commit. ci_mirror.sh's main() returns to calling ensure_venv / run_gates_in_clean_worktree / record_tree_green inline, and pushes block again.",
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"After rollback, delete .ci-mirror-venv/verdicts/, which is then unused, and confirm `git push` still runs the gate in the foreground."
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]
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}
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@ -1,61 +0,0 @@
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{
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"intent": "Flatten linux_configuration by dissolving the scripts/ and single_use/ levels, cutting directory-depth violations nearly in half and making the depth-2 cap reachable.",
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"scope": [
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"linux_configuration/scripts/{features,fixes,utils,misc,fresh-install,feedback-appimage,lib,boot_recovery,diagnostics,gaming,meta,periodic_background} -> linux_configuration/<same>",
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"single_use's loose installer scripts -> linux_configuration/installers/",
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"single_use/lib/joplin_server.sh -> installers/, freeing lib/ for the shared library",
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"~90 files rewritten for the new paths; 16 $HOME symlinks repointed",
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"Non-goal: periodic_background/digital_wellbeing and hosts, deferred pending the guard-lib repoint"
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],
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"changes": [
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"git mv'd every category out of scripts/single_use/ and scripts/ up to linux_configuration/, then removed the two empty parents. scripts/tests/ held only an untracked __pycache__ and was deleted.",
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"Rewrote absolute references (linux_configuration/scripts/... -> linux_configuration/...) across 38 files, and relative ../scripts/X forms across the docs and harnesses that used them.",
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||||||
"Recomputed every relative `source` of lib/common.sh and lib/android.sh per file depth: 40 files were ../../ and 12 were ../../../, and the correct prefix differs by where the file now sits.",
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||||||
"Fixed REPO_ROOT in 7 fixes/lib/tests harnesses plus setup_syncyomi_guard.sh, which walked up four levels from a directory that is now two levels shallower.",
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"Repointed 16 symlinks in $HOME: the whole i3blocks bar, keepass-open, and two diagnostics tools.",
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||||||
"Fixed linux_configuration/.gitignore's two secret paths and meta/shell-coverage-allowlist.txt's joplin_server entry.",
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||||||
"Fixed linux_configuration/tests/conftest.py, whose sys.path entries for fast_count and the transcribe tools still named the old tree.",
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||||||
"Documented the new layout in AGENTS.md and removed the last stale billsplit references."
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],
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"verification": [
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{
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"command": "check_directory_depth.sh --all",
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"result": "pass (improvement)",
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"evidence": "248 -> 139 violations. Roughly 40 of the remainder are inside digital_wellbeing and hosts, which are deliberately deferred."
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},
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{
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"command": "resolve every '$SCRIPT_DIR/../lib/...' source against the filesystem",
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"result": "fail then pass",
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"evidence": "First sweep left 5 files in misc/testsAndMisc-bash pointing at ../../../lib/common.sh (they had a different prefix than the 40 already fixed). After the second pass every source resolves. Checked by testing the path on disk, not by reading the diff."
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||||||
},
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||||||
{
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"command": "run every lib/tests/run_all.sh",
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"result": "pass",
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"evidence": "8 of 9 pass. features/lib/tests fails 'REFUSING: must run under shell_coverage_jail.sh' -- confirmed identical in the pre-move baseline worktree, so it is the suite's jail requirement, not a regression. fixes/lib/tests DID regress (log_warn: command not found) and was fixed by correcting REPO_ROOT; it passes again."
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},
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{
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"command": "pytest_changed_packages.py",
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"result": "fail then pass",
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"evidence": "First run: 14 collection errors from conftest.py's stale sys.path. After the fix: 1798 passed, TOTAL coverage 100.00%."
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},
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{
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"command": "find ~ -maxdepth 4 -xtype l -lname '*testsAndMisc*'; then run the i3blocks scripts",
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"result": "fail then pass",
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"evidence": "16 broken symlinks immediately after the move, including the entire i3blocks bar. After repointing, zero broken, and cpu_monitor/memory/disk/time/volume all emit real output (e.g. '54°C, 1.18', '17.9GiB/30.4GiB')."
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||||||
},
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||||||
{
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||||||
"command": "git check-ignore on the two secret configs; check_shell_coverage.sh --all",
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||||||
"result": "pass",
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||||||
"evidence": "features/.wireguard_ssh.conf and .dufs_cloud.conf are still ignored after their gitignore paths changed. Coverage gate exits 0 and every allowlist entry names a file that exists."
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||||||
}
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||||||
],
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||||||
"risks": [
|
|
||||||
"This renames ~400 tracked files. Anything outside this repo and outside $HOME that hardcodes linux_configuration/scripts/... would break; report_live_state.sh covers systemd, /etc, /usr/local and $HOME symlinks, and all of those were checked.",
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||||||
"docs/superpowers/ artifacts still quote old paths. They are dated records of past work and were deliberately not rewritten.",
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||||||
"features/lib/tests remains jail-only. That predates this change but means one suite is not exercised by a bare run."
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],
|
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||||||
"rollback": [
|
|
||||||
"git revert restores the tree; the symlinks then need repointing back, which the same one-liner does with the substitution reversed.",
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|
||||||
"Re-run pytest_changed_packages.py and the lib/tests suites to confirm the restored state."
|
|
||||||
]
|
|
||||||
}
|
|
||||||
@ -1,37 +0,0 @@
|
|||||||
{
|
|
||||||
"intent": "Close a gap in the live-state inventory: scripts installed under /usr/local that hardcode repo paths were invisible to the checklist the restructure relies on.",
|
|
||||||
"scope": [
|
|
||||||
"meta/scripts/report_live_state.sh - new report_installed section scanning /usr/local/bin and /usr/local/lib",
|
|
||||||
"docs/restructure-live-state.md - regenerated",
|
|
||||||
"Non-goal: repointing the references it found; each travels with its own subsystem extraction"
|
|
||||||
],
|
|
||||||
"changes": [
|
|
||||||
"Added report_installed(), which greps /usr/local/bin and /usr/local/lib for the repo path and prints each hit with line numbers, matching the existing sections' shape and feeding the same --check exit code.",
|
|
||||||
"Regenerated the inventory doc and folded in current depth-cap progress."
|
|
||||||
],
|
|
||||||
"verification": [
|
|
||||||
{
|
|
||||||
"command": "./meta/scripts/report_live_state.sh",
|
|
||||||
"result": "pass",
|
|
||||||
"evidence": "Found 3 installed scripts naming repo paths that no prior section reported: /usr/local/bin/periodic-system-maintenance.sh (3 paths into digital_wellbeing and hosts), /usr/local/bin/hosts-file-monitor.sh (1 into hosts), /usr/local/bin/wsg-grabber (PYTHONPATH into the repo root)."
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"command": "./meta/scripts/report_live_state.sh --check; echo $?",
|
|
||||||
"result": "pass",
|
|
||||||
"evidence": "Exit 1, correct while references remain; the new section participates in the same aggregate."
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"command": "shellcheck meta/scripts/report_live_state.sh",
|
|
||||||
"result": "pass",
|
|
||||||
"evidence": "Clean, no findings at any severity."
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"risks": [
|
|
||||||
"The scan covers /usr/local/bin and /usr/local/lib. A reference installed elsewhere on PATH would still be missed; those two are where this machine's installers write.",
|
|
||||||
"periodic-system-maintenance.sh runs hourly and names install scripts in two subsystems that are about to move, so those extractions must reinstall it rather than only editing the repo copy."
|
|
||||||
],
|
|
||||||
"rollback": [
|
|
||||||
"git revert; the section is additive and nothing depends on its output yet.",
|
|
||||||
"Re-run report_live_state.sh to confirm the remaining sections still report."
|
|
||||||
]
|
|
||||||
}
|
|
||||||
@ -1,46 +0,0 @@
|
|||||||
{
|
|
||||||
"intent": "Close the file-length cap's blind spot for extensionless scripts, and split the one file that had been hiding in it: boot_recovery/boot-repair at 756 lines.",
|
|
||||||
"scope": [
|
|
||||||
"meta/scripts/check_file_length.sh - is_source_file() now also matches extensionless files with a shebang",
|
|
||||||
"linux_configuration/boot_recovery/boot-repair 756 -> 218 lines",
|
|
||||||
"New: lib/{discovery,repair_fs,repair_kernel,modes}.sh",
|
|
||||||
"One real bug fixed: an unquoted expansion that was invisible while the file escaped linting"
|
|
||||||
],
|
|
||||||
"changes": [
|
|
||||||
"is_source_file() previously required a dot in the filename, so every extensionless executable escaped the cap. It now reads the first two bytes and accepts a shebang, which catches boot-repair while still skipping data files like i3/config.",
|
|
||||||
"Split boot-repair along its own section markers into four sourced libraries: discovery (paths, kernel, ESP, mount state), repair_fs, repair_kernel, and modes.",
|
|
||||||
"The end-of-run report block stays INLINE deliberately. It is top-level code with exit calls, not function definitions; sourcing it changed control flow and 30 of 42 tests failed. The lib headers record that.",
|
|
||||||
"Quoted $ESP_MOUNTPOINT in clean_shadow_files. shellcheck could not see the readonly declaration once the function moved to a library, which exposed a genuine SC2086 that the monolith had been hiding."
|
|
||||||
],
|
|
||||||
"verification": [
|
|
||||||
{
|
|
||||||
"command": "bash linux_configuration/boot_recovery/tests/test_boot_repair.sh",
|
|
||||||
"result": "pass",
|
|
||||||
"evidence": "42 passed, 0 failed - the same count as before the split. These run the real script against throwaway fixture root trees, so they exercise the sourcing chain end to end."
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"command": "meta/scripts/verify_shell_split.sh HEAD <old> <new>...",
|
|
||||||
"result": "pass",
|
|
||||||
"evidence": "31 of 32 functions byte-identical. The single difference is clean_shadow_files, which is the intended quoting fix and nothing else - the tool names the function, so the change is auditable rather than assumed."
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"command": "shellcheck on the entry script and all four libs",
|
|
||||||
"result": "pass",
|
|
||||||
"evidence": "Clean at every severity, with no suppression added."
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"command": "bash meta/scripts/check_file_length.sh --all",
|
|
||||||
"result": "fail then pass",
|
|
||||||
"evidence": "Immediately after widening the predicate: '756 linux_configuration/boot_recovery/boot-repair (+506)'. After the split: 'all checked files are within 250 lines'. The other extensionless scripts (.githooks/pre-commit 119, dwm/bin/* 79/41/30) were already under."
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"risks": [
|
|
||||||
"boot-repair is UEFI/ESP tooling and the vmbox guest is BIOS/GRUB, so a sandbox pass would be actively misleading here - per the vmbox skill's own warning. The fixture suite is the real evidence, and it runs the script against synthetic root trees rather than the live boot path.",
|
|
||||||
"live_test.sh needs root and was not run; it also required root before this change.",
|
|
||||||
"The report block remaining inline means boot-repair cannot go much below 218 lines without restructuring its control flow, which is not worth the risk on this file."
|
|
||||||
],
|
|
||||||
"rollback": [
|
|
||||||
"git revert restores the monolith and the narrower predicate together.",
|
|
||||||
"Re-run tests/test_boot_repair.sh and expect 42 passed."
|
|
||||||
]
|
|
||||||
}
|
|
||||||
@ -0,0 +1,41 @@
|
|||||||
|
{
|
||||||
|
"intent": "token_audit reports real spend: deduplicated per-message usage, subagent sidechains included, per-model USD, time-windowed snapshots + lever ledger scored by /token-optimization; testsAndMisc gets the shared repo contract (CLAUDE.md Commands, scripts/test_changed.sh, CI gate) and newest-stable pins.",
|
||||||
|
"scope": [
|
||||||
|
"python_pkg/token_audit: records, discover, pricing (+prices.json), history, breakdown, recommend, review, turns (new); parse, model, __main__ (edited); tests for every module",
|
||||||
|
"repo contract: scripts/check_repo_contract.sh, scripts/test_changed.sh, .github/workflows/repo-contract.yml, AGENTS.md Commands, pre-commit hook",
|
||||||
|
"meta/requirements.txt: pylint 4.1.2, websockets 17.2, pyflakes 4.0.2 (main CI was red on freshness)",
|
||||||
|
"Rides along from other sessions: ci_mirror async (own evidence JSON 2026-09-11), app-icons evidence, endurain_import duplicate ADB_SERIAL_ENV block removed",
|
||||||
|
"Non-goal: changing the hooks in ~/.claude that consume these reports"
|
||||||
|
],
|
||||||
|
"changes": [
|
||||||
|
"Usage is counted once per API message id (transcripts repeat it per content block: 1.9x overcount before)",
|
||||||
|
"Subagent transcripts are discovered and attributed (were 35% of spend and invisible)",
|
||||||
|
"Each run analyses only records after the previous snapshot, writes history/<ts>.json and scores ledger levers against it; usd_per_commit metric",
|
||||||
|
"history.py resolves REPORT_DIR at call time so tests redirect it; parse split into parse + turns to stay under 250 lines and complexity 10; Breakdown groups tallies (old attribute names kept as properties)"
|
||||||
|
],
|
||||||
|
"verification": [
|
||||||
|
{
|
||||||
|
"command": "~/.claude/scripts/capped.sh python3 -m pytest python_pkg/token_audit python_pkg/endurain_import -q --cov-branch",
|
||||||
|
"result": "pass",
|
||||||
|
"evidence": "291 passed; every python_pkg/token_audit module at 100% line+branch coverage (1108 stmts, 260 branches, 0 missed)"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"command": "~/.claude/scripts/capped.sh python3 -m python_pkg.token_audit --no-write",
|
||||||
|
"result": "pass",
|
||||||
|
"evidence": "Analysed 20-24 sessions in 0.15s; window starts at the previous snapshot; ~/.claude/token-report file list and mtimes unchanged by the test suite"
|
||||||
|
},
|
||||||
|
{
|
||||||
|
"command": "scripts/check_dependency_freshness.sh --all",
|
||||||
|
"result": "pass",
|
||||||
|
"evidence": "after bumping pylint, websockets, pyflakes (flake8 7.4.1 allows pyflakes <4.1.0)"
|
||||||
|
}
|
||||||
|
],
|
||||||
|
"risks": [
|
||||||
|
"Absolute USD figures before 2026-10-04 double-counted ~1.9x; comparisons across that date are rate-only.",
|
||||||
|
"prices.json must be updated when Anthropic prices change; unknown models price at 0 and are listed."
|
||||||
|
],
|
||||||
|
"rollback": [
|
||||||
|
"git revert <this commit>: token_audit v1 report format returns; no data migration needed",
|
||||||
|
"Snapshots under ~/.claude/token-report/history are additive and can stay"
|
||||||
|
]
|
||||||
|
}
|
||||||
@ -185,20 +185,36 @@ repos:
|
|||||||
# Was on pre-push, but force-push diffs caused full-repo scans + OOM.
|
# Was on pre-push, but force-push diffs caused full-repo scans + OOM.
|
||||||
# ===========================================================================
|
# ===========================================================================
|
||||||
- repo: https://github.com/pylint-dev/pylint
|
- repo: https://github.com/pylint-dev/pylint
|
||||||
rev: v3.3.2
|
rev: v4.0.8
|
||||||
hooks:
|
hooks:
|
||||||
- id: pylint
|
- id: pylint
|
||||||
stages: [pre-commit]
|
stages: [pre-commit]
|
||||||
args:
|
args:
|
||||||
- --rcfile=pyproject.toml
|
- --rcfile=pyproject.toml
|
||||||
- --fail-under=8.0
|
- --fail-under=10
|
||||||
- --jobs=0
|
- --jobs=0
|
||||||
|
# Every third-party import a linted source file makes, pinned as in
|
||||||
|
# meta/requirements.txt: pylint scores each unresolved one as
|
||||||
|
# import-error, which is a config gap dressed up as a code defect.
|
||||||
additional_dependencies:
|
additional_dependencies:
|
||||||
- pytest
|
- pytest
|
||||||
- python-chess
|
- python-chess
|
||||||
- requests
|
- requests
|
||||||
- pygame
|
- pygame
|
||||||
exclude: ^(Bash/|\.venv/)
|
- anthropic==1.5.0
|
||||||
|
- beautifulsoup4==4.15.0
|
||||||
|
- defusedxml==0.7.1
|
||||||
|
- markdownify==1.2.3
|
||||||
|
- numpy==2.5.3
|
||||||
|
- pillow==12.3.0
|
||||||
|
- rich==15.0.0
|
||||||
|
- typer==0.27.2
|
||||||
|
# Test suites are ruff's; pylint grades source. The rcfile's
|
||||||
|
# `ignore = ["tests"]` cannot do this on its own -- it matches only
|
||||||
|
# the basename of what pylint is handed, and pre-commit hands it
|
||||||
|
# explicit file paths -- so the exclusion lives here, as in the root
|
||||||
|
# config.
|
||||||
|
exclude: ^(Bash/|\.venv/)|(^|/)(tests/|conftest\.py)
|
||||||
|
|
||||||
# ===========================================================================
|
# ===========================================================================
|
||||||
# BANDIT - Security linter (per-commit on changed files only)
|
# BANDIT - Security linter (per-commit on changed files only)
|
||||||
|
|||||||
@ -60,9 +60,9 @@ pre-commit==4.6.2
|
|||||||
prospector==1.19.1
|
prospector==1.19.1
|
||||||
pycodestyle==2.15.0
|
pycodestyle==2.15.0
|
||||||
pydocstyle==6.3.0
|
pydocstyle==6.3.0
|
||||||
pyflakes==4.0.1
|
pyflakes==4.0.2
|
||||||
pygame==2.6.1
|
pygame==2.6.1
|
||||||
pylint==4.1.1
|
pylint==4.1.2
|
||||||
pyright==1.1.414
|
pyright==1.1.414
|
||||||
pytest==9.1.1
|
pytest==9.1.1
|
||||||
pytest-cov==7.1.0
|
pytest-cov==7.1.0
|
||||||
@ -89,4 +89,4 @@ types-PyYAML==6.0.12.20260906
|
|||||||
types-requests==2.33.0.20260906
|
types-requests==2.33.0.20260906
|
||||||
types-setuptools==84.0.0.20260812
|
types-setuptools==84.0.0.20260812
|
||||||
typing_extensions==4.16.0 # Self annotation on py310 target (session_autopsy store lock)
|
typing_extensions==4.16.0 # Self annotation on py310 target (session_autopsy store lock)
|
||||||
websockets==17.1
|
websockets==17.2
|
||||||
|
|||||||
@ -44,9 +44,9 @@ source "$ROOT/meta/scripts/ci_mirror_range.sh"
|
|||||||
source "$ROOT/meta/scripts/ci_mirror_shell.sh"
|
source "$ROOT/meta/scripts/ci_mirror_shell.sh"
|
||||||
# shellcheck source=meta/scripts/ci_mirror_mem.sh
|
# shellcheck source=meta/scripts/ci_mirror_mem.sh
|
||||||
source "$ROOT/meta/scripts/ci_mirror_mem.sh"
|
source "$ROOT/meta/scripts/ci_mirror_mem.sh"
|
||||||
|
source "$ROOT/meta/scripts/ci_mirror_async.sh"
|
||||||
|
|
||||||
# Records the tree hash of the last fully-green run; see tree_cache_*.
|
# Records the tree hash of the last fully-green run; see tree_cache_*.
|
||||||
readonly GREEN_CACHE="$ROOT/.ci-mirror-venv/.last-green-tree"
|
|
||||||
|
|
||||||
LOGDIR=""
|
LOGDIR=""
|
||||||
|
|
||||||
@ -211,23 +211,14 @@ run_python_gate() {
|
|||||||
(cd "$CHECKOUT" && "$VENV_DIR/bin/python" meta/scripts/pytest_changed_packages.py "${args[@]}")
|
(cd "$CHECKOUT" && "$VENV_DIR/bin/python" meta/scripts/pytest_changed_packages.py "${args[@]}")
|
||||||
}
|
}
|
||||||
|
|
||||||
# Short-circuit a re-push of a tree that already passed.
|
# The gates themselves, shared by the foreground, background and sync paths.
|
||||||
#
|
# The green-tree short-circuit and the verdict bookkeeping they depend on
|
||||||
# Keyed on the whole-repo tree hash of HEAD, so it self-invalidates when
|
# live in ci_mirror_async.sh.
|
||||||
# anything in the tree changes -- including the gate's own scripts. A rebase
|
run_full_gate() {
|
||||||
# that lands the identical tree, or a retried push after a network failure,
|
ensure_venv
|
||||||
# then costs nothing. The record lives inside .ci-mirror-venv/ (already
|
run_gates_in_clean_worktree
|
||||||
# gitignored) so it never shows up in `git status` or a jail fingerprint.
|
record_tree_green
|
||||||
tree_is_known_green() {
|
log "all CI gates passed locally — safe to push"
|
||||||
local head_tree stored
|
|
||||||
head_tree="$(git -C "$ROOT" rev-parse 'HEAD^{tree}')"
|
|
||||||
[[ -f "$GREEN_CACHE" ]] || return 1
|
|
||||||
stored="$(cat "$GREEN_CACHE")"
|
|
||||||
[[ "$head_tree" == "$stored" ]]
|
|
||||||
}
|
|
||||||
|
|
||||||
record_tree_green() {
|
|
||||||
git -C "$ROOT" rev-parse 'HEAD^{tree}' >"$GREEN_CACHE" 2>/dev/null || true
|
|
||||||
}
|
}
|
||||||
|
|
||||||
main() {
|
main() {
|
||||||
@ -236,10 +227,18 @@ main() {
|
|||||||
log "this exact tree already passed the full gate — nothing to redo"
|
log "this exact tree already passed the full gate — nothing to redo"
|
||||||
exit 0
|
exit 0
|
||||||
fi
|
fi
|
||||||
ensure_venv
|
if [[ "${CI_MIRROR_WORKER:-}" == "1" ]]; then
|
||||||
run_gates_in_clean_worktree
|
run_as_worker
|
||||||
record_tree_green
|
exit 0
|
||||||
log "all CI gates passed locally — safe to push"
|
fi
|
||||||
|
# A previous background run that failed blocks this push, whichever mode
|
||||||
|
# the user then chooses.
|
||||||
|
block_on_previous_failure
|
||||||
|
if [[ "${CI_MIRROR_SYNC:-}" == "1" ]]; then
|
||||||
|
run_full_gate
|
||||||
|
exit 0
|
||||||
|
fi
|
||||||
|
spawn_worker
|
||||||
}
|
}
|
||||||
|
|
||||||
main "$@"
|
main "$@"
|
||||||
|
|||||||
104
meta/scripts/ci_mirror_async.sh
Executable file
104
meta/scripts/ci_mirror_async.sh
Executable file
@ -0,0 +1,104 @@
|
|||||||
|
#!/bin/bash
|
||||||
|
|
||||||
|
# ============================================================================
|
||||||
|
# ci_mirror_async.sh — run the CI mirror off the push's critical path.
|
||||||
|
#
|
||||||
|
# Sourced by ci_mirror.sh; not executable on its own. Paths are computed in
|
||||||
|
# functions, not at source time: this file is sourced before ci_mirror.sh
|
||||||
|
# defines VENV_DIR.
|
||||||
|
#
|
||||||
|
# The mirror is real verification: a clean venv, pre-commit over the push
|
||||||
|
# range (or every file when the gate's own config changed) and pytest. That
|
||||||
|
# is ~22s for an ordinary push, ~70s when requirements.txt moves, minutes for
|
||||||
|
# a full sweep. None of it caches down to a second, because it is work rather
|
||||||
|
# than overhead.
|
||||||
|
#
|
||||||
|
# So it stops blocking the push. `git push` spawns a detached, niced worker
|
||||||
|
# and returns; the worker records a verdict for the tree it checked. The
|
||||||
|
# guarantee is kept one push later: a recorded failure refuses the next push
|
||||||
|
# until the tree is verified in the foreground, so a broken tree reaches
|
||||||
|
# GitHub at most once — where CI sees the same commit within minutes anyway.
|
||||||
|
#
|
||||||
|
# Escape hatch: CI_MIRROR_SYNC=1 git push verify now, in the foreground.
|
||||||
|
# ============================================================================
|
||||||
|
|
||||||
|
verdict_dir() { printf '%s/verdicts' "$VENV_DIR"; }
|
||||||
|
last_verdict_file() { printf '%s/last' "$(verdict_dir)"; }
|
||||||
|
worker_lock() { printf '%s/.worker.lock' "$VENV_DIR"; }
|
||||||
|
green_cache() { printf '%s/.last-green-tree' "$VENV_DIR"; }
|
||||||
|
head_tree() { git -C "$ROOT" rev-parse 'HEAD^{tree}'; }
|
||||||
|
|
||||||
|
# A tree that already passed the full gate needs nothing redone.
|
||||||
|
tree_is_known_green() {
|
||||||
|
local stored
|
||||||
|
[[ -f "$(green_cache)" ]] || return 1
|
||||||
|
stored="$(cat "$(green_cache)")"
|
||||||
|
[[ "$(head_tree)" == "$stored" ]]
|
||||||
|
}
|
||||||
|
|
||||||
|
record_tree_green() {
|
||||||
|
head_tree >"$(green_cache)" 2>/dev/null || true
|
||||||
|
}
|
||||||
|
|
||||||
|
# A verdict is "<state> <tree> <logfile>"; only completed runs write one.
|
||||||
|
record_verdict() {
|
||||||
|
mkdir -p "$(verdict_dir)"
|
||||||
|
printf '%s %s %s\n' "$1" "$2" "$3" >"$(last_verdict_file)"
|
||||||
|
}
|
||||||
|
|
||||||
|
# Fail closed one push late.
|
||||||
|
block_on_previous_failure() {
|
||||||
|
local file state tree logfile
|
||||||
|
file="$(last_verdict_file)"
|
||||||
|
[[ -f "$file" ]] || return 0
|
||||||
|
read -r state tree logfile <"$file"
|
||||||
|
[[ "$state" == "fail" ]] || return 0
|
||||||
|
log "the previous background mirror FAILED (tree ${tree:0:12})"
|
||||||
|
if [[ -f "$logfile" ]]; then
|
||||||
|
tail -n 40 "$logfile" >&2
|
||||||
|
fi
|
||||||
|
log "refusing to push on top of a failed verification"
|
||||||
|
log "re-verify in the foreground with: CI_MIRROR_SYNC=1 git push"
|
||||||
|
exit 1
|
||||||
|
}
|
||||||
|
|
||||||
|
# The worker inherits the push range, so it checks exactly what the push did.
|
||||||
|
spawn_worker() {
|
||||||
|
local tree logfile
|
||||||
|
tree="$(head_tree)"
|
||||||
|
logfile="$(verdict_dir)/${tree}.log"
|
||||||
|
mkdir -p "$(verdict_dir)"
|
||||||
|
|
||||||
|
# Always spawn: run_as_worker takes the lock and blocks, so workers
|
||||||
|
# serialise rather than compete, and every pushed tree gets its own
|
||||||
|
# verdict. Skipping the spawn while another run was in flight would
|
||||||
|
# leave the newer tree unverified for good.
|
||||||
|
setsid nice -n 19 ionice -c 3 env \
|
||||||
|
CI_MIRROR_WORKER=1 \
|
||||||
|
CI_MIRROR_TREE="$tree" \
|
||||||
|
CI_MIRROR_LOG="$logfile" \
|
||||||
|
PRE_COMMIT_FROM_REF="${PRE_COMMIT_FROM_REF:-}" \
|
||||||
|
PRE_COMMIT_TO_REF="${PRE_COMMIT_TO_REF:-}" \
|
||||||
|
bash "$ROOT/meta/scripts/ci_mirror.sh" >/dev/null 2>&1 </dev/null &
|
||||||
|
disown
|
||||||
|
|
||||||
|
log "verification running in the background (tree ${tree:0:12})"
|
||||||
|
log "log: $logfile — a failure blocks the next push"
|
||||||
|
}
|
||||||
|
|
||||||
|
# The detached worker: same gates, but its exit state becomes the verdict
|
||||||
|
# rather than the push's.
|
||||||
|
run_as_worker() {
|
||||||
|
local tree logfile
|
||||||
|
tree="${CI_MIRROR_TREE:-$(head_tree)}"
|
||||||
|
logfile="${CI_MIRROR_LOG:-$(verdict_dir)/${tree}.log}"
|
||||||
|
mkdir -p "$(verdict_dir)"
|
||||||
|
(
|
||||||
|
flock 9
|
||||||
|
if run_full_gate >"$logfile" 2>&1; then
|
||||||
|
record_verdict ok "$tree" "$logfile"
|
||||||
|
else
|
||||||
|
record_verdict fail "$tree" "$logfile"
|
||||||
|
fi
|
||||||
|
) 9>"$(worker_lock)"
|
||||||
|
}
|
||||||
@ -28,11 +28,6 @@ _logger = logging.getLogger(__name__)
|
|||||||
PHONE_EXPORT_DIR = "/sdcard/Documents/RunnerUp"
|
PHONE_EXPORT_DIR = "/sdcard/Documents/RunnerUp"
|
||||||
ACTIVITY_SUFFIXES = (".tcx", ".gpx", ".fit")
|
ACTIVITY_SUFFIXES = (".tcx", ".gpx", ".fit")
|
||||||
_ADB_TIMEOUT = 60
|
_ADB_TIMEOUT = 60
|
||||||
# Pins which phone to pull from when more than one device is attached.
|
|
||||||
# Without it every adb call fails with "more than one device/emulator" --
|
|
||||||
# silently, as a warning on a path nobody watches -- the moment a second
|
|
||||||
# device shows up. Left unset, the single attached device is used.
|
|
||||||
ADB_SERIAL_ENV = "ENDURAIN_ADB_SERIAL"
|
|
||||||
# Pins which phone to pull from when more than one device is attached. Without
|
# Pins which phone to pull from when more than one device is attached. Without
|
||||||
# it every adb call fails with "more than one device/emulator" -- silently, as
|
# it every adb call fails with "more than one device/emulator" -- silently, as
|
||||||
# a warning on the fallback path -- the moment a second device (a spare handset,
|
# a warning on the fallback path -- the moment a second device (a spare handset,
|
||||||
|
|||||||
@ -15,7 +15,17 @@ import sys
|
|||||||
import time
|
import time
|
||||||
from typing import TYPE_CHECKING
|
from typing import TYPE_CHECKING
|
||||||
|
|
||||||
from python_pkg.token_audit import attribute, imagecost, parse, report
|
from python_pkg.token_audit import (
|
||||||
|
attribute,
|
||||||
|
breakdown,
|
||||||
|
discover,
|
||||||
|
history,
|
||||||
|
imagecost,
|
||||||
|
parse,
|
||||||
|
pricing,
|
||||||
|
report,
|
||||||
|
review,
|
||||||
|
)
|
||||||
|
|
||||||
if TYPE_CHECKING:
|
if TYPE_CHECKING:
|
||||||
from python_pkg.token_audit.model import Session
|
from python_pkg.token_audit.model import Session
|
||||||
@ -72,6 +82,11 @@ def _build_parser() -> argparse.ArgumentParser:
|
|||||||
action="store_true",
|
action="store_true",
|
||||||
help="print the machine-readable snapshot instead of the table",
|
help="print the machine-readable snapshot instead of the table",
|
||||||
)
|
)
|
||||||
|
parser.add_argument(
|
||||||
|
"--recommend",
|
||||||
|
action="store_true",
|
||||||
|
help="append rule-based candidate levers to the report",
|
||||||
|
)
|
||||||
parser.add_argument(
|
parser.add_argument(
|
||||||
"--no-write",
|
"--no-write",
|
||||||
action="store_true",
|
action="store_true",
|
||||||
@ -83,13 +98,14 @@ def _build_parser() -> argparse.ArgumentParser:
|
|||||||
def _collect(root: Path, since: float, until: float) -> list[Session]:
|
def _collect(root: Path, since: float, until: float) -> list[Session]:
|
||||||
"""Load and annotate every transcript inside the window."""
|
"""Load and annotate every transcript inside the window."""
|
||||||
sessions: list[Session] = []
|
sessions: list[Session] = []
|
||||||
for path in parse.find_transcripts(root, since, until):
|
window = (since, until)
|
||||||
session = parse.load_session(path)
|
for path in discover.find_transcripts(root, since):
|
||||||
|
session = parse.load_session(path, window)
|
||||||
if not session.turns:
|
if not session.turns:
|
||||||
continue
|
continue
|
||||||
# Re-walk the file for image cost: it needs the interleaved event order
|
# Re-walk the file for image cost: it needs the interleaved event order
|
||||||
# that load_session flattens into separate lists.
|
# that load_session flattens into separate lists.
|
||||||
imagecost.annotate(session, parse.iter_events(path))
|
imagecost.annotate(session, parse.iter_events(path, window))
|
||||||
sessions.append(session)
|
sessions.append(session)
|
||||||
return sessions
|
return sessions
|
||||||
|
|
||||||
@ -99,9 +115,15 @@ def main(argv: list[str] | None = None) -> int:
|
|||||||
args = _build_parser().parse_args(argv)
|
args = _build_parser().parse_args(argv)
|
||||||
started = time.monotonic()
|
started = time.monotonic()
|
||||||
until = args.until if args.until is not None else time.time()
|
until = args.until if args.until is not None else time.time()
|
||||||
since = (
|
# Default start: where the previous analysis ended, so repeated runs tile
|
||||||
args.since if args.since is not None else until - args.days * SECONDS_PER_DAY
|
# time without gaps or overlap. --days applies only on the very first run.
|
||||||
)
|
last_end = history.default_since(args.out)
|
||||||
|
if args.since is not None:
|
||||||
|
since = args.since
|
||||||
|
elif last_end is not None:
|
||||||
|
since = last_end
|
||||||
|
else:
|
||||||
|
since = until - args.days * SECONDS_PER_DAY
|
||||||
|
|
||||||
sessions = _collect(args.root, since, until)
|
sessions = _collect(args.root, since, until)
|
||||||
if not sessions:
|
if not sessions:
|
||||||
@ -112,11 +134,25 @@ def main(argv: list[str] | None = None) -> int:
|
|||||||
drift = attribute.reconcile(totals, sessions)
|
drift = attribute.reconcile(totals, sessions)
|
||||||
window = report.Window(since=since, until=until)
|
window = report.Window(since=since, until=until)
|
||||||
snap = report.snapshot(totals, axes, window, len(sessions))
|
snap = report.snapshot(totals, axes, window, len(sessions))
|
||||||
previous = report.load_previous(args.out)
|
priced = breakdown.build(sessions, pricing.load())
|
||||||
markdown = report.render(totals, axes, window, sessions, snap, previous)
|
snap["v"] = review.SNAPSHOT_VERSION
|
||||||
|
snap["effective_window"] = {"since": priced.earliest, "until": priced.latest}
|
||||||
|
snap["metrics"] = breakdown.metrics(priced) | review.extra_metrics(totals, axes)
|
||||||
|
previous = history.last_snapshot(args.out)
|
||||||
|
markdown = report.render(totals, axes, window, sessions, snap, None)
|
||||||
|
markdown += "\n".join(
|
||||||
|
[
|
||||||
|
"",
|
||||||
|
*breakdown.render(priced),
|
||||||
|
"",
|
||||||
|
*review.render(snap, previous, levers=args.recommend),
|
||||||
|
"",
|
||||||
|
],
|
||||||
|
)
|
||||||
|
|
||||||
if not args.no_write:
|
if not args.no_write:
|
||||||
written = report.write(markdown, snap, args.out)
|
written = report.write(markdown, snap, args.out)
|
||||||
|
history.save_snapshot(snap, args.out)
|
||||||
sys.stderr.write(f"Wrote {written}\n")
|
sys.stderr.write(f"Wrote {written}\n")
|
||||||
|
|
||||||
sys.stdout.write(json.dumps(snap, indent=2) if args.json else markdown)
|
sys.stdout.write(json.dumps(snap, indent=2) if args.json else markdown)
|
||||||
|
|||||||
242
python_pkg/token_audit/breakdown.py
Normal file
242
python_pkg/token_audit/breakdown.py
Normal file
@ -0,0 +1,242 @@
|
|||||||
|
"""Dollar-denominated metrics: per model, per subagent, per call position.
|
||||||
|
|
||||||
|
:mod:`attribute` answers "where did the weighted tokens go"; this module puts
|
||||||
|
list-price dollars on the same sessions so that model choice becomes visible,
|
||||||
|
and computes the flat ``metrics`` dict every snapshot stores. Ledger entries
|
||||||
|
name a key in that dict, so a key here is a contract -- rename one and old
|
||||||
|
ledger lines silently become "unmeasured".
|
||||||
|
"""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from collections import Counter
|
||||||
|
from dataclasses import dataclass, field, replace
|
||||||
|
from pathlib import Path
|
||||||
|
from typing import TYPE_CHECKING
|
||||||
|
|
||||||
|
from python_pkg.token_audit.pricing import usd
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from collections.abc import Sequence
|
||||||
|
|
||||||
|
from python_pkg.token_audit.model import Session
|
||||||
|
from python_pkg.token_audit.pricing import PriceBook
|
||||||
|
|
||||||
|
SECONDS_PER_DAY = 86400
|
||||||
|
# Context size above which a call is "over budget" -- the session gate blocks
|
||||||
|
# here. Measured 2026-10-04: per-call cost 21k weighted for calls 1-100 versus
|
||||||
|
# 51k for calls 201-400, driven by context size, not by call count.
|
||||||
|
CONTEXT_BUDGET = 300_000
|
||||||
|
# Model a mechanical subagent would move to; used only to size that lever.
|
||||||
|
CHEAPER_MODEL = "claude-sonnet-5-5"
|
||||||
|
# Call-position buckets for the cost curve (upper bounds, inclusive).
|
||||||
|
BUCKETS: tuple[int, ...] = (100, 200, 400, 600, 1000)
|
||||||
|
|
||||||
|
|
||||||
|
@dataclass
|
||||||
|
class Tally:
|
||||||
|
"""Dollars and API calls accumulated along one axis."""
|
||||||
|
|
||||||
|
usd: float = 0.0
|
||||||
|
calls: int = 0
|
||||||
|
|
||||||
|
def add(self, cost: float) -> None:
|
||||||
|
"""Count one call costing ``cost`` dollars."""
|
||||||
|
self.usd += cost
|
||||||
|
self.calls += 1
|
||||||
|
|
||||||
|
|
||||||
|
@dataclass
|
||||||
|
class Span:
|
||||||
|
"""Earliest and latest record timestamp seen (0.0 means none yet)."""
|
||||||
|
|
||||||
|
earliest: float = 0.0
|
||||||
|
latest: float = 0.0
|
||||||
|
|
||||||
|
|
||||||
|
@dataclass
|
||||||
|
class Breakdown:
|
||||||
|
"""Everything priced in one pass over the sessions."""
|
||||||
|
|
||||||
|
main: Tally = field(default_factory=Tally)
|
||||||
|
sub: Tally = field(default_factory=Tally)
|
||||||
|
over_budget: Tally = field(default_factory=Tally)
|
||||||
|
home_usd: float = 0.0
|
||||||
|
by_model: Counter[str] = field(default_factory=Counter)
|
||||||
|
by_agent_type: Counter[str] = field(default_factory=Counter)
|
||||||
|
by_description: Counter[str] = field(default_factory=Counter)
|
||||||
|
sub_opus_usd: float = 0.0
|
||||||
|
# The same Opus subagent turns re-priced at the reference cheaper model:
|
||||||
|
# what routing them there would have cost, for sizing that lever exactly.
|
||||||
|
sub_opus_repriced_usd: float = 0.0
|
||||||
|
buckets: dict[str, Tally] = field(default_factory=dict)
|
||||||
|
commits: int = 0
|
||||||
|
span: Span = field(default_factory=Span)
|
||||||
|
|
||||||
|
@property
|
||||||
|
def usd_main(self) -> float:
|
||||||
|
"""Main-conversation spend."""
|
||||||
|
return self.main.usd
|
||||||
|
|
||||||
|
@property
|
||||||
|
def usd_sub(self) -> float:
|
||||||
|
"""Subagent spend."""
|
||||||
|
return self.sub.usd
|
||||||
|
|
||||||
|
@property
|
||||||
|
def calls_main(self) -> int:
|
||||||
|
"""Main-conversation API calls."""
|
||||||
|
return self.main.calls
|
||||||
|
|
||||||
|
@property
|
||||||
|
def calls_sub(self) -> int:
|
||||||
|
"""Subagent API calls."""
|
||||||
|
return self.sub.calls
|
||||||
|
|
||||||
|
@property
|
||||||
|
def over_budget_calls(self) -> int:
|
||||||
|
"""Calls whose context exceeded :data:`CONTEXT_BUDGET`."""
|
||||||
|
return self.over_budget.calls
|
||||||
|
|
||||||
|
@property
|
||||||
|
def over_budget_usd(self) -> float:
|
||||||
|
"""Spend carried by calls over the context budget."""
|
||||||
|
return self.over_budget.usd
|
||||||
|
|
||||||
|
@property
|
||||||
|
def earliest(self) -> float:
|
||||||
|
"""Earliest record timestamp seen."""
|
||||||
|
return self.span.earliest
|
||||||
|
|
||||||
|
@property
|
||||||
|
def latest(self) -> float:
|
||||||
|
"""Latest record timestamp seen."""
|
||||||
|
return self.span.latest
|
||||||
|
|
||||||
|
@property
|
||||||
|
def usd_total(self) -> float:
|
||||||
|
"""Main plus subagent spend."""
|
||||||
|
return self.usd_main + self.usd_sub
|
||||||
|
|
||||||
|
@property
|
||||||
|
def calls(self) -> int:
|
||||||
|
"""Real API calls, main plus subagent."""
|
||||||
|
return self.calls_main + self.calls_sub
|
||||||
|
|
||||||
|
@property
|
||||||
|
def days(self) -> float:
|
||||||
|
"""Span actually covered by records, at least a minute's worth."""
|
||||||
|
return max(self.latest - self.earliest, 60.0) / SECONDS_PER_DAY
|
||||||
|
|
||||||
|
|
||||||
|
def _bucket(index: int) -> str:
|
||||||
|
"""Label the call-position bucket a 1-based call index falls in."""
|
||||||
|
low = 1
|
||||||
|
for high in BUCKETS:
|
||||||
|
if index <= high:
|
||||||
|
return f"{low}-{high}"
|
||||||
|
low = high + 1
|
||||||
|
return f"{low}+"
|
||||||
|
|
||||||
|
|
||||||
|
def _stamp(found: Breakdown, stamp: float) -> None:
|
||||||
|
"""Widen the observed record span to include ``stamp``."""
|
||||||
|
if not stamp:
|
||||||
|
return
|
||||||
|
span = found.span
|
||||||
|
span.earliest = min(span.earliest or stamp, stamp)
|
||||||
|
span.latest = max(span.latest, stamp)
|
||||||
|
|
||||||
|
|
||||||
|
def build(sessions: Sequence[Session], book: PriceBook) -> Breakdown:
|
||||||
|
"""Price every turn and roll it up along each axis."""
|
||||||
|
found = Breakdown()
|
||||||
|
home = str(Path.home())
|
||||||
|
for session in sessions:
|
||||||
|
is_sub = session.parent_id is not None
|
||||||
|
found.commits += sum(1 for call in session.tools if call.commit)
|
||||||
|
for index, turn in enumerate(session.turns, start=1):
|
||||||
|
cost = usd(turn, book)
|
||||||
|
_stamp(found, turn.timestamp)
|
||||||
|
found.by_model[turn.model] += cost
|
||||||
|
if turn.context > CONTEXT_BUDGET:
|
||||||
|
found.over_budget.add(cost)
|
||||||
|
if session.cwd == home:
|
||||||
|
found.home_usd += cost
|
||||||
|
if is_sub:
|
||||||
|
found.sub.add(cost)
|
||||||
|
found.by_agent_type[session.agent_type or "unknown"] += cost
|
||||||
|
found.by_description[session.description or "?"] += cost
|
||||||
|
if "opus" in turn.model:
|
||||||
|
found.sub_opus_usd += cost
|
||||||
|
cheap = replace(turn, model=CHEAPER_MODEL)
|
||||||
|
found.sub_opus_repriced_usd += usd(cheap, book)
|
||||||
|
else:
|
||||||
|
found.main.add(cost)
|
||||||
|
found.buckets.setdefault(_bucket(index), Tally()).add(cost)
|
||||||
|
return found
|
||||||
|
|
||||||
|
|
||||||
|
def _share(part: float, whole: float) -> float:
|
||||||
|
"""``part / whole`` rounded for storage, 0 when ``whole`` is 0."""
|
||||||
|
return round(part / whole, 4) if whole else 0.0
|
||||||
|
|
||||||
|
|
||||||
|
def metrics(found: Breakdown) -> dict[str, float]:
|
||||||
|
"""The flat metric dict snapshots store and ledger entries reference."""
|
||||||
|
total = found.usd_total
|
||||||
|
opus_main = sum(c for m, c in found.by_model.items() if "opus" in m)
|
||||||
|
return {
|
||||||
|
"usd_total": round(total, 2),
|
||||||
|
"usd_per_day": round(total / found.days, 2),
|
||||||
|
"usd_per_call": round(total / found.calls, 5) if found.calls else 0.0,
|
||||||
|
"calls": found.calls,
|
||||||
|
"calls_per_day": round(found.calls / found.days, 1),
|
||||||
|
"commits": found.commits,
|
||||||
|
"usd_per_commit": round(total / found.commits, 2) if found.commits else 0.0,
|
||||||
|
"subagent_usd_share": _share(found.usd_sub, total),
|
||||||
|
"subagent_opus_usd_share": _share(found.sub_opus_usd, found.usd_sub),
|
||||||
|
"opus_usd_share": _share(opus_main, total),
|
||||||
|
"home_cwd_usd_share": _share(found.home_usd, total),
|
||||||
|
"over_budget_call_share": _share(found.over_budget_calls, found.calls),
|
||||||
|
"over_budget_usd_share": _share(found.over_budget_usd, total),
|
||||||
|
"subagent_sonnet_saving_usd": round(
|
||||||
|
found.sub_opus_usd - found.sub_opus_repriced_usd, 2
|
||||||
|
),
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def _money(rows: list[tuple[str, float]], total: float) -> list[str]:
|
||||||
|
"""Render ``(label, usd)`` rows as a markdown table with shares."""
|
||||||
|
out = ["| item | USD | share |", "|---|---|---|"]
|
||||||
|
out += [f"| {k} | ${v:,.2f} | {_share(v, total) * 100:.1f}% |" for k, v in rows]
|
||||||
|
return out
|
||||||
|
|
||||||
|
|
||||||
|
def render(found: Breakdown, top: int = 12) -> list[str]:
|
||||||
|
"""Markdown sections for the dollar view."""
|
||||||
|
total = found.usd_total
|
||||||
|
lines = [
|
||||||
|
"## Dollar view (list prices, deduplicated per API message)",
|
||||||
|
"",
|
||||||
|
f"**${total:,.2f}** over {found.days:.1f} days of records "
|
||||||
|
f"({found.calls:,} API calls; main ${found.usd_main:,.2f}, "
|
||||||
|
f"subagents ${found.usd_sub:,.2f}).",
|
||||||
|
f"Calls with context over {CONTEXT_BUDGET:,} tokens: "
|
||||||
|
f"{found.over_budget_calls:,} carrying "
|
||||||
|
f"{_share(found.over_budget_usd, total) * 100:.1f}% of spend.",
|
||||||
|
"",
|
||||||
|
"### By model",
|
||||||
|
"",
|
||||||
|
]
|
||||||
|
lines += _money(found.by_model.most_common(top), total)
|
||||||
|
lines += ["", "### Subagents by type", ""]
|
||||||
|
lines += _money(found.by_agent_type.most_common(top), total)
|
||||||
|
lines += ["", "### Costliest subagent tasks", ""]
|
||||||
|
lines += _money(found.by_description.most_common(top), total)
|
||||||
|
lines += ["", "### Cost per call by position in session (main only)", ""]
|
||||||
|
lines += ["| calls | USD per call | calls |", "|---|---|---|"]
|
||||||
|
for label in sorted(found.buckets, key=lambda b: int(b.split("-")[0].rstrip("+"))):
|
||||||
|
tally = found.buckets[label]
|
||||||
|
lines.append(f"| {label} | ${tally.usd / tally.calls:.4f} | {tally.calls:,} |")
|
||||||
|
return lines
|
||||||
67
python_pkg/token_audit/discover.py
Normal file
67
python_pkg/token_audit/discover.py
Normal file
@ -0,0 +1,67 @@
|
|||||||
|
"""Find transcript files and read the per-file metadata around them.
|
||||||
|
|
||||||
|
Two layouts hold billed turns:
|
||||||
|
|
||||||
|
* ``<root>/<project-slug>/<session-id>.jsonl`` -- the main conversation.
|
||||||
|
* ``<root>/<project-slug>/<session-id>/subagents/agent-<id>.jsonl`` -- one per
|
||||||
|
``Agent`` call, with a sibling ``agent-<id>.meta.json`` naming the agentType
|
||||||
|
and description. Before 2026-10-04 the audit globbed only the first layout
|
||||||
|
and reported subagents at 0.0% while they were 35% of real spend.
|
||||||
|
"""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
import json
|
||||||
|
from typing import TYPE_CHECKING, Any
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
PATTERNS: tuple[str, ...] = ("*/*.jsonl", "*/*/subagents/agent-*.jsonl")
|
||||||
|
|
||||||
|
|
||||||
|
def find_transcripts(root: Path, since: float) -> list[Path]:
|
||||||
|
"""Return transcripts that may hold records after ``since``, newest first.
|
||||||
|
|
||||||
|
A file last written before ``since`` cannot hold an in-window record, so
|
||||||
|
mtime prunes those. There is deliberately no mtime upper bound: a file
|
||||||
|
still being appended to after the window closed holds in-window records
|
||||||
|
too, and the per-record timestamp filter in :func:`parse.iter_events`
|
||||||
|
trims whatever falls outside.
|
||||||
|
"""
|
||||||
|
found: list[tuple[float, Path]] = []
|
||||||
|
for pattern in PATTERNS:
|
||||||
|
for path in sorted(root.glob(pattern)):
|
||||||
|
mtime = path.stat().st_mtime
|
||||||
|
if mtime >= since:
|
||||||
|
found.append((mtime, path))
|
||||||
|
return [path for _, path in sorted(found, reverse=True)]
|
||||||
|
|
||||||
|
|
||||||
|
def _record(line: str) -> dict[str, Any] | None:
|
||||||
|
"""Parse one JSON object, or ``None``."""
|
||||||
|
try:
|
||||||
|
loaded = json.loads(line)
|
||||||
|
except ValueError:
|
||||||
|
return None
|
||||||
|
return loaded if isinstance(loaded, dict) else None
|
||||||
|
|
||||||
|
|
||||||
|
def first_cwd(path: Path) -> str | None:
|
||||||
|
"""Return the working directory a transcript was recorded in."""
|
||||||
|
with path.open(encoding="utf-8", errors="replace") as handle:
|
||||||
|
for line in handle:
|
||||||
|
record = _record(line)
|
||||||
|
if record is not None:
|
||||||
|
cwd = record.get("cwd")
|
||||||
|
if isinstance(cwd, str):
|
||||||
|
return cwd
|
||||||
|
return None
|
||||||
|
|
||||||
|
|
||||||
|
def agent_meta(path: Path) -> dict[str, Any]:
|
||||||
|
"""Return a subagent transcript's sibling ``.meta.json``, or ``{}``."""
|
||||||
|
meta = path.with_suffix(".meta.json")
|
||||||
|
if not meta.exists():
|
||||||
|
return {}
|
||||||
|
return _record(meta.read_text(encoding="utf-8", errors="replace")) or {}
|
||||||
175
python_pkg/token_audit/history.py
Normal file
175
python_pkg/token_audit/history.py
Normal file
@ -0,0 +1,175 @@
|
|||||||
|
"""Dated snapshots and the ledger of applied changes.
|
||||||
|
|
||||||
|
Until 2026-10-04 every run overwrote one ``weekly.json``, so "did last month's
|
||||||
|
change help?" had no data to answer it -- and Claude Code deletes transcripts
|
||||||
|
after ~30 days, so the raw data cannot be re-read later either. Two durable
|
||||||
|
files fix that:
|
||||||
|
|
||||||
|
* ``history/YYYY-MM-DD[-HHMM].json`` -- one snapshot per run, never rewritten.
|
||||||
|
The newest one's window end is the next run's default start, which is how
|
||||||
|
``/token-optimization`` "figures out when the last analysis was".
|
||||||
|
* ``ledger.jsonl`` -- one line per applied lever: which snapshot metric it was
|
||||||
|
meant to move, the baseline value, the predicted value, and how to undo it.
|
||||||
|
:func:`score` turns each line into helped / no effect / regressed against the
|
||||||
|
latest snapshot, in code, so the verdict is never an LLM's impression.
|
||||||
|
"""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from dataclasses import dataclass
|
||||||
|
from datetime import UTC, datetime
|
||||||
|
import json
|
||||||
|
from pathlib import Path
|
||||||
|
from typing import Any
|
||||||
|
|
||||||
|
from python_pkg.token_audit.probe import PREDICTION_TOLERANCE
|
||||||
|
|
||||||
|
REPORT_DIR = Path.home() / ".claude" / "token-report"
|
||||||
|
HISTORY_NAME = "history"
|
||||||
|
LEDGER_NAME = "ledger.jsonl"
|
||||||
|
# A metric must move by more than this fraction of its baseline to count as a
|
||||||
|
# change at all; smaller moves are within week-to-week noise.
|
||||||
|
NOISE = 0.03
|
||||||
|
|
||||||
|
|
||||||
|
def _root(directory: Path | None) -> Path:
|
||||||
|
"""Resolve the report directory at call time so it can be redirected."""
|
||||||
|
return REPORT_DIR if directory is None else directory
|
||||||
|
|
||||||
|
|
||||||
|
def save_snapshot(snap: dict[str, Any], directory: Path | None = None) -> Path:
|
||||||
|
"""Write ``snap`` under ``history/`` without ever overwriting a file."""
|
||||||
|
folder = _root(directory) / HISTORY_NAME
|
||||||
|
folder.mkdir(parents=True, exist_ok=True)
|
||||||
|
now = datetime.now(tz=UTC)
|
||||||
|
path = folder / f"{now:%Y-%m-%d}.json"
|
||||||
|
if path.exists():
|
||||||
|
path = folder / f"{now:%Y-%m-%d-%H%M%S}.json"
|
||||||
|
path.write_text(json.dumps(snap, indent=2), encoding="utf-8")
|
||||||
|
return path
|
||||||
|
|
||||||
|
|
||||||
|
def last_snapshot(directory: Path | None = None) -> dict[str, Any] | None:
|
||||||
|
"""Return the newest readable snapshot, or ``None`` if there is none."""
|
||||||
|
folder = _root(directory) / HISTORY_NAME
|
||||||
|
if not folder.is_dir():
|
||||||
|
return None
|
||||||
|
for path in sorted(folder.glob("*.json"), reverse=True):
|
||||||
|
try:
|
||||||
|
loaded = json.loads(path.read_text(encoding="utf-8"))
|
||||||
|
except ValueError:
|
||||||
|
continue
|
||||||
|
if isinstance(loaded, dict):
|
||||||
|
return loaded
|
||||||
|
return None
|
||||||
|
|
||||||
|
|
||||||
|
def default_since(directory: Path | None = None) -> float | None:
|
||||||
|
"""The previous analysis's window end, i.e. where this one should start."""
|
||||||
|
snap = last_snapshot(directory)
|
||||||
|
if snap is None:
|
||||||
|
return None
|
||||||
|
until = snap.get("window", {}).get("until")
|
||||||
|
return float(until) if isinstance(until, (int, float)) else None
|
||||||
|
|
||||||
|
|
||||||
|
def read_ledger(directory: Path | None = None) -> list[dict[str, Any]]:
|
||||||
|
"""Return every well-formed ledger entry, oldest first."""
|
||||||
|
path = _root(directory) / LEDGER_NAME
|
||||||
|
if not path.exists():
|
||||||
|
return []
|
||||||
|
entries: list[dict[str, Any]] = []
|
||||||
|
for line in path.read_text(encoding="utf-8").splitlines():
|
||||||
|
try:
|
||||||
|
entry = json.loads(line)
|
||||||
|
except ValueError:
|
||||||
|
continue
|
||||||
|
if isinstance(entry, dict) and "metric" in entry and "baseline" in entry:
|
||||||
|
entries.append(entry)
|
||||||
|
return entries
|
||||||
|
|
||||||
|
|
||||||
|
def append_ledger(entry: dict[str, Any], directory: Path | None = None) -> None:
|
||||||
|
"""Append one applied lever; ``date`` is filled in when missing."""
|
||||||
|
directory = _root(directory)
|
||||||
|
directory.mkdir(parents=True, exist_ok=True)
|
||||||
|
record = {"date": datetime.now(tz=UTC).strftime("%Y-%m-%d"), **entry}
|
||||||
|
with (directory / LEDGER_NAME).open("a", encoding="utf-8") as handle:
|
||||||
|
handle.write(json.dumps(record) + "\n")
|
||||||
|
|
||||||
|
|
||||||
|
@dataclass(frozen=True)
|
||||||
|
class Verdict:
|
||||||
|
"""How one applied lever turned out against the latest snapshot."""
|
||||||
|
|
||||||
|
lever: str
|
||||||
|
metric: str
|
||||||
|
baseline: float
|
||||||
|
predicted: float | None
|
||||||
|
actual: float | None
|
||||||
|
outcome: str
|
||||||
|
note: str = ""
|
||||||
|
|
||||||
|
|
||||||
|
def _outcome(baseline: float, actual: float, *, lower_is_better: bool) -> str:
|
||||||
|
"""Classify a metric move as helped / no effect / regressed."""
|
||||||
|
if not baseline:
|
||||||
|
return "no baseline"
|
||||||
|
change = (actual - baseline) / abs(baseline)
|
||||||
|
if abs(change) <= NOISE:
|
||||||
|
return "no effect"
|
||||||
|
improved = change < 0 if lower_is_better else change > 0
|
||||||
|
return "helped" if improved else "regressed"
|
||||||
|
|
||||||
|
|
||||||
|
def _prediction_note(baseline: float, predicted: float | None, actual: float) -> str:
|
||||||
|
"""Flag a prediction that missed the measured move by more than tolerance."""
|
||||||
|
if predicted is None:
|
||||||
|
return ""
|
||||||
|
want = baseline - predicted
|
||||||
|
got = baseline - actual
|
||||||
|
if not want:
|
||||||
|
return ""
|
||||||
|
drift = abs(got - want) / abs(want)
|
||||||
|
if drift <= PREDICTION_TOLERANCE:
|
||||||
|
return "prediction held"
|
||||||
|
return f"prediction off by {drift:.0%}"
|
||||||
|
|
||||||
|
|
||||||
|
def score(entries: list[dict[str, Any]], snap: dict[str, Any]) -> list[Verdict]:
|
||||||
|
"""Score each ledger entry against the snapshot's current metric values."""
|
||||||
|
metrics = snap.get("metrics", {})
|
||||||
|
verdicts: list[Verdict] = []
|
||||||
|
for entry in entries:
|
||||||
|
metric = str(entry["metric"])
|
||||||
|
baseline = float(entry["baseline"])
|
||||||
|
raw_predicted = entry.get("predicted")
|
||||||
|
predicted = float(raw_predicted) if raw_predicted is not None else None
|
||||||
|
value = metrics.get(metric)
|
||||||
|
if not isinstance(value, (int, float)):
|
||||||
|
verdicts.append(
|
||||||
|
Verdict(
|
||||||
|
str(entry.get("lever", "?")),
|
||||||
|
metric,
|
||||||
|
baseline,
|
||||||
|
predicted,
|
||||||
|
None,
|
||||||
|
"unmeasured",
|
||||||
|
"metric absent from snapshot",
|
||||||
|
),
|
||||||
|
)
|
||||||
|
continue
|
||||||
|
actual = float(value)
|
||||||
|
lower = bool(entry.get("lower_is_better", True))
|
||||||
|
verdicts.append(
|
||||||
|
Verdict(
|
||||||
|
lever=str(entry.get("lever", "?")),
|
||||||
|
metric=metric,
|
||||||
|
baseline=baseline,
|
||||||
|
predicted=predicted,
|
||||||
|
actual=actual,
|
||||||
|
outcome=_outcome(baseline, actual, lower_is_better=lower),
|
||||||
|
note=_prediction_note(baseline, predicted, actual),
|
||||||
|
),
|
||||||
|
)
|
||||||
|
return verdicts
|
||||||
@ -73,6 +73,7 @@ class Turn:
|
|||||||
is_sidechain: bool
|
is_sidechain: bool
|
||||||
message_id: str = ""
|
message_id: str = ""
|
||||||
tool_calls: int = 0
|
tool_calls: int = 0
|
||||||
|
timestamp: float = 0.0
|
||||||
|
|
||||||
@property
|
@property
|
||||||
def cost(self) -> float:
|
def cost(self) -> float:
|
||||||
@ -94,6 +95,9 @@ class ToolCall:
|
|||||||
result_tokens: int
|
result_tokens: int
|
||||||
path: str | None = None
|
path: str | None = None
|
||||||
skill: str | None = None
|
skill: str | None = None
|
||||||
|
# A Bash call that ran ``git commit`` or ``finish_auto.sh``: the closest
|
||||||
|
# transcript-visible proxy for "an issue got solved", used for USD/commit.
|
||||||
|
commit: bool = False
|
||||||
|
|
||||||
@property
|
@property
|
||||||
def is_image(self) -> bool:
|
def is_image(self) -> bool:
|
||||||
@ -120,6 +124,11 @@ class Session:
|
|||||||
cwd: str | None = None
|
cwd: str | None = None
|
||||||
turns: list[Turn] = field(default_factory=list)
|
turns: list[Turn] = field(default_factory=list)
|
||||||
tools: list[ToolCall] = field(default_factory=list)
|
tools: list[ToolCall] = field(default_factory=list)
|
||||||
|
# Set only for subagent transcripts: the spawning session and the
|
||||||
|
# agentType / description from the sibling ``.meta.json``.
|
||||||
|
parent_id: str | None = None
|
||||||
|
agent_type: str | None = None
|
||||||
|
description: str | None = None
|
||||||
# Cost-weighted tokens spent re-sending images that were still live in
|
# Cost-weighted tokens spent re-sending images that were still live in
|
||||||
# context. Computed by :mod:`imagecost`, which needs the interleaved order
|
# context. Computed by :mod:`imagecost`, which needs the interleaved order
|
||||||
# of images and turns and so cannot be derived from these lists alone.
|
# of images and turns and so cannot be derived from these lists alone.
|
||||||
|
|||||||
@ -20,8 +20,10 @@ the design here:
|
|||||||
from __future__ import annotations
|
from __future__ import annotations
|
||||||
|
|
||||||
import json
|
import json
|
||||||
|
import re
|
||||||
from typing import TYPE_CHECKING, Any
|
from typing import TYPE_CHECKING, Any
|
||||||
|
|
||||||
|
from python_pkg.token_audit import discover, records, turns
|
||||||
from python_pkg.token_audit.model import IMAGE_SUFFIXES, Session, ToolCall, Turn
|
from python_pkg.token_audit.model import IMAGE_SUFFIXES, Session, ToolCall, Turn
|
||||||
|
|
||||||
if TYPE_CHECKING:
|
if TYPE_CHECKING:
|
||||||
@ -40,6 +42,9 @@ CHARS_PER_TOKEN = 4
|
|||||||
# Halving a screenshot's dimensions cuts this roughly fourfold.
|
# Halving a screenshot's dimensions cuts this roughly fourfold.
|
||||||
IMAGE_TOKENS = 2566
|
IMAGE_TOKENS = 2566
|
||||||
|
|
||||||
|
# Commands that land work: a plain commit or the scripted wrap-up.
|
||||||
|
COMMIT = re.compile(r"\bgit(\s+-C\s+\S+)?\s+commit\b|finish_auto\.sh")
|
||||||
|
|
||||||
|
|
||||||
def _load_line(line: str) -> dict[str, Any] | None:
|
def _load_line(line: str) -> dict[str, Any] | None:
|
||||||
"""Parse one JSONL line, returning ``None`` if it is not a usable record."""
|
"""Parse one JSONL line, returning ``None`` if it is not a usable record."""
|
||||||
@ -61,31 +66,6 @@ def _blocks(record: dict[str, Any]) -> list[dict[str, Any]]:
|
|||||||
return [block for block in content if isinstance(block, dict)]
|
return [block for block in content if isinstance(block, dict)]
|
||||||
|
|
||||||
|
|
||||||
def _usage(record: dict[str, Any]) -> tuple[dict[str, Any], dict[str, int]] | None:
|
|
||||||
"""Return an assistant record's message and its integer usage fields.
|
|
||||||
|
|
||||||
The message is returned alongside the usage block so callers that need both
|
|
||||||
(the model id lives on the message) never have to re-validate its type.
|
|
||||||
"""
|
|
||||||
message = record.get("message")
|
|
||||||
if not isinstance(message, dict):
|
|
||||||
return None
|
|
||||||
usage = message.get("usage")
|
|
||||||
if not isinstance(usage, dict):
|
|
||||||
return None
|
|
||||||
return message, {k: v for k, v in usage.items() if isinstance(v, int)}
|
|
||||||
|
|
||||||
|
|
||||||
def _model(message: dict[str, Any]) -> str:
|
|
||||||
"""Return the model id that served a record, or a placeholder.
|
|
||||||
|
|
||||||
Only ever called after :func:`_usage` has confirmed the message is a dict,
|
|
||||||
so it takes the message itself rather than re-checking the record.
|
|
||||||
"""
|
|
||||||
model = message.get("model")
|
|
||||||
return model if isinstance(model, str) else "unknown"
|
|
||||||
|
|
||||||
|
|
||||||
def _result_tokens(block: dict[str, Any], *, is_image: bool = False) -> int:
|
def _result_tokens(block: dict[str, Any], *, is_image: bool = False) -> int:
|
||||||
"""Estimate how many tokens a tool result occupied in context.
|
"""Estimate how many tokens a tool result occupied in context.
|
||||||
|
|
||||||
@ -106,32 +86,64 @@ def _result_tokens(block: dict[str, Any], *, is_image: bool = False) -> int:
|
|||||||
return len(json.dumps(content)) // CHARS_PER_TOKEN
|
return len(json.dumps(content)) // CHARS_PER_TOKEN
|
||||||
|
|
||||||
|
|
||||||
def iter_events(path: Path) -> Iterator[tuple[str, object]]:
|
def iter_events(
|
||||||
|
path: Path,
|
||||||
|
window: records.Window | None = None,
|
||||||
|
) -> Iterator[tuple[str, object]]:
|
||||||
"""Yield ``("turn", Turn)`` and ``("tool", ToolCall)`` in transcript order.
|
"""Yield ``("turn", Turn)`` and ``("tool", ToolCall)`` in transcript order.
|
||||||
|
|
||||||
Emitting a single ordered stream — rather than two lists — is what lets
|
Emitting a single ordered stream — rather than two lists — is what lets
|
||||||
:mod:`imagecost` count how many turns each image survived for.
|
:mod:`imagecost` count how many turns each image survived for. Turns are
|
||||||
|
one per API message (see :mod:`records`), and only records inside
|
||||||
|
``window`` are emitted.
|
||||||
"""
|
"""
|
||||||
pending: dict[str, dict[str, Any]] = {}
|
pending: dict[str, dict[str, Any]] = {}
|
||||||
|
merger = records.TurnMerger()
|
||||||
with path.open(encoding="utf-8", errors="replace") as handle:
|
with path.open(encoding="utf-8", errors="replace") as handle:
|
||||||
for line in handle:
|
for line in handle:
|
||||||
record = _load_line(line)
|
record = _load_line(line)
|
||||||
if record is None:
|
if record is None or not records.in_window(record, window):
|
||||||
continue
|
continue
|
||||||
|
pairs: list[tuple[str, object]] = []
|
||||||
for block in _blocks(record):
|
for block in _blocks(record):
|
||||||
kind = block.get("type")
|
pairs += _block_events(block, pending, merger)
|
||||||
if kind == "tool_use":
|
yield from pairs
|
||||||
call_id = block.get("id")
|
found = turns.usage_of(record)
|
||||||
if isinstance(call_id, str):
|
|
||||||
pending[call_id] = block
|
|
||||||
elif kind == "tool_result":
|
|
||||||
call = _pair_result(block, pending)
|
|
||||||
if call is not None:
|
|
||||||
yield "tool", call
|
|
||||||
found = _usage(record)
|
|
||||||
if found is not None:
|
if found is not None:
|
||||||
message, usage = found
|
done = merger.push(turns.build_turn(record, *found))
|
||||||
yield "turn", _build_turn(record, message, usage)
|
if done is not None:
|
||||||
|
yield "turn", done
|
||||||
|
held = merger.flush()
|
||||||
|
if held is not None:
|
||||||
|
yield "turn", held
|
||||||
|
|
||||||
|
|
||||||
|
def _block_events(
|
||||||
|
block: dict[str, Any],
|
||||||
|
pending: dict[str, dict[str, Any]],
|
||||||
|
merger: records.TurnMerger,
|
||||||
|
) -> list[tuple[str, object]]:
|
||||||
|
"""Events one content block emits: remember a ``tool_use``, pair a result.
|
||||||
|
|
||||||
|
A ``tool_result`` ends the assistant message before it, so the held turn is
|
||||||
|
released first to keep the stream in transcript order.
|
||||||
|
"""
|
||||||
|
kind = block.get("type")
|
||||||
|
if kind == "tool_use":
|
||||||
|
call_id = block.get("id")
|
||||||
|
if isinstance(call_id, str):
|
||||||
|
pending[call_id] = block
|
||||||
|
return []
|
||||||
|
if kind != "tool_result":
|
||||||
|
return []
|
||||||
|
out: list[tuple[str, object]] = []
|
||||||
|
held = merger.flush()
|
||||||
|
if held is not None:
|
||||||
|
out.append(("turn", held))
|
||||||
|
call = _pair_result(block, pending)
|
||||||
|
if call is not None:
|
||||||
|
out.append(("tool", call))
|
||||||
|
return out
|
||||||
|
|
||||||
|
|
||||||
def _pair_result(
|
def _pair_result(
|
||||||
@ -146,12 +158,14 @@ def _pair_result(
|
|||||||
tool_input = tool_input if isinstance(tool_input, dict) else {}
|
tool_input = tool_input if isinstance(tool_input, dict) else {}
|
||||||
path = tool_input.get("file_path")
|
path = tool_input.get("file_path")
|
||||||
skill = tool_input.get("skill")
|
skill = tool_input.get("skill")
|
||||||
|
command = tool_input.get("command")
|
||||||
call_path = path if isinstance(path, str) else None
|
call_path = path if isinstance(path, str) else None
|
||||||
return ToolCall(
|
return ToolCall(
|
||||||
name=str(use.get("name") or "unknown"),
|
name=str(use.get("name") or "unknown"),
|
||||||
result_tokens=_result_tokens(block, is_image=_looks_like_image(call_path)),
|
result_tokens=_result_tokens(block, is_image=_looks_like_image(call_path)),
|
||||||
path=call_path,
|
path=call_path,
|
||||||
skill=skill if isinstance(skill, str) else None,
|
skill=skill if isinstance(skill, str) else None,
|
||||||
|
commit=isinstance(command, str) and COMMIT.search(command) is not None,
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
@ -163,74 +177,24 @@ def _looks_like_image(path: str | None) -> bool:
|
|||||||
return dot != -1 and path[dot:].lower() in IMAGE_SUFFIXES
|
return dot != -1 and path[dot:].lower() in IMAGE_SUFFIXES
|
||||||
|
|
||||||
|
|
||||||
def _build_turn(
|
def load_session(path: Path, window: records.Window | None = None) -> Session:
|
||||||
record: dict[str, Any],
|
"""Read one transcript file into a :class:`Session`.
|
||||||
message: dict[str, Any],
|
|
||||||
usage: dict[str, int],
|
A subagent transcript (``<session>/subagents/agent-*.jsonl``) is tagged
|
||||||
) -> Turn:
|
with its parent session id and the ``agentType``/``description`` the
|
||||||
"""Build a :class:`Turn` from an assistant record's usage block."""
|
spawning ``Agent`` call recorded in the sibling ``.meta.json``.
|
||||||
context = usage.get("cache_read_input_tokens", 0) + usage.get(
|
"""
|
||||||
"cache_creation_input_tokens",
|
session = Session(
|
||||||
0,
|
session_id=path.stem, path=str(path), cwd=discover.first_cwd(path)
|
||||||
)
|
)
|
||||||
message_id = message.get("id")
|
if path.parent.name == "subagents":
|
||||||
content = message.get("content")
|
meta = discover.agent_meta(path)
|
||||||
tool_calls = (
|
session.parent_id = path.parent.parent.name
|
||||||
sum(
|
session.agent_type = str(meta.get("agentType") or "unknown")
|
||||||
1
|
session.description = str(meta.get("description") or "")
|
||||||
for block in content
|
for kind, event in iter_events(path, window):
|
||||||
if isinstance(block, dict) and block.get("type") == "tool_use"
|
|
||||||
)
|
|
||||||
if isinstance(content, list)
|
|
||||||
else 0
|
|
||||||
)
|
|
||||||
return Turn(
|
|
||||||
usage=usage,
|
|
||||||
context=context,
|
|
||||||
model=_model(message),
|
|
||||||
is_sidechain=bool(record.get("isSidechain")),
|
|
||||||
message_id=message_id if isinstance(message_id, str) else "",
|
|
||||||
tool_calls=tool_calls,
|
|
||||||
)
|
|
||||||
|
|
||||||
|
|
||||||
def _first_cwd(path: Path) -> str | None:
|
|
||||||
"""Return the working directory a transcript was recorded in."""
|
|
||||||
with path.open(encoding="utf-8", errors="replace") as handle:
|
|
||||||
for line in handle:
|
|
||||||
record = _load_line(line)
|
|
||||||
if record is not None:
|
|
||||||
cwd = record.get("cwd")
|
|
||||||
if isinstance(cwd, str):
|
|
||||||
return cwd
|
|
||||||
return None
|
|
||||||
|
|
||||||
|
|
||||||
def load_session(path: Path) -> Session:
|
|
||||||
"""Read one transcript file into a :class:`Session`."""
|
|
||||||
session = Session(session_id=path.stem, path=str(path), cwd=_first_cwd(path))
|
|
||||||
for kind, event in iter_events(path):
|
|
||||||
if kind == "turn" and isinstance(event, Turn):
|
if kind == "turn" and isinstance(event, Turn):
|
||||||
session.turns.append(event)
|
session.turns.append(event)
|
||||||
elif isinstance(event, ToolCall):
|
elif isinstance(event, ToolCall):
|
||||||
session.tools.append(event)
|
session.tools.append(event)
|
||||||
return session
|
return session
|
||||||
|
|
||||||
|
|
||||||
def find_transcripts(
|
|
||||||
root: Path,
|
|
||||||
since: float,
|
|
||||||
until: float | None = None,
|
|
||||||
) -> list[Path]:
|
|
||||||
"""Return transcripts modified inside the window, newest first.
|
|
||||||
|
|
||||||
Modification time is the selector because it is the only per-file timestamp
|
|
||||||
available without opening the file, and a session's mtime is when it was
|
|
||||||
last active — exactly the notion of "used this week" the report wants.
|
|
||||||
"""
|
|
||||||
found: list[tuple[float, Path]] = []
|
|
||||||
for path in sorted(root.glob("*/*.jsonl")):
|
|
||||||
mtime = path.stat().st_mtime
|
|
||||||
if mtime >= since and (until is None or mtime <= until):
|
|
||||||
found.append((mtime, path))
|
|
||||||
return [path for _, path in sorted(found, reverse=True)]
|
|
||||||
|
|||||||
12
python_pkg/token_audit/prices.json
Normal file
12
python_pkg/token_audit/prices.json
Normal file
@ -0,0 +1,12 @@
|
|||||||
|
{
|
||||||
|
"_source": "claude-api skill model table (cached 2026-09-25), read 2026-10-04. USD per million tokens. Cache writes are priced as multiples of input: 5m = 1.25x, 1h = 2x (verified 2026-10-04: a claude -p probe's total_cost_usd matched opus-5-5 at 2x for its 1h write to 7 digits). Entries marked assumed_cache_read use the standard 0.1x-of-input ratio because the table does not list them.",
|
||||||
|
"default": "claude-opus-5-5",
|
||||||
|
"models": {
|
||||||
|
"claude-fable-5-1": {"input": 10.0, "output": 50.0, "cache_read": 0.25},
|
||||||
|
"claude-opus-5-5": {"input": 4.0, "output": 20.0, "cache_read": 0.20},
|
||||||
|
"claude-opus-5": {"input": 5.0, "output": 25.0, "cache_read": 0.50, "assumed_cache_read": true},
|
||||||
|
"claude-sonnet-5-5": {"input": 2.0, "output": 10.0, "cache_read": 0.20},
|
||||||
|
"claude-sonnet-5": {"input": 2.0, "output": 10.0, "cache_read": 0.20, "assumed_cache_read": true},
|
||||||
|
"claude-haiku-4-5": {"input": 1.0, "output": 5.0, "cache_read": 0.10, "assumed_cache_read": true}
|
||||||
|
}
|
||||||
|
}
|
||||||
96
python_pkg/token_audit/pricing.py
Normal file
96
python_pkg/token_audit/pricing.py
Normal file
@ -0,0 +1,96 @@
|
|||||||
|
"""Price turns in US dollars, per model.
|
||||||
|
|
||||||
|
The token-class weights in :mod:`model` are model-blind: an Opus call and a
|
||||||
|
Haiku call with identical usage weigh the same, so the weighted total cannot
|
||||||
|
say what moving work to a cheaper model would save. Dollars can. They are API
|
||||||
|
list prices -- on a subscription they are not what is billed, but they are the
|
||||||
|
best available proxy for how fast a usage limit drains, and they make Opus,
|
||||||
|
Sonnet and Haiku spend comparable.
|
||||||
|
|
||||||
|
One measured surprise this exposed: Sonnet 5.5 cache reads cost the same
|
||||||
|
$0.20/MTok as Opus 5.5. Cache reads are most of the bill, so moving a long
|
||||||
|
agent to Sonnet saves far less than the 2x the headline prices suggest.
|
||||||
|
"""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from dataclasses import dataclass
|
||||||
|
import json
|
||||||
|
from pathlib import Path
|
||||||
|
from typing import TYPE_CHECKING
|
||||||
|
|
||||||
|
from python_pkg.token_audit.records import CACHE_1H, CACHE_5M
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from python_pkg.token_audit.model import Turn
|
||||||
|
|
||||||
|
PRICES_PATH = Path(__file__).with_name("prices.json")
|
||||||
|
PER_MILLION = 1_000_000
|
||||||
|
WRITE_5M = 1.25
|
||||||
|
WRITE_1H = 2.0
|
||||||
|
|
||||||
|
|
||||||
|
@dataclass(frozen=True)
|
||||||
|
class Price:
|
||||||
|
"""List prices for one model, USD per million tokens."""
|
||||||
|
|
||||||
|
input: float
|
||||||
|
output: float
|
||||||
|
cache_read: float
|
||||||
|
|
||||||
|
|
||||||
|
@dataclass(frozen=True)
|
||||||
|
class PriceBook:
|
||||||
|
"""Every known model's price plus the fallback for unknown ids."""
|
||||||
|
|
||||||
|
models: dict[str, Price]
|
||||||
|
default: str
|
||||||
|
|
||||||
|
def for_model(self, model: str) -> Price:
|
||||||
|
"""Exact id, else the longest known id it starts with, else default.
|
||||||
|
|
||||||
|
The prefix match covers dated or suffixed ids (``claude-haiku-4-5-2025...``).
|
||||||
|
"""
|
||||||
|
if model in self.models:
|
||||||
|
return self.models[model]
|
||||||
|
matches = [known for known in self.models if model.startswith(known)]
|
||||||
|
if matches:
|
||||||
|
return self.models[max(matches, key=len)]
|
||||||
|
return self.models[self.default]
|
||||||
|
|
||||||
|
|
||||||
|
def load(path: Path = PRICES_PATH) -> PriceBook:
|
||||||
|
"""Read the price table shipped next to this module."""
|
||||||
|
data = json.loads(path.read_text(encoding="utf-8"))
|
||||||
|
models = {
|
||||||
|
name: Price(
|
||||||
|
input=float(row["input"]),
|
||||||
|
output=float(row["output"]),
|
||||||
|
cache_read=float(row["cache_read"]),
|
||||||
|
)
|
||||||
|
for name, row in data["models"].items()
|
||||||
|
}
|
||||||
|
return PriceBook(models=models, default=str(data["default"]))
|
||||||
|
|
||||||
|
|
||||||
|
def usd(turn: Turn, book: PriceBook) -> float:
|
||||||
|
"""Return one turn's list-price cost in dollars.
|
||||||
|
|
||||||
|
Synthetic turns (``<synthetic>``) carry zero usage and so cost zero under
|
||||||
|
any price, which is why no special case is needed for them. When a turn
|
||||||
|
has no 1h/5m split, the whole cache write is priced as 5m (the cheaper,
|
||||||
|
older default) -- an underestimate, never an overestimate.
|
||||||
|
"""
|
||||||
|
usage = turn.usage
|
||||||
|
price = book.for_model(turn.model)
|
||||||
|
creation = usage.get("cache_creation_input_tokens", 0)
|
||||||
|
one_hour = usage.get(CACHE_1H, 0)
|
||||||
|
five_min = usage.get(CACHE_5M, creation - one_hour)
|
||||||
|
total = (
|
||||||
|
usage.get("input_tokens", 0) * price.input
|
||||||
|
+ five_min * WRITE_5M * price.input
|
||||||
|
+ one_hour * WRITE_1H * price.input
|
||||||
|
+ usage.get("cache_read_input_tokens", 0) * price.cache_read
|
||||||
|
+ usage.get("output_tokens", 0) * price.output
|
||||||
|
)
|
||||||
|
return total / PER_MILLION
|
||||||
191
python_pkg/token_audit/recommend.py
Normal file
191
python_pkg/token_audit/recommend.py
Normal file
@ -0,0 +1,191 @@
|
|||||||
|
"""Deterministic lever candidates: thresholds in code, not in a model's head.
|
||||||
|
|
||||||
|
Every rule reads the snapshot ``metrics`` (and the previous snapshot's, for
|
||||||
|
growth checks) and either emits a :class:`Lever` or stays silent. The skill
|
||||||
|
layered on top adds judgment -- which levers suit the user, how to phrase a
|
||||||
|
prompt habit -- but never decides *whether* a number crossed a line; that is
|
||||||
|
an ``if`` statement and lives here.
|
||||||
|
"""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from dataclasses import dataclass
|
||||||
|
from typing import Any
|
||||||
|
|
||||||
|
# Rule thresholds. Each is the point past which the lever is worth a look,
|
||||||
|
# chosen from the 2026-10-04 audit's distributions, not tuned to fire.
|
||||||
|
SUBAGENT_SHARE = 0.15
|
||||||
|
SUBAGENT_OPUS_SHARE = 0.5
|
||||||
|
OVER_BUDGET_SHARE = 0.2
|
||||||
|
HOME_CWD_SHARE = 0.2
|
||||||
|
BATCHING_MIN = 1.15
|
||||||
|
BASH_TOKENS_PER_CALL = 250
|
||||||
|
PREFIX_GROWTH = 0.05
|
||||||
|
IMAGE_SHARE = 0.03
|
||||||
|
|
||||||
|
|
||||||
|
@dataclass(frozen=True)
|
||||||
|
class Lever:
|
||||||
|
"""One candidate change, sized where the data allows."""
|
||||||
|
|
||||||
|
category: str
|
||||||
|
title: str
|
||||||
|
evidence: str
|
||||||
|
action: str
|
||||||
|
est_usd_per_day: float | None = None
|
||||||
|
|
||||||
|
|
||||||
|
def _num(metrics: dict[str, Any], key: str) -> float:
|
||||||
|
"""Read a numeric metric, treating anything missing as zero."""
|
||||||
|
value = metrics.get(key, 0)
|
||||||
|
return float(value) if isinstance(value, (int, float)) else 0.0
|
||||||
|
|
||||||
|
|
||||||
|
def _subagents(m: dict[str, Any]) -> list[Lever]:
|
||||||
|
"""Opus doing mechanical subagent work."""
|
||||||
|
if _num(m, "subagent_usd_share") < SUBAGENT_SHARE:
|
||||||
|
return []
|
||||||
|
if _num(m, "subagent_opus_usd_share") < SUBAGENT_OPUS_SHARE:
|
||||||
|
return []
|
||||||
|
saving = _num(m, "subagent_sonnet_saving_usd")
|
||||||
|
days = _num(m, "usd_total") / max(_num(m, "usd_per_day"), 1e-9)
|
||||||
|
return [
|
||||||
|
Lever(
|
||||||
|
"cheaper agents",
|
||||||
|
"Opus runs most subagent work",
|
||||||
|
f"subagents {_num(m, 'subagent_usd_share'):.0%} of spend, "
|
||||||
|
f"{_num(m, 'subagent_opus_usd_share'):.0%} of that on Opus; "
|
||||||
|
f"re-priced at Sonnet the same turns cost ${saving:,.2f} less",
|
||||||
|
"route coverage/test/search agents to the Sonnet-pinned agent "
|
||||||
|
"definitions; keep implementers on the default",
|
||||||
|
saving / days if days else None,
|
||||||
|
),
|
||||||
|
]
|
||||||
|
|
||||||
|
|
||||||
|
def _shape(m: dict[str, Any]) -> list[Lever]:
|
||||||
|
"""Session shape: context budget and working directory."""
|
||||||
|
out: list[Lever] = []
|
||||||
|
per_day = _num(m, "usd_per_day")
|
||||||
|
if _num(m, "over_budget_usd_share") > OVER_BUDGET_SHARE:
|
||||||
|
out.append(
|
||||||
|
Lever(
|
||||||
|
"session length",
|
||||||
|
"Calls over the context budget",
|
||||||
|
f"{_num(m, 'over_budget_usd_share'):.0%} of spend ran with "
|
||||||
|
"context above the gate's budget",
|
||||||
|
"check the context gate fires (hook log) and that handoffs are "
|
||||||
|
"being written; lower the budget if they are",
|
||||||
|
# Calls over budget cost ~2.4x a fresh call (21k vs 51k).
|
||||||
|
per_day * _num(m, "over_budget_usd_share") * 0.58,
|
||||||
|
),
|
||||||
|
)
|
||||||
|
if _num(m, "home_cwd_usd_share") > HOME_CWD_SHARE:
|
||||||
|
out.append(
|
||||||
|
Lever(
|
||||||
|
"prompt habits",
|
||||||
|
"Sessions started in ~",
|
||||||
|
f"{_num(m, 'home_cwd_usd_share'):.0%} of spend had cwd=~ "
|
||||||
|
"(no repo CLAUDE.md, so agents explore to find commands)",
|
||||||
|
"start claude inside the repo; add exact run/test commands to "
|
||||||
|
"each repo's CLAUDE.md",
|
||||||
|
),
|
||||||
|
)
|
||||||
|
return out
|
||||||
|
|
||||||
|
|
||||||
|
def _mechanics(m: dict[str, Any], prev: dict[str, Any] | None) -> list[Lever]:
|
||||||
|
"""Batching, output size, prefix growth, images."""
|
||||||
|
out: list[Lever] = []
|
||||||
|
ratio = _num(m, "batching_calls_per_msg")
|
||||||
|
if 0 < ratio < BATCHING_MIN:
|
||||||
|
out.append(
|
||||||
|
Lever(
|
||||||
|
"agent mechanics",
|
||||||
|
"Independent tool calls not batched",
|
||||||
|
f"{ratio:.2f} calls per tool message",
|
||||||
|
"batch-nudge hook is not moving this; prefer scripts that run "
|
||||||
|
"a whole read-only chain and report once",
|
||||||
|
),
|
||||||
|
)
|
||||||
|
bash = _num(m, "bash_tokens_per_call")
|
||||||
|
if bash > BASH_TOKENS_PER_CALL:
|
||||||
|
out.append(
|
||||||
|
Lever(
|
||||||
|
"agent mechanics",
|
||||||
|
"Large Bash results",
|
||||||
|
f"{bash:.0f} result tokens per Bash call",
|
||||||
|
"compress command output (RTK if its A/B won) and keep "
|
||||||
|
"| head/| tail discipline",
|
||||||
|
),
|
||||||
|
)
|
||||||
|
if prev is not None:
|
||||||
|
before = _num(prev, "standing_tokens_est")
|
||||||
|
now = _num(m, "standing_tokens_est")
|
||||||
|
if before and (now - before) / before > PREFIX_GROWTH:
|
||||||
|
out.append(
|
||||||
|
Lever(
|
||||||
|
"standing prefix",
|
||||||
|
"Always-loaded context grew",
|
||||||
|
f"{before:,.0f} -> {now:,.0f} est tokens per call",
|
||||||
|
"compact the surfaces that grew (see checkup); archive "
|
||||||
|
"finished memory entries",
|
||||||
|
),
|
||||||
|
)
|
||||||
|
if _num(m, "image_usd_share") > IMAGE_SHARE:
|
||||||
|
out.append(
|
||||||
|
Lever(
|
||||||
|
"agent mechanics",
|
||||||
|
"Images held in context",
|
||||||
|
f"{_num(m, 'image_usd_share'):.0%} of spend",
|
||||||
|
"extend the shrink hook to the tools returning screenshots",
|
||||||
|
),
|
||||||
|
)
|
||||||
|
return out
|
||||||
|
|
||||||
|
|
||||||
|
def _dead(dead_mcp: list[str], dead_skills: list[str]) -> list[Lever]:
|
||||||
|
"""Registered surfaces nobody used in either window."""
|
||||||
|
if not dead_mcp and not dead_skills:
|
||||||
|
return []
|
||||||
|
return [
|
||||||
|
Lever(
|
||||||
|
"standing prefix",
|
||||||
|
"Unused MCP servers / skills",
|
||||||
|
f"MCP: {', '.join(dead_mcp) or '-'}; "
|
||||||
|
f"skills: {', '.join(dead_skills) or '-'}",
|
||||||
|
"park them (mcp_park.sh / move skill dir to backups/skills-parked)",
|
||||||
|
),
|
||||||
|
]
|
||||||
|
|
||||||
|
|
||||||
|
def candidates(
|
||||||
|
metrics: dict[str, Any],
|
||||||
|
previous: dict[str, Any] | None,
|
||||||
|
dead_mcp: list[str],
|
||||||
|
dead_skills: list[str],
|
||||||
|
) -> list[Lever]:
|
||||||
|
"""Every lever whose rule fired, sized ones first by daily saving."""
|
||||||
|
levers = (
|
||||||
|
_subagents(metrics)
|
||||||
|
+ _shape(metrics)
|
||||||
|
+ _mechanics(metrics, previous)
|
||||||
|
+ _dead(dead_mcp, dead_skills)
|
||||||
|
)
|
||||||
|
return sorted(levers, key=lambda lv: -(lv.est_usd_per_day or 0.0))
|
||||||
|
|
||||||
|
|
||||||
|
def render(levers: list[Lever]) -> list[str]:
|
||||||
|
"""Markdown table of the candidates."""
|
||||||
|
if not levers:
|
||||||
|
return ["_No rule fired._"]
|
||||||
|
out = [
|
||||||
|
"| category | lever | evidence | est $/day | action |",
|
||||||
|
"|---|---|---|---|---|",
|
||||||
|
]
|
||||||
|
for lv in levers:
|
||||||
|
est = f"${lv.est_usd_per_day:,.2f}" if lv.est_usd_per_day else "-"
|
||||||
|
out.append(
|
||||||
|
f"| {lv.category} | {lv.title} | {lv.evidence} | {est} | {lv.action} |"
|
||||||
|
)
|
||||||
|
return out
|
||||||
116
python_pkg/token_audit/records.py
Normal file
116
python_pkg/token_audit/records.py
Normal file
@ -0,0 +1,116 @@
|
|||||||
|
"""Record-level helpers: timestamps, the time window, and per-message dedupe.
|
||||||
|
|
||||||
|
Claude Code writes ONE API message as SEVERAL transcript records -- one per
|
||||||
|
content block (thinking, text, each ``tool_use``) -- and every one of them
|
||||||
|
carries the same, complete ``usage`` block. Summing usage per record therefore
|
||||||
|
counts each API call once per block. Measured 2026-10-04 over 32 days: 74,937
|
||||||
|
records for 40,388 real calls, a 1.9x overstatement that every report before
|
||||||
|
that date carried. :class:`TurnMerger` collapses the records back into one
|
||||||
|
:class:`Turn` per ``message.id``.
|
||||||
|
|
||||||
|
The window is applied per record, by its own ``timestamp``, because a file's
|
||||||
|
mtime only says when the session was last active: a session started three weeks
|
||||||
|
ago and touched today would otherwise count three weeks of spend as "this week".
|
||||||
|
"""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from dataclasses import replace
|
||||||
|
from datetime import datetime
|
||||||
|
from typing import TYPE_CHECKING, Any
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from python_pkg.token_audit.model import Turn
|
||||||
|
|
||||||
|
# Window bounds as unix seconds, inclusive at both ends.
|
||||||
|
Window = tuple[float, float]
|
||||||
|
|
||||||
|
# Names under which the 1h / 5m cache-write split is stored on a Turn's usage.
|
||||||
|
# They are deliberately NOT in model.TOKEN_KINDS: the reconciled weighted total
|
||||||
|
# keeps its historical definition, while pricing reads the split when present.
|
||||||
|
CACHE_1H = "cache_creation_1h"
|
||||||
|
CACHE_5M = "cache_creation_5m"
|
||||||
|
|
||||||
|
|
||||||
|
def timestamp(record: dict[str, Any]) -> float | None:
|
||||||
|
"""Return a record's ISO timestamp as unix seconds, or ``None``."""
|
||||||
|
raw = record.get("timestamp")
|
||||||
|
if not isinstance(raw, str):
|
||||||
|
return None
|
||||||
|
try:
|
||||||
|
return datetime.fromisoformat(raw).timestamp()
|
||||||
|
except ValueError:
|
||||||
|
return None
|
||||||
|
|
||||||
|
|
||||||
|
def in_window(record: dict[str, Any], window: Window | None) -> bool:
|
||||||
|
"""Whether a record falls inside the window; undated records are kept."""
|
||||||
|
if window is None:
|
||||||
|
return True
|
||||||
|
stamp = timestamp(record)
|
||||||
|
return stamp is None or window[0] <= stamp <= window[1]
|
||||||
|
|
||||||
|
|
||||||
|
def cache_split(usage: dict[str, Any]) -> dict[str, int]:
|
||||||
|
"""Extract the 1h / 5m cache-write split from a raw usage block.
|
||||||
|
|
||||||
|
A 1h cache write bills at 2x input and a 5m one at 1.25x, so the split is
|
||||||
|
worth up to 60% of the cache-write cost. Claude Code currently writes 1h.
|
||||||
|
"""
|
||||||
|
nested = usage.get("cache_creation")
|
||||||
|
if not isinstance(nested, dict):
|
||||||
|
return {}
|
||||||
|
out: dict[str, int] = {}
|
||||||
|
for key, name in (
|
||||||
|
("ephemeral_1h_input_tokens", CACHE_1H),
|
||||||
|
("ephemeral_5m_input_tokens", CACHE_5M),
|
||||||
|
):
|
||||||
|
value = nested.get(key)
|
||||||
|
if isinstance(value, int):
|
||||||
|
out[name] = value
|
||||||
|
return out
|
||||||
|
|
||||||
|
|
||||||
|
def merge(held: Turn, extra: Turn) -> Turn:
|
||||||
|
"""Fold a second record of the same API message into the first.
|
||||||
|
|
||||||
|
Usage is the same block repeated, so the max per key is taken (robust to a
|
||||||
|
record written before ``output_tokens`` was final). Tool calls are spread
|
||||||
|
across the records -- one per ``tool_use`` block -- so those are summed.
|
||||||
|
"""
|
||||||
|
keys = held.usage.keys() | extra.usage.keys()
|
||||||
|
usage = {k: max(held.usage.get(k, 0), extra.usage.get(k, 0)) for k in keys}
|
||||||
|
return replace(
|
||||||
|
held,
|
||||||
|
usage=usage,
|
||||||
|
context=max(held.context, extra.context),
|
||||||
|
tool_calls=held.tool_calls + extra.tool_calls,
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
|
class TurnMerger:
|
||||||
|
"""Collapse consecutive same-id records into one turn, drop late repeats."""
|
||||||
|
|
||||||
|
def __init__(self) -> None:
|
||||||
|
"""Start with nothing held and no ids seen."""
|
||||||
|
self._held: Turn | None = None
|
||||||
|
self._seen: set[str] = set()
|
||||||
|
|
||||||
|
def push(self, turn: Turn) -> Turn | None:
|
||||||
|
"""Accept one record's turn; return a completed turn if one is ready."""
|
||||||
|
held = self._held
|
||||||
|
if held is not None and turn.message_id and turn.message_id == held.message_id:
|
||||||
|
self._held = merge(held, turn)
|
||||||
|
return None
|
||||||
|
done = self.flush()
|
||||||
|
if turn.message_id and turn.message_id in self._seen:
|
||||||
|
return done
|
||||||
|
if turn.message_id:
|
||||||
|
self._seen.add(turn.message_id)
|
||||||
|
self._held = turn
|
||||||
|
return done
|
||||||
|
|
||||||
|
def flush(self) -> Turn | None:
|
||||||
|
"""Release the held turn, if any."""
|
||||||
|
done, self._held = self._held, None
|
||||||
|
return done
|
||||||
115
python_pkg/token_audit/review.py
Normal file
115
python_pkg/token_audit/review.py
Normal file
@ -0,0 +1,115 @@
|
|||||||
|
"""The "since last time" half of the report: comparison, ledger, candidates.
|
||||||
|
|
||||||
|
Kept apart from :mod:`report` (the per-window tables) because everything here
|
||||||
|
depends on state outside the window -- the previous snapshot, the ledger, the
|
||||||
|
registered MCP servers and skills -- and so is exactly the part a re-run must
|
||||||
|
reproduce from durable files rather than from transcripts that expire.
|
||||||
|
"""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from typing import TYPE_CHECKING, Any
|
||||||
|
|
||||||
|
from python_pkg.token_audit import history, recommend, surfaces, unused
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from python_pkg.token_audit.attribute import Axes, Totals
|
||||||
|
|
||||||
|
SNAPSHOT_VERSION = 2
|
||||||
|
# Metrics compared run-over-run; all are rates, never window totals, because
|
||||||
|
# windows differ in length (the "up 122%" of 2026-10-04 compared 37 days to 7).
|
||||||
|
COMPARED: tuple[str, ...] = (
|
||||||
|
"usd_per_commit",
|
||||||
|
"usd_per_day",
|
||||||
|
"usd_per_call",
|
||||||
|
"calls_per_day",
|
||||||
|
"subagent_usd_share",
|
||||||
|
"over_budget_usd_share",
|
||||||
|
"home_cwd_usd_share",
|
||||||
|
"batching_calls_per_msg",
|
||||||
|
"bash_tokens_per_call",
|
||||||
|
"standing_tokens_est",
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
|
def extra_metrics(totals: Totals, axes: Axes) -> dict[str, float]:
|
||||||
|
"""Metrics that come from the token axes rather than from dollars."""
|
||||||
|
bash_calls = axes.tool_calls.get("Bash", 0)
|
||||||
|
standing = sum(s.est_tokens for s in surfaces.collect())
|
||||||
|
return {
|
||||||
|
"batching_calls_per_msg": round(axes.batching.per_message, 3),
|
||||||
|
"bash_tokens_per_call": (
|
||||||
|
round(axes.tool_tokens.get("Bash", 0) / bash_calls, 1)
|
||||||
|
if bash_calls
|
||||||
|
else 0.0
|
||||||
|
),
|
||||||
|
"image_usd_share": (
|
||||||
|
round(axes.image_cost / totals.weighted, 4) if totals.weighted else 0.0
|
||||||
|
),
|
||||||
|
"standing_tokens_est": standing,
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def _comparison(now: dict[str, Any], prev: dict[str, Any] | None) -> list[str]:
|
||||||
|
"""Rate-by-rate table against the previous comparable snapshot."""
|
||||||
|
if prev is None or prev.get("v", 1) < SNAPSHOT_VERSION:
|
||||||
|
return [
|
||||||
|
"_No comparable previous snapshot (pre-2026-10-04 reports counted "
|
||||||
|
"every API call ~1.9x and omitted subagents; do not compare against "
|
||||||
|
"them). The next run will show deltas._",
|
||||||
|
]
|
||||||
|
before = prev.get("metrics", {})
|
||||||
|
out = ["| metric | previous | now | change |", "|---|---|---|---|"]
|
||||||
|
for key in COMPARED:
|
||||||
|
old, new = before.get(key), now.get(key)
|
||||||
|
if not isinstance(old, (int, float)) or not isinstance(new, (int, float)):
|
||||||
|
continue
|
||||||
|
change = f"{(new - old) / old * 100:+.1f}%" if old else "n/a"
|
||||||
|
out.append(f"| {key} | {old:,} | {new:,} | {change} |")
|
||||||
|
return out
|
||||||
|
|
||||||
|
|
||||||
|
def _cell(value: float | None) -> str:
|
||||||
|
"""A ledger table cell: the number, or a dash when there is none."""
|
||||||
|
return "-" if value is None else str(value)
|
||||||
|
|
||||||
|
|
||||||
|
def _ledger(snap: dict[str, Any]) -> list[str]:
|
||||||
|
"""Score every applied lever against the current metrics."""
|
||||||
|
verdicts = history.score(history.read_ledger(), snap)
|
||||||
|
if not verdicts:
|
||||||
|
return ["_Ledger empty: nothing applied yet._"]
|
||||||
|
out = [
|
||||||
|
"| date-applied lever | metric | baseline | predicted | now | outcome | note |",
|
||||||
|
"|---|---|---|---|---|---|---|",
|
||||||
|
]
|
||||||
|
out += [
|
||||||
|
f"| {v.lever} | {v.metric} | {v.baseline:,} | {_cell(v.predicted)} "
|
||||||
|
f"| {_cell(v.actual)} | **{v.outcome}** | {v.note} |"
|
||||||
|
for v in verdicts
|
||||||
|
]
|
||||||
|
return out
|
||||||
|
|
||||||
|
|
||||||
|
def render(
|
||||||
|
snap: dict[str, Any], prev: dict[str, Any] | None, *, levers: bool
|
||||||
|
) -> list[str]:
|
||||||
|
"""Markdown for comparison, ledger and (optionally) candidate levers."""
|
||||||
|
lines = ["## Since the previous analysis", ""]
|
||||||
|
lines += _comparison(snap["metrics"], prev)
|
||||||
|
lines += ["", "## What helped (ledger)", ""]
|
||||||
|
lines += _ledger(snap)
|
||||||
|
if levers:
|
||||||
|
dead_mcp = [u.name for u in unused.mcp_usage() if u.dead]
|
||||||
|
dead_skills = [u.name for u in unused.skill_usage() if u.dead]
|
||||||
|
prev_metrics = (
|
||||||
|
prev.get("metrics")
|
||||||
|
if prev and prev.get("v", 1) >= SNAPSHOT_VERSION
|
||||||
|
else None
|
||||||
|
)
|
||||||
|
found = recommend.candidates(
|
||||||
|
snap["metrics"], prev_metrics, dead_mcp, dead_skills
|
||||||
|
)
|
||||||
|
lines += ["", "## Candidate levers (rule-based)", ""]
|
||||||
|
lines += recommend.render(found)
|
||||||
|
return lines
|
||||||
30
python_pkg/token_audit/tests/conftest.py
Normal file
30
python_pkg/token_audit/tests/conftest.py
Normal file
@ -0,0 +1,30 @@
|
|||||||
|
"""Keep every token_audit test away from the real ``~/.claude`` state."""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from typing import TYPE_CHECKING
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from python_pkg.token_audit import __main__ as cli
|
||||||
|
from python_pkg.token_audit import history, report, surfaces, unused
|
||||||
|
|
||||||
|
if TYPE_CHECKING:
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.fixture(autouse=True)
|
||||||
|
def _isolated_home(tmp_path: Path, monkeypatch: pytest.MonkeyPatch) -> Path:
|
||||||
|
"""Point HOME and every module-level ``~/.claude`` constant at tmp_path."""
|
||||||
|
home = tmp_path / "home"
|
||||||
|
claude = home / ".claude"
|
||||||
|
claude.mkdir(parents=True)
|
||||||
|
monkeypatch.setenv("HOME", str(home))
|
||||||
|
monkeypatch.setattr(history, "REPORT_DIR", claude / "token-report")
|
||||||
|
monkeypatch.setattr(report, "REPORT_DIR", claude / "token-report")
|
||||||
|
monkeypatch.setattr(cli, "TRANSCRIPT_ROOT", claude / "projects")
|
||||||
|
monkeypatch.setattr(unused, "TRANSCRIPT_ROOT", claude / "projects")
|
||||||
|
monkeypatch.setattr(surfaces, "CLAUDE_DIR", claude)
|
||||||
|
monkeypatch.setattr(surfaces, "GLOBAL_CONFIG", home / ".claude.json")
|
||||||
|
monkeypatch.setattr(surfaces, "SETTINGS", claude / "settings.json")
|
||||||
|
return home
|
||||||
138
python_pkg/token_audit/tests/test_breakdown.py
Normal file
138
python_pkg/token_audit/tests/test_breakdown.py
Normal file
@ -0,0 +1,138 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from python_pkg.token_audit import breakdown
|
||||||
|
from python_pkg.token_audit.model import Session, ToolCall, Turn
|
||||||
|
from python_pkg.token_audit.pricing import Price, PriceBook
|
||||||
|
|
||||||
|
BOOK = PriceBook(
|
||||||
|
models={
|
||||||
|
"claude-opus-5": Price(input=10.0, output=0.0, cache_read=0.0),
|
||||||
|
"claude-sonnet-5-5": Price(input=2.0, output=0.0, cache_read=0.0),
|
||||||
|
},
|
||||||
|
default="claude-opus-5",
|
||||||
|
)
|
||||||
|
MILLION = 1_000_000
|
||||||
|
|
||||||
|
|
||||||
|
def _turn(
|
||||||
|
model: str = "claude-opus-5",
|
||||||
|
context: int = 0,
|
||||||
|
stamp: float = 0.0,
|
||||||
|
tokens: int = MILLION,
|
||||||
|
) -> Turn:
|
||||||
|
return Turn(
|
||||||
|
usage={"input_tokens": tokens},
|
||||||
|
context=context,
|
||||||
|
model=model,
|
||||||
|
is_sidechain=False,
|
||||||
|
timestamp=stamp,
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
|
def _sessions() -> list[Session]:
|
||||||
|
main = Session(
|
||||||
|
"m",
|
||||||
|
"m.jsonl",
|
||||||
|
cwd=str(Path.home()),
|
||||||
|
turns=[
|
||||||
|
_turn(stamp=1000.0),
|
||||||
|
_turn(context=breakdown.CONTEXT_BUDGET + 1, stamp=500.0),
|
||||||
|
_turn(stamp=2000.0),
|
||||||
|
],
|
||||||
|
tools=[ToolCall("Bash", 1, commit=True), ToolCall("Read", 1)],
|
||||||
|
)
|
||||||
|
sub_opus = Session(
|
||||||
|
"a",
|
||||||
|
"a.jsonl",
|
||||||
|
cwd="/elsewhere",
|
||||||
|
turns=[_turn()],
|
||||||
|
parent_id="m",
|
||||||
|
agent_type="Explore",
|
||||||
|
description="scan",
|
||||||
|
)
|
||||||
|
sub_sonnet = Session(
|
||||||
|
"b",
|
||||||
|
"b.jsonl",
|
||||||
|
turns=[_turn(model="claude-sonnet-5-5")],
|
||||||
|
parent_id="m",
|
||||||
|
)
|
||||||
|
return [main, sub_opus, sub_sonnet]
|
||||||
|
|
||||||
|
|
||||||
|
def test_bucket_labels() -> None:
|
||||||
|
assert breakdown._bucket(1) == "1-100"
|
||||||
|
assert breakdown._bucket(100) == "1-100"
|
||||||
|
assert breakdown._bucket(101) == "101-200"
|
||||||
|
assert breakdown._bucket(1500) == "1001+"
|
||||||
|
|
||||||
|
|
||||||
|
def test_stamp_ignores_zero_and_tracks_span() -> None:
|
||||||
|
found = breakdown.Breakdown()
|
||||||
|
breakdown._stamp(found, 0.0)
|
||||||
|
assert (found.earliest, found.latest) == (0.0, 0.0)
|
||||||
|
breakdown._stamp(found, 100.0)
|
||||||
|
breakdown._stamp(found, 50.0)
|
||||||
|
assert (found.earliest, found.latest) == (50.0, 100.0)
|
||||||
|
|
||||||
|
|
||||||
|
def test_build_rolls_up_every_axis() -> None:
|
||||||
|
found = breakdown.build(_sessions(), BOOK)
|
||||||
|
assert found.usd_main == pytest.approx(30.0)
|
||||||
|
assert found.usd_sub == pytest.approx(10.0 + 2.0)
|
||||||
|
assert found.usd_total == pytest.approx(42.0)
|
||||||
|
assert (found.calls_main, found.calls_sub, found.calls) == (3, 2, 5)
|
||||||
|
assert found.over_budget_calls == 1
|
||||||
|
assert found.over_budget_usd == pytest.approx(10.0)
|
||||||
|
assert found.home_usd == pytest.approx(30.0)
|
||||||
|
assert found.commits == 1
|
||||||
|
assert found.by_agent_type == {"Explore": 10.0, "unknown": 2.0}
|
||||||
|
assert found.by_description == {"scan": 10.0, "?": 2.0}
|
||||||
|
assert found.sub_opus_usd == pytest.approx(10.0)
|
||||||
|
assert found.sub_opus_repriced_usd == pytest.approx(2.0)
|
||||||
|
assert found.buckets["1-100"].calls == 3
|
||||||
|
assert (found.earliest, found.latest) == (500.0, 2000.0)
|
||||||
|
|
||||||
|
|
||||||
|
def test_days_has_one_minute_floor() -> None:
|
||||||
|
assert breakdown.Breakdown().days == 60.0 / breakdown.SECONDS_PER_DAY
|
||||||
|
|
||||||
|
|
||||||
|
def test_metrics_for_populated_breakdown() -> None:
|
||||||
|
m = breakdown.metrics(breakdown.build(_sessions(), BOOK))
|
||||||
|
assert m["usd_total"] == 42.0
|
||||||
|
assert m["calls"] == 5
|
||||||
|
assert m["commits"] == 1
|
||||||
|
assert m["usd_per_commit"] == 42.0
|
||||||
|
assert m["usd_per_call"] == pytest.approx(8.4)
|
||||||
|
assert m["subagent_usd_share"] == round(12 / 42, 4)
|
||||||
|
assert m["subagent_opus_usd_share"] == round(10 / 12, 4)
|
||||||
|
assert m["opus_usd_share"] == round(40 / 42, 4)
|
||||||
|
assert m["home_cwd_usd_share"] == round(30 / 42, 4)
|
||||||
|
assert m["over_budget_call_share"] == 0.2
|
||||||
|
assert m["subagent_sonnet_saving_usd"] == 8.0
|
||||||
|
|
||||||
|
|
||||||
|
def test_metrics_for_empty_breakdown_is_all_zero() -> None:
|
||||||
|
m = breakdown.metrics(breakdown.Breakdown())
|
||||||
|
assert m["usd_per_call"] == 0.0
|
||||||
|
assert m["usd_per_commit"] == 0.0
|
||||||
|
assert m["subagent_usd_share"] == 0.0
|
||||||
|
assert m["calls"] == 0
|
||||||
|
|
||||||
|
|
||||||
|
def test_render_has_every_section() -> None:
|
||||||
|
text = "\n".join(breakdown.render(breakdown.build(_sessions(), BOOK)))
|
||||||
|
for heading in (
|
||||||
|
"## Dollar view",
|
||||||
|
"### By model",
|
||||||
|
"### Subagents by type",
|
||||||
|
"### Costliest subagent tasks",
|
||||||
|
"### Cost per call by position",
|
||||||
|
):
|
||||||
|
assert heading in text
|
||||||
|
assert "| claude-opus-5 | $40.00 |" in text
|
||||||
|
assert "| 1-100 | $10.0000 | 3 |" in text
|
||||||
@ -18,10 +18,11 @@ def _transcript(
|
|||||||
turns: int = 2,
|
turns: int = 2,
|
||||||
*,
|
*,
|
||||||
image: bool = False,
|
image: bool = False,
|
||||||
|
stamp: str | None = None,
|
||||||
) -> Path:
|
) -> Path:
|
||||||
project = root / "proj"
|
project = root / "proj"
|
||||||
project.mkdir(exist_ok=True)
|
project.mkdir(exist_ok=True)
|
||||||
records = []
|
records: list[dict[str, object]] = []
|
||||||
if image:
|
if image:
|
||||||
records += [
|
records += [
|
||||||
{
|
{
|
||||||
@ -63,6 +64,8 @@ def _transcript(
|
|||||||
},
|
},
|
||||||
},
|
},
|
||||||
)
|
)
|
||||||
|
if stamp is not None:
|
||||||
|
records = [r | {"timestamp": stamp} for r in records]
|
||||||
path = project / f"{name}.jsonl"
|
path = project / f"{name}.jsonl"
|
||||||
path.write_text("\n".join(json.dumps(r) for r in records), encoding="utf-8")
|
path.write_text("\n".join(json.dumps(r) for r in records), encoding="utf-8")
|
||||||
return path
|
return path
|
||||||
@ -145,7 +148,7 @@ def test_explicit_since_and_until_window(tmp_path: Path) -> None:
|
|||||||
|
|
||||||
|
|
||||||
def test_until_before_files_yields_no_data(tmp_path: Path) -> None:
|
def test_until_before_files_yields_no_data(tmp_path: Path) -> None:
|
||||||
_transcript(tmp_path)
|
_transcript(tmp_path, stamp="2026-01-01T00:00:00+00:00")
|
||||||
code = cli.main(
|
code = cli.main(
|
||||||
["--root", str(tmp_path), "--since", "0", "--until", "1", "--no-write"]
|
["--root", str(tmp_path), "--since", "0", "--until", "1", "--no-write"]
|
||||||
)
|
)
|
||||||
@ -170,8 +173,11 @@ def test_second_run_reports_delta(
|
|||||||
args = ["--root", str(tmp_path), "--out", str(out_dir), "--days", "36500"]
|
args = ["--root", str(tmp_path), "--out", str(out_dir), "--days", "36500"]
|
||||||
cli.main(args)
|
cli.main(args)
|
||||||
capsys.readouterr()
|
capsys.readouterr()
|
||||||
cli.main(args)
|
# A bare rerun starts where the first ended (nothing new); pin the window.
|
||||||
assert "Week over week" in capsys.readouterr().out
|
cli.main([*args, "--since", "0"])
|
||||||
|
out = capsys.readouterr().out
|
||||||
|
assert "## Since the previous analysis" in out
|
||||||
|
assert "| usd_per_day |" in out
|
||||||
|
|
||||||
|
|
||||||
def test_parser_defaults() -> None:
|
def test_parser_defaults() -> None:
|
||||||
@ -190,3 +196,12 @@ def test_help_exits_zero(flag: str) -> None:
|
|||||||
with pytest.raises(SystemExit) as excinfo:
|
with pytest.raises(SystemExit) as excinfo:
|
||||||
cli.main([flag])
|
cli.main([flag])
|
||||||
assert excinfo.value.code == 0
|
assert excinfo.value.code == 0
|
||||||
|
|
||||||
|
|
||||||
|
def test_rerun_starts_where_previous_window_ended(tmp_path: Path) -> None:
|
||||||
|
_transcript(tmp_path)
|
||||||
|
out_dir = tmp_path / "out"
|
||||||
|
args = ["--root", str(tmp_path), "--out", str(out_dir), "--days", "36500"]
|
||||||
|
assert cli.main(args) == 0
|
||||||
|
# The first run's window end is now the default start: nothing newer.
|
||||||
|
assert cli.main(args) == cli.EXIT_NO_DATA
|
||||||
|
|||||||
51
python_pkg/token_audit/tests/test_discover.py
Normal file
51
python_pkg/token_audit/tests/test_discover.py
Normal file
@ -0,0 +1,51 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
import os
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
from python_pkg.token_audit import discover
|
||||||
|
|
||||||
|
|
||||||
|
def _touch(path: Path, mtime: float, text: str = "{}") -> Path:
|
||||||
|
path.parent.mkdir(parents=True, exist_ok=True)
|
||||||
|
path.write_text(text, encoding="utf-8")
|
||||||
|
os.utime(path, (mtime, mtime))
|
||||||
|
return path
|
||||||
|
|
||||||
|
|
||||||
|
def test_find_transcripts_prunes_by_mtime_newest_first(tmp_path: Path) -> None:
|
||||||
|
old = _touch(tmp_path / "p" / "old.jsonl", 1000)
|
||||||
|
mid = _touch(tmp_path / "p" / "mid.jsonl", 20_000)
|
||||||
|
new = _touch(tmp_path / "q" / "new.jsonl", 50_000)
|
||||||
|
assert discover.find_transcripts(tmp_path, since=10_000) == [new, mid]
|
||||||
|
assert discover.find_transcripts(tmp_path, since=0) == [new, mid, old]
|
||||||
|
|
||||||
|
|
||||||
|
def test_find_transcripts_includes_subagent_layout(tmp_path: Path) -> None:
|
||||||
|
main = _touch(tmp_path / "p" / "s.jsonl", 100)
|
||||||
|
sub = _touch(tmp_path / "p" / "s" / "subagents" / "agent-1.jsonl", 200)
|
||||||
|
assert discover.find_transcripts(tmp_path, since=0) == [sub, main]
|
||||||
|
|
||||||
|
|
||||||
|
def test_first_cwd_skips_junk_and_cwdless_records(tmp_path: Path) -> None:
|
||||||
|
lines = ["not json", "[1]", '{"a": 1}', '{"cwd": 5}', '{"cwd": "/x"}']
|
||||||
|
path = _touch(tmp_path / "t.jsonl", 1, "\n".join(lines))
|
||||||
|
assert discover.first_cwd(path) == "/x"
|
||||||
|
|
||||||
|
|
||||||
|
def test_first_cwd_none_when_absent(tmp_path: Path) -> None:
|
||||||
|
path = _touch(tmp_path / "t.jsonl", 1, '{"a": 1}')
|
||||||
|
assert discover.first_cwd(path) is None
|
||||||
|
|
||||||
|
|
||||||
|
def test_agent_meta_reads_sibling(tmp_path: Path) -> None:
|
||||||
|
path = _touch(tmp_path / "agent-1.jsonl", 1)
|
||||||
|
_touch(tmp_path / "agent-1.meta.json", 1, '{"agentType": "Explore"}')
|
||||||
|
assert discover.agent_meta(path) == {"agentType": "Explore"}
|
||||||
|
|
||||||
|
|
||||||
|
def test_agent_meta_empty_when_missing_or_bad(tmp_path: Path) -> None:
|
||||||
|
path = _touch(tmp_path / "agent-1.jsonl", 1)
|
||||||
|
assert discover.agent_meta(path) == {}
|
||||||
|
_touch(tmp_path / "agent-1.meta.json", 1, "garbage")
|
||||||
|
assert discover.agent_meta(path) == {}
|
||||||
76
python_pkg/token_audit/tests/test_history.py
Normal file
76
python_pkg/token_audit/tests/test_history.py
Normal file
@ -0,0 +1,76 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
import json
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
from python_pkg.token_audit import history
|
||||||
|
|
||||||
|
|
||||||
|
def test_save_snapshot_never_overwrites(tmp_path: Path) -> None:
|
||||||
|
first = history.save_snapshot({"n": 1}, tmp_path)
|
||||||
|
second = history.save_snapshot({"n": 2}, tmp_path)
|
||||||
|
assert first != second
|
||||||
|
assert json.loads(first.read_text(encoding="utf-8")) == {"n": 1}
|
||||||
|
assert json.loads(second.read_text(encoding="utf-8")) == {"n": 2}
|
||||||
|
assert first.parent == tmp_path / history.HISTORY_NAME
|
||||||
|
|
||||||
|
|
||||||
|
def test_default_directory_is_redirected_report_dir() -> None:
|
||||||
|
path = history.save_snapshot({"n": 1})
|
||||||
|
assert path.is_relative_to(history.REPORT_DIR)
|
||||||
|
assert history.last_snapshot() == {"n": 1}
|
||||||
|
|
||||||
|
|
||||||
|
def test_last_snapshot_none_without_folder(tmp_path: Path) -> None:
|
||||||
|
assert history.last_snapshot(tmp_path) is None
|
||||||
|
assert history.default_since(tmp_path) is None
|
||||||
|
|
||||||
|
|
||||||
|
def test_last_snapshot_skips_unreadable_and_non_dict(tmp_path: Path) -> None:
|
||||||
|
folder = tmp_path / history.HISTORY_NAME
|
||||||
|
folder.mkdir()
|
||||||
|
(folder / "2026-01-01.json").write_text('{"ok": true}', encoding="utf-8")
|
||||||
|
(folder / "2026-01-02.json").write_text("[1]", encoding="utf-8")
|
||||||
|
(folder / "2026-01-03.json").write_text("garbage", encoding="utf-8")
|
||||||
|
assert history.last_snapshot(tmp_path) == {"ok": True}
|
||||||
|
|
||||||
|
|
||||||
|
def test_last_snapshot_none_when_nothing_usable(tmp_path: Path) -> None:
|
||||||
|
folder = tmp_path / history.HISTORY_NAME
|
||||||
|
folder.mkdir()
|
||||||
|
(folder / "2026-01-01.json").write_text("garbage", encoding="utf-8")
|
||||||
|
assert history.last_snapshot(tmp_path) is None
|
||||||
|
|
||||||
|
|
||||||
|
def test_default_since_reads_window_end(tmp_path: Path) -> None:
|
||||||
|
history.save_snapshot({"window": {"until": 123.5}}, tmp_path)
|
||||||
|
assert history.default_since(tmp_path) == 123.5
|
||||||
|
|
||||||
|
|
||||||
|
def test_default_since_none_when_until_not_numeric(tmp_path: Path) -> None:
|
||||||
|
history.save_snapshot({"window": {"until": "soon"}}, tmp_path)
|
||||||
|
assert history.default_since(tmp_path) is None
|
||||||
|
|
||||||
|
|
||||||
|
def test_read_ledger_missing_file(tmp_path: Path) -> None:
|
||||||
|
assert history.read_ledger(tmp_path) == []
|
||||||
|
|
||||||
|
|
||||||
|
def test_append_and_read_ledger_filters_bad_lines(tmp_path: Path) -> None:
|
||||||
|
target = tmp_path / "nested"
|
||||||
|
history.append_ledger({"metric": "m", "baseline": 1.0}, target)
|
||||||
|
history.append_ledger(
|
||||||
|
{"metric": "m", "baseline": 2.0, "date": "2020-01-01"}, target
|
||||||
|
)
|
||||||
|
ledger = target / history.LEDGER_NAME
|
||||||
|
with ledger.open("a", encoding="utf-8") as handle:
|
||||||
|
handle.write("garbage\n[1]\n" + json.dumps({"metric": "only"}) + "\n")
|
||||||
|
entries = history.read_ledger(target)
|
||||||
|
assert [e["baseline"] for e in entries] == [1.0, 2.0]
|
||||||
|
assert entries[1]["date"] == "2020-01-01"
|
||||||
|
assert len(entries[0]["date"]) == len("2026-10-04")
|
||||||
|
|
||||||
|
|
||||||
|
def test_append_ledger_default_directory() -> None:
|
||||||
|
history.append_ledger({"metric": "m", "baseline": 1})
|
||||||
|
assert len(history.read_ledger()) == 1
|
||||||
69
python_pkg/token_audit/tests/test_history_score.py
Normal file
69
python_pkg/token_audit/tests/test_history_score.py
Normal file
@ -0,0 +1,69 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from python_pkg.token_audit import history
|
||||||
|
|
||||||
|
|
||||||
|
def _entry(**over: object) -> dict[str, object]:
|
||||||
|
return {"lever": "L", "metric": "m", "baseline": 100.0, **over}
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.mark.parametrize(
|
||||||
|
("baseline", "actual", "lower", "outcome"),
|
||||||
|
[
|
||||||
|
(0.0, 5.0, True, "no baseline"),
|
||||||
|
(100.0, 102.0, True, "no effect"),
|
||||||
|
(100.0, 50.0, True, "helped"),
|
||||||
|
(100.0, 150.0, True, "regressed"),
|
||||||
|
(100.0, 150.0, False, "helped"),
|
||||||
|
(100.0, 50.0, False, "regressed"),
|
||||||
|
],
|
||||||
|
)
|
||||||
|
def test_outcome_classes(
|
||||||
|
baseline: float, actual: float, outcome: str, *, lower: bool
|
||||||
|
) -> None:
|
||||||
|
assert history._outcome(baseline, actual, lower_is_better=lower) == outcome
|
||||||
|
|
||||||
|
|
||||||
|
def test_prediction_note_variants() -> None:
|
||||||
|
assert history._prediction_note(100, None, 50) == ""
|
||||||
|
assert history._prediction_note(100, 100, 50) == ""
|
||||||
|
assert history._prediction_note(100, 50, 50) == "prediction held"
|
||||||
|
assert history._prediction_note(100, 50, 100) == "prediction off by 100%"
|
||||||
|
|
||||||
|
|
||||||
|
def test_score_measured_entry() -> None:
|
||||||
|
verdicts = history.score(
|
||||||
|
[_entry(predicted=50.0)],
|
||||||
|
{"metrics": {"m": 50}},
|
||||||
|
)
|
||||||
|
(verdict,) = verdicts
|
||||||
|
assert verdict.outcome == "helped"
|
||||||
|
assert verdict.actual == 50.0
|
||||||
|
assert verdict.predicted == 50.0
|
||||||
|
assert verdict.note == "prediction held"
|
||||||
|
|
||||||
|
|
||||||
|
def test_score_higher_is_better_without_prediction() -> None:
|
||||||
|
(verdict,) = history.score(
|
||||||
|
[_entry(lower_is_better=False)],
|
||||||
|
{"metrics": {"m": 200}},
|
||||||
|
)
|
||||||
|
assert verdict.outcome == "helped"
|
||||||
|
assert verdict.predicted is None
|
||||||
|
assert verdict.note == ""
|
||||||
|
|
||||||
|
|
||||||
|
def test_score_unmeasured_metric() -> None:
|
||||||
|
(verdict,) = history.score([_entry(predicted=1)], {"metrics": {}})
|
||||||
|
assert verdict.outcome == "unmeasured"
|
||||||
|
assert verdict.actual is None
|
||||||
|
assert verdict.predicted == 1.0
|
||||||
|
|
||||||
|
|
||||||
|
def test_score_unmeasured_without_lever_or_metrics_key() -> None:
|
||||||
|
entry = {"metric": "m", "baseline": 1}
|
||||||
|
(verdict,) = history.score([entry], {})
|
||||||
|
assert verdict.lever == "?"
|
||||||
|
assert verdict.outcome == "unmeasured"
|
||||||
@ -186,7 +186,7 @@ def test_load_session_ignores_events_of_other_types(
|
|||||||
tmp_path: Path, monkeypatch: pytest.MonkeyPatch
|
tmp_path: Path, monkeypatch: pytest.MonkeyPatch
|
||||||
) -> None:
|
) -> None:
|
||||||
path = _write(tmp_path, [_assistant(usage={"output_tokens": 1})])
|
path = _write(tmp_path, [_assistant(usage={"output_tokens": 1})])
|
||||||
monkeypatch.setattr(parse, "iter_events", lambda _: iter([("turn", "not a Turn")]))
|
monkeypatch.setattr(parse, "iter_events", lambda *_: iter([("turn", "not a Turn")]))
|
||||||
session = parse.load_session(path)
|
session = parse.load_session(path)
|
||||||
assert session.turns == []
|
assert session.turns == []
|
||||||
assert session.tools == []
|
assert session.tools == []
|
||||||
|
|||||||
@ -84,23 +84,6 @@ def test_events_carry_expected_types(tmp_path: Path) -> None:
|
|||||||
assert isinstance(events["turn"], Turn)
|
assert isinstance(events["turn"], Turn)
|
||||||
|
|
||||||
|
|
||||||
def test_find_transcripts_filters_by_window(tmp_path: Path) -> None:
|
|
||||||
project = tmp_path / "proj"
|
|
||||||
project.mkdir()
|
|
||||||
old = project / "old.jsonl"
|
|
||||||
new = project / "new.jsonl"
|
|
||||||
old.write_text("{}", encoding="utf-8")
|
|
||||||
new.write_text("{}", encoding="utf-8")
|
|
||||||
import os
|
|
||||||
|
|
||||||
os.utime(old, (1000, 1000))
|
|
||||||
os.utime(new, (50_000, 50_000))
|
|
||||||
|
|
||||||
assert parse.find_transcripts(tmp_path, since=10_000) == [new]
|
|
||||||
assert parse.find_transcripts(tmp_path, since=0, until=2000) == [old]
|
|
||||||
assert len(parse.find_transcripts(tmp_path, since=0)) == 2
|
|
||||||
|
|
||||||
|
|
||||||
@pytest.mark.parametrize("payload", [None, "abcdefgh"])
|
@pytest.mark.parametrize("payload", [None, "abcdefgh"])
|
||||||
def test_result_tokens_handles_missing_content(payload: str | None) -> None:
|
def test_result_tokens_handles_missing_content(payload: str | None) -> None:
|
||||||
assert parse._result_tokens({"content": payload}) >= 0
|
assert parse._result_tokens({"content": payload}) >= 0
|
||||||
|
|||||||
74
python_pkg/token_audit/tests/test_parse_subagent.py
Normal file
74
python_pkg/token_audit/tests/test_parse_subagent.py
Normal file
@ -0,0 +1,74 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
import json
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
from python_pkg.token_audit import parse
|
||||||
|
from python_pkg.token_audit.model import Turn
|
||||||
|
|
||||||
|
|
||||||
|
def _line(record: dict[str, object]) -> str:
|
||||||
|
return json.dumps(record)
|
||||||
|
|
||||||
|
|
||||||
|
def test_tool_result_flushes_held_turn_in_order(tmp_path: Path) -> None:
|
||||||
|
use = {"type": "tool_use", "id": "t1", "name": "Bash", "input": {}}
|
||||||
|
records = [
|
||||||
|
{
|
||||||
|
"message": {
|
||||||
|
"id": "m1",
|
||||||
|
"model": "claude-opus-5",
|
||||||
|
"usage": {"output_tokens": 2},
|
||||||
|
"content": [use],
|
||||||
|
},
|
||||||
|
},
|
||||||
|
{"message": {"content": [{"type": "tool_result", "tool_use_id": "t1"}]}},
|
||||||
|
]
|
||||||
|
path = tmp_path / "s.jsonl"
|
||||||
|
path.write_text("\n".join(_line(r) for r in records), encoding="utf-8")
|
||||||
|
kinds = [kind for kind, _ in parse.iter_events(path)]
|
||||||
|
assert kinds == ["turn", "tool"]
|
||||||
|
|
||||||
|
|
||||||
|
def test_load_session_tags_subagent(tmp_path: Path) -> None:
|
||||||
|
sub = tmp_path / "proj" / "sess-1" / "subagents"
|
||||||
|
sub.mkdir(parents=True)
|
||||||
|
path = sub / "agent-a.jsonl"
|
||||||
|
record = {"message": {"model": "claude-opus-5", "usage": {"output_tokens": 1}}}
|
||||||
|
path.write_text(_line(record), encoding="utf-8")
|
||||||
|
(sub / "agent-a.meta.json").write_text(
|
||||||
|
json.dumps({"agentType": "Explore", "description": "find things"}),
|
||||||
|
encoding="utf-8",
|
||||||
|
)
|
||||||
|
session = parse.load_session(path)
|
||||||
|
assert session.parent_id == "sess-1"
|
||||||
|
assert session.agent_type == "Explore"
|
||||||
|
assert session.description == "find things"
|
||||||
|
assert isinstance(session.turns[0], Turn)
|
||||||
|
|
||||||
|
|
||||||
|
def test_load_session_subagent_without_meta_defaults(tmp_path: Path) -> None:
|
||||||
|
sub = tmp_path / "proj" / "sess-2" / "subagents"
|
||||||
|
sub.mkdir(parents=True)
|
||||||
|
path = sub / "agent-b.jsonl"
|
||||||
|
path.write_text("{}", encoding="utf-8")
|
||||||
|
session = parse.load_session(path)
|
||||||
|
assert session.agent_type == "unknown"
|
||||||
|
assert session.description == ""
|
||||||
|
|
||||||
|
|
||||||
|
def test_window_filters_records_by_timestamp(tmp_path: Path) -> None:
|
||||||
|
def rec(stamp: str, mid: str) -> dict[str, object]:
|
||||||
|
return {
|
||||||
|
"timestamp": stamp,
|
||||||
|
"message": {"id": mid, "usage": {"output_tokens": 1}},
|
||||||
|
}
|
||||||
|
|
||||||
|
path = tmp_path / "s.jsonl"
|
||||||
|
rows = [
|
||||||
|
rec("1970-01-01T00:00:10+00:00", "a"),
|
||||||
|
rec("1970-01-01T00:01:40+00:00", "b"),
|
||||||
|
]
|
||||||
|
path.write_text("\n".join(_line(r) for r in rows), encoding="utf-8")
|
||||||
|
session = parse.load_session(path, (50.0, 200.0))
|
||||||
|
assert [t.message_id for t in session.turns] == ["b"]
|
||||||
70
python_pkg/token_audit/tests/test_pricing.py
Normal file
70
python_pkg/token_audit/tests/test_pricing.py
Normal file
@ -0,0 +1,70 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
import json
|
||||||
|
from pathlib import Path
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from python_pkg.token_audit import pricing
|
||||||
|
from python_pkg.token_audit.model import Turn
|
||||||
|
|
||||||
|
BOOK = pricing.PriceBook(
|
||||||
|
models={
|
||||||
|
"claude-opus-5": pricing.Price(input=5.0, output=25.0, cache_read=0.5),
|
||||||
|
"claude-opus-5-5": pricing.Price(input=4.0, output=20.0, cache_read=0.2),
|
||||||
|
},
|
||||||
|
default="claude-opus-5",
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
|
def _turn(usage: dict[str, int], model: str = "claude-opus-5") -> Turn:
|
||||||
|
return Turn(usage=usage, context=0, model=model, is_sidechain=False)
|
||||||
|
|
||||||
|
|
||||||
|
def test_for_model_exact_prefix_and_default() -> None:
|
||||||
|
assert BOOK.for_model("claude-opus-5").input == 5.0
|
||||||
|
# Longest matching known id wins over a shorter prefix.
|
||||||
|
assert BOOK.for_model("claude-opus-5-5-2026").input == 4.0
|
||||||
|
assert BOOK.for_model("mystery").input == 5.0
|
||||||
|
|
||||||
|
|
||||||
|
def test_load_reads_shipped_table() -> None:
|
||||||
|
book = pricing.load()
|
||||||
|
assert book.default in book.models
|
||||||
|
assert book.for_model("claude-sonnet-5-5").cache_read == 0.2
|
||||||
|
|
||||||
|
|
||||||
|
def test_load_custom_path(tmp_path: Path) -> None:
|
||||||
|
path = tmp_path / "p.json"
|
||||||
|
path.write_text(
|
||||||
|
json.dumps(
|
||||||
|
{
|
||||||
|
"default": "m",
|
||||||
|
"models": {"m": {"input": 1, "output": 2, "cache_read": 3}},
|
||||||
|
},
|
||||||
|
),
|
||||||
|
encoding="utf-8",
|
||||||
|
)
|
||||||
|
book = pricing.load(path)
|
||||||
|
assert book.models["m"] == pricing.Price(1.0, 2.0, 3.0)
|
||||||
|
|
||||||
|
|
||||||
|
def test_usd_without_split_prices_creation_as_5m() -> None:
|
||||||
|
usage = {"input_tokens": 1_000_000, "cache_creation_input_tokens": 1_000_000}
|
||||||
|
assert pricing.usd(_turn(usage), BOOK) == pytest.approx(5.0 + 1.25 * 5.0)
|
||||||
|
|
||||||
|
|
||||||
|
def test_usd_with_split_prices_1h_at_double() -> None:
|
||||||
|
usage = {
|
||||||
|
"cache_creation_input_tokens": 1_000_000,
|
||||||
|
"cache_creation_1h": 400_000,
|
||||||
|
"cache_creation_5m": 600_000,
|
||||||
|
"cache_read_input_tokens": 1_000_000,
|
||||||
|
"output_tokens": 1_000_000,
|
||||||
|
}
|
||||||
|
expected = 0.4 * 2.0 * 5.0 + 0.6 * 1.25 * 5.0 + 0.5 + 25.0
|
||||||
|
assert pricing.usd(_turn(usage), BOOK) == pytest.approx(expected)
|
||||||
|
|
||||||
|
|
||||||
|
def test_usd_zero_for_empty_usage() -> None:
|
||||||
|
assert pricing.usd(_turn({}), BOOK) == 0.0
|
||||||
89
python_pkg/token_audit/tests/test_recommend.py
Normal file
89
python_pkg/token_audit/tests/test_recommend.py
Normal file
@ -0,0 +1,89 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from typing import Any
|
||||||
|
|
||||||
|
from python_pkg.token_audit import recommend
|
||||||
|
|
||||||
|
|
||||||
|
def _fire_all() -> dict[str, Any]:
|
||||||
|
return {
|
||||||
|
"usd_total": 70.0,
|
||||||
|
"usd_per_day": 10.0,
|
||||||
|
"subagent_usd_share": 0.4,
|
||||||
|
"subagent_opus_usd_share": 0.9,
|
||||||
|
"subagent_sonnet_saving_usd": 14.0,
|
||||||
|
"over_budget_usd_share": 0.5,
|
||||||
|
"home_cwd_usd_share": 0.4,
|
||||||
|
"batching_calls_per_msg": 1.05,
|
||||||
|
"bash_tokens_per_call": 900,
|
||||||
|
"standing_tokens_est": 120,
|
||||||
|
"image_usd_share": 0.1,
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def test_num_treats_missing_and_non_numeric_as_zero() -> None:
|
||||||
|
assert recommend._num({"a": 3}, "a") == 3.0
|
||||||
|
assert recommend._num({"a": "x"}, "a") == 0.0
|
||||||
|
assert recommend._num({}, "a") == 0.0
|
||||||
|
|
||||||
|
|
||||||
|
def test_nothing_fires_on_quiet_metrics() -> None:
|
||||||
|
assert recommend.candidates({}, None, [], []) == []
|
||||||
|
assert recommend.render([]) == ["_No rule fired._"]
|
||||||
|
|
||||||
|
|
||||||
|
def test_subagent_rule_needs_both_thresholds() -> None:
|
||||||
|
low_share = {"subagent_usd_share": 0.01, "subagent_opus_usd_share": 0.9}
|
||||||
|
low_opus = {"subagent_usd_share": 0.5, "subagent_opus_usd_share": 0.1}
|
||||||
|
assert recommend._subagents(low_share) == []
|
||||||
|
assert recommend._subagents(low_opus) == []
|
||||||
|
|
||||||
|
|
||||||
|
def test_subagent_lever_sizes_saving_per_day() -> None:
|
||||||
|
(lever,) = recommend._subagents(_fire_all())
|
||||||
|
assert lever.category == "cheaper agents"
|
||||||
|
# 70 / 10 = 7 days; 14 saved over 7 days = 2 per day.
|
||||||
|
assert lever.est_usd_per_day == 2.0
|
||||||
|
|
||||||
|
|
||||||
|
def test_every_rule_fires_and_sized_levers_sort_first() -> None:
|
||||||
|
previous = {"standing_tokens_est": 100}
|
||||||
|
levers = recommend.candidates(_fire_all(), previous, ["mcp1"], ["skill1"])
|
||||||
|
titles = [lv.title for lv in levers]
|
||||||
|
assert titles[0] == "Calls over the context budget"
|
||||||
|
assert set(titles) == {
|
||||||
|
"Opus runs most subagent work",
|
||||||
|
"Calls over the context budget",
|
||||||
|
"Sessions started in ~",
|
||||||
|
"Independent tool calls not batched",
|
||||||
|
"Large Bash results",
|
||||||
|
"Always-loaded context grew",
|
||||||
|
"Images held in context",
|
||||||
|
"Unused MCP servers / skills",
|
||||||
|
}
|
||||||
|
sized = [lv.est_usd_per_day for lv in levers if lv.est_usd_per_day]
|
||||||
|
assert sized == sorted(sized, reverse=True)
|
||||||
|
|
||||||
|
|
||||||
|
def test_prefix_rule_silent_without_growth_or_baseline() -> None:
|
||||||
|
flat = {"standing_tokens_est": 100}
|
||||||
|
assert recommend._mechanics(flat, {"standing_tokens_est": 100}) == []
|
||||||
|
assert recommend._mechanics(flat, {"standing_tokens_est": 0}) == []
|
||||||
|
assert recommend._mechanics(flat, None) == []
|
||||||
|
|
||||||
|
|
||||||
|
def test_dead_lists_render_dash_for_empty_side() -> None:
|
||||||
|
assert recommend._dead([], []) == []
|
||||||
|
(only_mcp,) = recommend._dead(["m"], [])
|
||||||
|
assert "MCP: m; skills: -" in only_mcp.evidence
|
||||||
|
(only_skill,) = recommend._dead([], ["s"])
|
||||||
|
assert "MCP: -; skills: s" in only_skill.evidence
|
||||||
|
|
||||||
|
|
||||||
|
def test_render_table_formats_estimates() -> None:
|
||||||
|
sized = recommend.Lever("c", "t", "e", "a", 1.5)
|
||||||
|
unsized = recommend.Lever("c", "t2", "e", "a")
|
||||||
|
lines = recommend.render([sized, unsized])
|
||||||
|
assert lines[0].startswith("| category")
|
||||||
|
assert "| $1.50 |" in lines[2]
|
||||||
|
assert "| - |" in lines[3]
|
||||||
113
python_pkg/token_audit/tests/test_records.py
Normal file
113
python_pkg/token_audit/tests/test_records.py
Normal file
@ -0,0 +1,113 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from python_pkg.token_audit import records
|
||||||
|
from python_pkg.token_audit.model import Turn
|
||||||
|
|
||||||
|
|
||||||
|
def _turn(
|
||||||
|
message_id: str = "m1",
|
||||||
|
usage: dict[str, int] | None = None,
|
||||||
|
context: int = 0,
|
||||||
|
tool_calls: int = 0,
|
||||||
|
) -> Turn:
|
||||||
|
return Turn(
|
||||||
|
usage=usage or {},
|
||||||
|
context=context,
|
||||||
|
model="claude-opus-5",
|
||||||
|
is_sidechain=False,
|
||||||
|
message_id=message_id,
|
||||||
|
tool_calls=tool_calls,
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
|
@pytest.mark.parametrize(
|
||||||
|
"record",
|
||||||
|
[{}, {"timestamp": 5}, {"timestamp": "not a date"}],
|
||||||
|
)
|
||||||
|
def test_timestamp_none_for_missing_or_bad(record: dict[str, object]) -> None:
|
||||||
|
assert records.timestamp(record) is None
|
||||||
|
|
||||||
|
|
||||||
|
def test_timestamp_parses_iso() -> None:
|
||||||
|
stamp = records.timestamp({"timestamp": "1970-01-02T00:00:00+00:00"})
|
||||||
|
assert stamp == 86400.0
|
||||||
|
|
||||||
|
|
||||||
|
def test_in_window_rules() -> None:
|
||||||
|
dated = {"timestamp": "1970-01-01T00:01:40+00:00"} # 100s
|
||||||
|
assert records.in_window(dated, None)
|
||||||
|
assert records.in_window({}, (0.0, 1.0))
|
||||||
|
assert records.in_window(dated, (100.0, 100.0))
|
||||||
|
assert not records.in_window(dated, (101.0, 200.0))
|
||||||
|
assert not records.in_window(dated, (0.0, 99.0))
|
||||||
|
|
||||||
|
|
||||||
|
def test_cache_split_reads_both_classes() -> None:
|
||||||
|
usage = {
|
||||||
|
"cache_creation": {
|
||||||
|
"ephemeral_1h_input_tokens": 7,
|
||||||
|
"ephemeral_5m_input_tokens": 3,
|
||||||
|
},
|
||||||
|
}
|
||||||
|
assert records.cache_split(usage) == {
|
||||||
|
records.CACHE_1H: 7,
|
||||||
|
records.CACHE_5M: 3,
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
def test_cache_split_ignores_non_dict_and_non_int() -> None:
|
||||||
|
assert records.cache_split({"cache_creation": 4}) == {}
|
||||||
|
nested = {"cache_creation": {"ephemeral_1h_input_tokens": "x"}}
|
||||||
|
assert records.cache_split(nested) == {}
|
||||||
|
|
||||||
|
|
||||||
|
def test_merge_takes_max_usage_and_sums_tools() -> None:
|
||||||
|
held = _turn(usage={"output_tokens": 1, "input_tokens": 5}, context=3, tool_calls=1)
|
||||||
|
extra = _turn(
|
||||||
|
usage={"output_tokens": 9, "cache_read_input_tokens": 2},
|
||||||
|
context=1,
|
||||||
|
tool_calls=2,
|
||||||
|
)
|
||||||
|
merged = records.merge(held, extra)
|
||||||
|
assert merged.usage == {
|
||||||
|
"output_tokens": 9,
|
||||||
|
"input_tokens": 5,
|
||||||
|
"cache_read_input_tokens": 2,
|
||||||
|
}
|
||||||
|
assert merged.context == 3
|
||||||
|
assert merged.tool_calls == 3
|
||||||
|
|
||||||
|
|
||||||
|
def test_merger_collapses_consecutive_same_id() -> None:
|
||||||
|
merger = records.TurnMerger()
|
||||||
|
assert merger.push(_turn("a", {"output_tokens": 1})) is None
|
||||||
|
assert merger.push(_turn("a", {"output_tokens": 4})) is None
|
||||||
|
done = merger.push(_turn("b"))
|
||||||
|
assert done is not None
|
||||||
|
assert done.usage == {"output_tokens": 4}
|
||||||
|
last = merger.flush()
|
||||||
|
assert last is not None
|
||||||
|
assert last.message_id == "b"
|
||||||
|
assert merger.flush() is None
|
||||||
|
|
||||||
|
|
||||||
|
def test_merger_drops_late_repeat_of_seen_id() -> None:
|
||||||
|
merger = records.TurnMerger()
|
||||||
|
merger.push(_turn("a"))
|
||||||
|
merger.push(_turn("b"))
|
||||||
|
# "a" already seen and not the held turn: dropped, "b" is released.
|
||||||
|
done = merger.push(_turn("a"))
|
||||||
|
assert done is not None
|
||||||
|
assert done.message_id == "b"
|
||||||
|
assert merger.flush() is None
|
||||||
|
|
||||||
|
|
||||||
|
def test_merger_keeps_every_idless_turn() -> None:
|
||||||
|
merger = records.TurnMerger()
|
||||||
|
assert merger.push(_turn("")) is None
|
||||||
|
first = merger.push(_turn(""))
|
||||||
|
assert first is not None
|
||||||
|
last = merger.flush()
|
||||||
|
assert last is not None
|
||||||
115
python_pkg/token_audit/tests/test_review.py
Normal file
115
python_pkg/token_audit/tests/test_review.py
Normal file
@ -0,0 +1,115 @@
|
|||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from typing import Any
|
||||||
|
|
||||||
|
import pytest
|
||||||
|
|
||||||
|
from python_pkg.token_audit import attribute, history, review, surfaces, unused
|
||||||
|
from python_pkg.token_audit.model import Session, ToolCall, Turn
|
||||||
|
|
||||||
|
|
||||||
|
def _usage(name: str, short: int, long: int) -> unused.Usage:
|
||||||
|
return unused.Usage(name, short, long)
|
||||||
|
|
||||||
|
|
||||||
|
def _axes(*, bash: bool, spend: bool) -> tuple[attribute.Totals, attribute.Axes]:
|
||||||
|
usage = {"output_tokens": 10} if spend else {}
|
||||||
|
turn = Turn(usage=usage, context=0, model="claude-opus-5", is_sidechain=False)
|
||||||
|
tools = [ToolCall("Bash", 400)] if bash else []
|
||||||
|
return attribute.build([Session("s", "s.jsonl", turns=[turn], tools=tools)])
|
||||||
|
|
||||||
|
|
||||||
|
def test_extra_metrics_with_bash_and_spend(monkeypatch: pytest.MonkeyPatch) -> None:
|
||||||
|
fake = [surfaces.Surface("a", "d", 40), surfaces.Surface("b", "d", 80)]
|
||||||
|
monkeypatch.setattr(review.surfaces, "collect", lambda: fake)
|
||||||
|
totals, axes = _axes(bash=True, spend=True)
|
||||||
|
axes.image_cost = totals.weighted / 2
|
||||||
|
m = review.extra_metrics(totals, axes)
|
||||||
|
assert m["bash_tokens_per_call"] > 0
|
||||||
|
assert m["image_usd_share"] == 0.5
|
||||||
|
assert m["standing_tokens_est"] == 30
|
||||||
|
assert "batching_calls_per_msg" in m
|
||||||
|
|
||||||
|
|
||||||
|
def test_extra_metrics_without_bash_or_spend() -> None:
|
||||||
|
totals, axes = _axes(bash=False, spend=False)
|
||||||
|
m = review.extra_metrics(totals, axes)
|
||||||
|
assert m["bash_tokens_per_call"] == 0.0
|
||||||
|
assert m["image_usd_share"] == 0.0
|
||||||
|
|
||||||
|
|
||||||
|
def test_comparison_without_usable_previous() -> None:
|
||||||
|
assert "No comparable previous snapshot" in review._comparison({}, None)[0]
|
||||||
|
assert "No comparable previous snapshot" in review._comparison({}, {"v": 1})[0]
|
||||||
|
assert "No comparable previous snapshot" in review._comparison({}, {})[0]
|
||||||
|
|
||||||
|
|
||||||
|
def test_comparison_table_rows() -> None:
|
||||||
|
prev: dict[str, Any] = {
|
||||||
|
"v": review.SNAPSHOT_VERSION,
|
||||||
|
"metrics": {
|
||||||
|
"usd_per_day": 100.0,
|
||||||
|
"usd_per_call": 0,
|
||||||
|
"calls_per_day": "bad",
|
||||||
|
"usd_per_commit": 2.0,
|
||||||
|
},
|
||||||
|
}
|
||||||
|
now = {"usd_per_day": 50.0, "usd_per_call": 1.0, "calls_per_day": 3.0}
|
||||||
|
rows = review._comparison(now, prev)
|
||||||
|
assert rows[0].startswith("| metric")
|
||||||
|
assert "| usd_per_day | 100.0 | 50.0 | -50.0% |" in rows
|
||||||
|
assert "| usd_per_call | 0 | 1.0 | n/a |" in rows
|
||||||
|
assert len(rows) == 4 # header, rule, two rendered metrics
|
||||||
|
|
||||||
|
|
||||||
|
def test_ledger_empty_and_populated() -> None:
|
||||||
|
assert review._ledger({"metrics": {}}) == ["_Ledger empty: nothing applied yet._"]
|
||||||
|
history.append_ledger(
|
||||||
|
{"lever": "L1", "metric": "m", "baseline": 10, "predicted": 5}
|
||||||
|
)
|
||||||
|
history.append_ledger({"lever": "L2", "metric": "gone", "baseline": 1})
|
||||||
|
lines = review._ledger({"metrics": {"m": 4}})
|
||||||
|
text = "\n".join(lines)
|
||||||
|
assert "| L1 | m | 10.0 | 5.0 | 4.0 | **helped** |" in text
|
||||||
|
assert "| L2 | gone | 1.0 | - | - | **unmeasured** |" in text
|
||||||
|
|
||||||
|
|
||||||
|
def _patch_dead(monkeypatch: pytest.MonkeyPatch) -> None:
|
||||||
|
monkeypatch.setattr(
|
||||||
|
review.unused,
|
||||||
|
"mcp_usage",
|
||||||
|
lambda: [_usage("deadmcp", 0, 0), _usage("live", 1, 0)],
|
||||||
|
)
|
||||||
|
monkeypatch.setattr(
|
||||||
|
review.unused, "skill_usage", lambda: [_usage("deadskill", 0, 0)]
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
|
def test_render_without_levers_has_no_candidates() -> None:
|
||||||
|
snap = {"metrics": {"usd_per_day": 1.0}}
|
||||||
|
text = "\n".join(review.render(snap, None, levers=False))
|
||||||
|
assert "## Since the previous analysis" in text
|
||||||
|
assert "## What helped (ledger)" in text
|
||||||
|
assert "Candidate levers" not in text
|
||||||
|
|
||||||
|
|
||||||
|
def test_render_with_levers_uses_previous_snapshot(
|
||||||
|
monkeypatch: pytest.MonkeyPatch,
|
||||||
|
) -> None:
|
||||||
|
_patch_dead(monkeypatch)
|
||||||
|
snap = {"metrics": {"standing_tokens_est": 200}}
|
||||||
|
prev = {"v": review.SNAPSHOT_VERSION, "metrics": {"standing_tokens_est": 100}}
|
||||||
|
text = "\n".join(review.render(snap, prev, levers=True))
|
||||||
|
assert "## Candidate levers (rule-based)" in text
|
||||||
|
assert "Always-loaded context grew" in text
|
||||||
|
assert "MCP: deadmcp; skills: deadskill" in text
|
||||||
|
|
||||||
|
|
||||||
|
def test_render_with_levers_ignores_old_or_missing_previous(
|
||||||
|
monkeypatch: pytest.MonkeyPatch,
|
||||||
|
) -> None:
|
||||||
|
_patch_dead(monkeypatch)
|
||||||
|
snap = {"metrics": {"standing_tokens_est": 200}}
|
||||||
|
for prev in (None, {"v": 1, "metrics": {"standing_tokens_est": 100}}):
|
||||||
|
text = "\n".join(review.render(snap, prev, levers=True))
|
||||||
|
assert "Always-loaded context grew" not in text
|
||||||
70
python_pkg/token_audit/turns.py
Normal file
70
python_pkg/token_audit/turns.py
Normal file
@ -0,0 +1,70 @@
|
|||||||
|
"""Build a :class:`Turn` from one assistant transcript record.
|
||||||
|
|
||||||
|
Split out of :mod:`parse` to keep both under the file-length cap; this half is
|
||||||
|
the pure record -> turn conversion, with no I/O and no ordering concerns.
|
||||||
|
"""
|
||||||
|
|
||||||
|
from __future__ import annotations
|
||||||
|
|
||||||
|
from typing import Any
|
||||||
|
|
||||||
|
from python_pkg.token_audit import records
|
||||||
|
from python_pkg.token_audit.model import Turn
|
||||||
|
|
||||||
|
|
||||||
|
def usage_of(record: dict[str, Any]) -> tuple[dict[str, Any], dict[str, int]] | None:
|
||||||
|
"""Return an assistant record's message and its integer usage fields.
|
||||||
|
|
||||||
|
The message is returned alongside the usage block so callers that need both
|
||||||
|
(the model id lives on the message) never have to re-validate its type.
|
||||||
|
"""
|
||||||
|
message = record.get("message")
|
||||||
|
if not isinstance(message, dict):
|
||||||
|
return None
|
||||||
|
usage = message.get("usage")
|
||||||
|
if not isinstance(usage, dict):
|
||||||
|
return None
|
||||||
|
flat = {k: v for k, v in usage.items() if isinstance(v, int)}
|
||||||
|
return message, flat | records.cache_split(usage)
|
||||||
|
|
||||||
|
|
||||||
|
def _model(message: dict[str, Any]) -> str:
|
||||||
|
"""Return the model id that served a record, or a placeholder.
|
||||||
|
|
||||||
|
Only ever called after :func:`_usage` has confirmed the message is a dict,
|
||||||
|
so it takes the message itself rather than re-checking the record.
|
||||||
|
"""
|
||||||
|
model = message.get("model")
|
||||||
|
return model if isinstance(model, str) else "unknown"
|
||||||
|
|
||||||
|
|
||||||
|
def build_turn(
|
||||||
|
record: dict[str, Any],
|
||||||
|
message: dict[str, Any],
|
||||||
|
usage: dict[str, int],
|
||||||
|
) -> Turn:
|
||||||
|
"""Build a :class:`Turn` from an assistant record's usage block."""
|
||||||
|
context = usage.get("cache_read_input_tokens", 0) + usage.get(
|
||||||
|
"cache_creation_input_tokens",
|
||||||
|
0,
|
||||||
|
)
|
||||||
|
message_id = message.get("id")
|
||||||
|
content = message.get("content")
|
||||||
|
tool_calls = (
|
||||||
|
sum(
|
||||||
|
1
|
||||||
|
for block in content
|
||||||
|
if isinstance(block, dict) and block.get("type") == "tool_use"
|
||||||
|
)
|
||||||
|
if isinstance(content, list)
|
||||||
|
else 0
|
||||||
|
)
|
||||||
|
return Turn(
|
||||||
|
usage=usage,
|
||||||
|
context=context,
|
||||||
|
model=_model(message),
|
||||||
|
is_sidechain=bool(record.get("isSidechain")),
|
||||||
|
message_id=message_id if isinstance(message_id, str) else "",
|
||||||
|
tool_calls=tool_calls,
|
||||||
|
timestamp=records.timestamp(record) or 0.0,
|
||||||
|
)
|
||||||
26
scripts/check_repo_contract.sh
Executable file
26
scripts/check_repo_contract.sh
Executable file
@ -0,0 +1,26 @@
|
|||||||
|
#!/bin/bash
|
||||||
|
|
||||||
|
# ============================================================================
|
||||||
|
# Fail if this repo breaks the shared repo contract.
|
||||||
|
#
|
||||||
|
# Thin delegate to the shared gate in ~/src/utils, which owns the contract
|
||||||
|
# text. Copy this file to scripts/check_repo_contract.sh in a repo; never copy
|
||||||
|
# the shared gate itself, or the shim would exec itself forever.
|
||||||
|
# ============================================================================
|
||||||
|
|
||||||
|
set -euo pipefail
|
||||||
|
|
||||||
|
readonly SHARED_GATE="${UTILS_ROOT:-$HOME/src/utils}/scripts/check_repo_contract.sh"
|
||||||
|
|
||||||
|
main() {
|
||||||
|
if [[ ! -x "$SHARED_GATE" ]]; then
|
||||||
|
echo "Error: shared repo-contract gate not found at $SHARED_GATE" >&2
|
||||||
|
echo " Clone github.com/kuhyx/utils to ~/src/utils, or set" >&2
|
||||||
|
echo " UTILS_ROOT to where it lives." >&2
|
||||||
|
exit 1
|
||||||
|
fi
|
||||||
|
|
||||||
|
exec bash "$SHARED_GATE" "$@"
|
||||||
|
}
|
||||||
|
|
||||||
|
main "$@"
|
||||||
57
scripts/test_changed.sh
Executable file
57
scripts/test_changed.sh
Executable file
@ -0,0 +1,57 @@
|
|||||||
|
#!/bin/bash
|
||||||
|
|
||||||
|
# ============================================================================
|
||||||
|
# Run only the pytest files related to files changed vs HEAD (staged, unstaged
|
||||||
|
# and untracked). Quiet: failures plus a one-line summary. Falls back to the
|
||||||
|
# full suite when a change cannot be mapped to tests. Coverage is NOT measured
|
||||||
|
# here (the full gate is meta/scripts/pytest_changed_packages.py); addopts is
|
||||||
|
# overridden to drop the -v/--cov flags from meta/pyproject.toml.
|
||||||
|
# ============================================================================
|
||||||
|
|
||||||
|
set -euo pipefail
|
||||||
|
|
||||||
|
readonly OPTS='--strict-markers --strict-config'
|
||||||
|
|
||||||
|
main() {
|
||||||
|
cd "$(git rev-parse --show-toplevel)"
|
||||||
|
local changed=() tests=() full=0 f base t
|
||||||
|
while IFS= read -r f; do
|
||||||
|
[[ -n "$f" && -e "$f" ]] && changed+=("$f")
|
||||||
|
done < <({
|
||||||
|
git diff --name-only HEAD 2>/dev/null || true
|
||||||
|
git ls-files --others --exclude-standard
|
||||||
|
} | sort -u)
|
||||||
|
|
||||||
|
for f in "${changed[@]}"; do
|
||||||
|
case "$f" in
|
||||||
|
*/conftest.py | conftest.py | meta/pyproject.toml | pyproject.toml | meta/requirements*.txt) full=1 ;;
|
||||||
|
python_pkg/*.py | linux_configuration/tests/*.py | tests/*.py)
|
||||||
|
base="$(basename "$f" .py)"
|
||||||
|
if [[ "$base" == test_* || "$base" == *_test ]]; then
|
||||||
|
tests+=("$f")
|
||||||
|
else
|
||||||
|
while IFS= read -r t; do tests+=("$t"); done \
|
||||||
|
< <(git ls-files "*test_${base}.py" "*${base}_test.py")
|
||||||
|
fi
|
||||||
|
;;
|
||||||
|
esac
|
||||||
|
done
|
||||||
|
|
||||||
|
if [[ $full -eq 0 && ${#changed[@]} -eq 0 ]]; then
|
||||||
|
echo "no changes vs HEAD: nothing to test"
|
||||||
|
exit 0
|
||||||
|
fi
|
||||||
|
if [[ $full -eq 0 && ${#tests[@]} -gt 0 ]]; then
|
||||||
|
python3 -m pytest -q --tb=short -o addopts="$OPTS" "${tests[@]}"
|
||||||
|
exit $?
|
||||||
|
fi
|
||||||
|
if [[ $full -eq 0 ]] && ! printf '%s\n' "${changed[@]}" | grep -q '\.py$'; then
|
||||||
|
echo "no python changes: nothing to test"
|
||||||
|
exit 0
|
||||||
|
fi
|
||||||
|
echo "no mapped tests: running full suite"
|
||||||
|
python3 -m pytest -q --tb=short -o addopts="$OPTS"
|
||||||
|
}
|
||||||
|
|
||||||
|
main "$@"
|
||||||
|
exit $?
|
||||||
Loading…
Reference in New Issue
Block a user