AI Usage
Every Claude Code touchpoint across the fleet — CI runs with real cost, Claude-attributed commits and PRs — published for full transparency and audit.
Table of Contents
🧮 Claude Code Usage — fleet ledger
Every Claude Code touchpoint the fleet leaves in public infrastructure, refreshed daily by .github/workflows/ai-usage.yml into _data/ai_usage.yml: CI runs of anthropics/claude-code-action (cost and turn counts scraped from run logs), commits carrying a Co-Authored-By: Claude trailer, and PRs carrying the Claude Code marker. Each ledger row links to its run, commit, or PR — the audit trail is the data, not a claim about it. Local (machine) sessions appear under Local sessions only when deliberately
published via tools/dash-gen ai-usage; see /ai-activity/
for the local-only view.
$13.78
CI spend / 14d
113
Claude CI runs
400
Agent turns
211
Claude commits
165
Claude PRs
27
Repos active
88 of 113 CI runs carried no parsable usage in their logs (skipped gates, expired logs) — counted as runs, priced at $0. CI logs expose cost and turn counts but no token breakdown — token detail comes from deliberately published local-ledger sections below.
By repo
| Repo | Category | CI runs | Cost | Turns | Minutes | Commits | PRs |
|---|---|---|---|---|---|---|---|
lifehacker.dev |
docs | 6 | $10.2142 | 197 | 35.3 | 87 | 84 |
gitorio |
dev-tools | 31 | $3.5643 | 203 | 26.7 | 18 | 9 |
cv-builder-pro |
full-stack-ai | 11 | $0.0 | 0 | 0.3 | 1 | 1 |
zer0-mistakes |
docs | 9 | $0.0 | 0 | 0.5 | 19 | 14 |
drsai |
full-stack-ai | 8 | $0.0 | 0 | 0.1 | 0 | 1 |
ai-seed |
dev-tools | 8 | $0.0 | 0 | 0.2 | 1 | 1 |
csv-vscoode |
dev-tools | 8 | $0.0 | 0 | 0.3 | 0 | 0 |
edgar-data-parse |
full-stack-ai | 6 | $0.0 | 0 | 0.1 | 8 | 7 |
barodybroject |
full-stack-ai | 5 | $0.0 | 0 | 0.2 | 1 | 3 |
bashconsultants |
docs | 4 | $0.0 | 0 | 0.5 | 26 | 9 |
lawmode |
full-stack-ai | 3 | $0.0 | 0 | 0.1 | 0 | 1 |
githubai |
full-stack-ai | 3 | $0.0 | 0 | 0.1 | 3 | 3 |
bashcrawl |
dev-tools | 3 | $0.0 | 0 | 0.2 | 3 | 4 |
amrs-project |
full-stack-ai | 3 | $0.0 | 0 | 0.6 | 0 | 0 |
vs-sonic-pi |
dev-tools | 2 | $0.0 | 0 | 0.1 | 0 | 0 |
1987 |
docs | 1 | $0.0 | 0 | 0.1 | 2 | 0 |
zer0-pages |
docs | 1 | $0.0 | 0 | 0.0 | 6 | 1 |
skills-github-pages |
dev-tools | 1 | $0.0 | 0 | 0.1 | 0 | 0 |
README |
docs | 0 | $0.0 | 2 | 2 | ||
scripts |
dev-tools | 0 | $0.0 | 1 | 1 | ||
it-journey |
docs | 0 | $0.0 | 14 | 13 | ||
zer0-image-generator |
dev-tools | 0 | $0.0 | 1 | 0 | ||
aieo |
full-stack-ai | 0 | $0.0 | 2 | 2 | ||
law-ai |
full-stack-ai | 0 | $0.0 | 12 | 5 | ||
zpl-viewer |
dev-tools | 0 | $0.0 | 2 | 2 | ||
bamr87.github.io |
docs | 0 | $0.0 | 1 | 1 | ||
2005 |
docs | 0 | $0.0 | 1 | 1 |
By workflow
| Workflow | Runs | Cost | Turns |
|---|---|---|---|
lifehacker.dev/Factory: Issue Factory 2 | 3 | $8.6688 | 148 |
gitorio/Factory: Gitorio Factory 3 | 8 | $2.1491 | 150 |
lifehacker.dev/Factory: Issue Factory 1 | 3 | $1.5454 | 49 |
gitorio/Factory: Gitorio Factory 2 | 12 | $1.4152 | 53 |
cv-builder-pro/Claude | 11 | $0.0 | 0 |
gitorio/Factory: Docs Gardener | 11 | $0.0 | 0 |
zer0-mistakes/Claude | 9 | $0.0 | 0 |
drsai/Claude | 8 | $0.0 | 0 |
ai-seed/Claude | 8 | $0.0 | 0 |
csv-vscoode/Claude | 8 | $0.0 | 0 |
edgar-data-parse/Claude | 6 | $0.0 | 0 |
barodybroject/Claude | 5 | $0.0 | 0 |
lawmode/Claude | 3 | $0.0 | 0 |
githubai/Claude | 3 | $0.0 | 0 |
bashcrawl/Claude | 3 | $0.0 | 0 |
amrs-project/Claude | 3 | $0.0 | 0 |
vs-sonic-pi/Claude | 2 | $0.0 | 0 |
bashconsultants/Content review (weekly) | 2 | $0.0 | 0 |
bashconsultants/Content gardener | 1 | $0.0 | 0 |
bashconsultants/Preacher (weekly doctrine) | 1 | $0.0 | 0 |
By category · by day
| Category | Runs | Cost |
|---|---|---|
| docs | 21 | $10.2142 |
| dev-tools | 53 | $3.5643 |
| full-stack-ai | 39 | $0.0 |
| Day | Runs | Cost | Turns |
|---|---|---|---|
| 2026-07-17 | 2 | $0.0 | 0 |
| 2026-07-16 | 77 | $4.0318 | 103 |
| 2026-07-15 | 4 | $6.3961 | 101 |
| 2026-07-14 | 2 | $0.1068 | 4 |
| 2026-07-13 | 4 | $0.492 | 22 |
| 2026-07-12 | 2 | $0.1293 | 6 |
| 2026-07-11 | 3 | $0.098 | 3 |
| 2026-07-10 | 2 | $0.1125 | 4 |
| 2026-07-09 | 3 | $0.1719 | 9 |
| 2026-07-08 | 2 | $0.0973 | 3 |
| 2026-07-07 | 2 | $0.0955 | 3 |
| 2026-07-06 | 3 | $0.2432 | 8 |
| 2026-07-05 | 6 | $1.5836 | 110 |
| 2026-07-04 | 1 | $0.2205 | 24 |
Local sessions (deliberately published 2026-07-16)
Shadow-priced at API list rates from the machine ledger — subscription usage, not an invoice.
$1132.02
Est. window cost
135
Sessions
Audit ledger — recent CI runs
| Day | Repo | Workflow | Event | Result | Cost | Turns | |
|---|---|---|---|---|---|---|---|
| 2026-07-17 | githubai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-17 | ai-seed |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | zer0-pages |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | pull_request_review_comment | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | pull_request_review | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | zer0-mistakes |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | vs-sonic-pi |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | vs-sonic-pi |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | skills-github-pages |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | lifehacker.dev |
Factory: Issue Factory 2 | workflow_dispatch | ✅ | $1.732724 | 38 | run |
| 2026-07-16 | lifehacker.dev |
Factory: Issue Factory 1 | workflow_dispatch | ✅ | $0.5583494 | 17 | run |
| 2026-07-16 | lifehacker.dev |
Factory: Issue Factory 2 | schedule | ✅ | $1.1778875000000002 | 31 | run |
| 2026-07-16 | lifehacker.dev |
Factory: Issue Factory 1 | schedule | ✅ | $0.46619679999999997 | 14 | run |
| 2026-07-16 | lawmode |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | lawmode |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | lawmode |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | gitorio |
Factory: Docs Gardener | schedule | ✅ | — | — | run |
| 2026-07-16 | gitorio |
Factory: Gitorio Factory 2 | schedule | ✅ | $0.09673399999999999 | 3 | run |
| 2026-07-16 | githubai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | githubai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | edgar-data-parse |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | edgar-data-parse |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | edgar-data-parse |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | edgar-data-parse |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | edgar-data-parse |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | edgar-data-parse |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | drsai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | drsai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | drsai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | drsai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | drsai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | drsai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | drsai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | drsai |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
| 2026-07-16 | cv-builder-pro |
Claude | issue_comment | skipped | — | — | run |
Audit ledger — commits & PRs
| Day | Commit | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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| 2026-07-17 | README ci: reduce Actions waste — fix read-only token failures, delete dead workflow, green the t | 02e2ba69d | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2026-07-17 | it-journey ci: reduce Actions waste — consolidate auto-merge trio, path-filter CodeQL, halve sync cad | 3e67e46ab | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2026-07-17 | zer0-mistakes fix(includes): gate Quick Links Dev row on is_production (#308) | 03b687713 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2026-07-17 | zer0-mistakes ci: reduce Actions waste — fail-open detect-changes, no-op guards, dead-lane cleanup (#314 | 816c6077a | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2026-07-17 | zer0-mistakes feat(article): show_hero front-matter flag opts standard posts into the hero image (#309) | 6344473c1 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2026-07-17 | zer0-mistakes fix(author): build avatar path with relative_url, never protocol-relative (#306) | ac597d2c0 | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 2026-07-17 | zer0-mistakes fix(a11y): keep a single fae920eb5 | </tr>
2026-07-17 | zer0-mistakes ci(release): make release-please bump Gemfile.lock and package-lock.json with version.rb (8ad19d4b3 | 2026-07-17 | zer0-mistakes fix(obsidian): graph reads OBSIDIAN_CONFIG.wikiIndexUrl that js-cdn.html emits (#305)28759128b | 2026-07-17 | barodybroject ci: reduce Actions waste — un-gate quality lint, weekly-only maintenance, deploy.yml decisa1edc9604 | 2026-07-17 | aieo ci: reduce Actions waste — CI hygiene (concurrency, caching, paths-ignore) and a working re2c018071 | 2026-07-17 | law-ai ci: reduce Actions waste — fix nightly disk exhaustion, stop Dependabot retry loop, gate C613ab6996 | 2026-07-17 | githubai ci: reduce Actions waste — follow-up: fix bare-runner env in versioning, git root in doc_s4411a1202 | 2026-07-17 | githubai ci: reduce Actions waste — fix chronic failures, delete dead/twin workflows, slim versionia88f1619a | 2026-07-17 | ai-seed ci: remove dead evolution crons (daily/weekly/monthly/quarterly) (#22)33ec28247 | 2026-07-17 | zpl-viewer ci: fix platform-fragile tests + hygiene (#7)6b0b6184b | 2026-07-17 | lifehacker.dev ci: reduce Actions waste — 4-hourly sweep backstops, idle crons off, scoped standard-ci, bb0599fc28 | 2026-07-17 | bashconsultants ci: reduce Actions waste — fix 9-night-red site-health, drop redundant standard-ci caller,be153a604 | 2026-07-16 | it-journey ci(dependabot): merge workflow-file bumps with an elevated PAT and recover from stale-bran17943c27e | 2026-07-16 | it-journey ci(quest-perfection): isolate slice failures so a partial sweep still counts (#509)cc19860d0 | 2026-07-16 | it-journey 🔧 Quest fix: system-engineer/0101 (#493)3fd05c229 | 2026-07-16 | it-journey fix(deps): add darwin and windows platforms to Gemfile.lock (#497)c76fbc2a4 | 2026-07-16 | zer0-mistakes chore(plugins): remove dead preview_image_generator.rb plugin and its test surface (#311)b00dd7674 | 2026-07-16 | law-ai style: black-format test_test_synthesizer after rebranda054bef90 | 2026-07-16 | law-ai refactor: rebrand LawGraph AI → Law AI (incl. Python package rename)6e5351575 |
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