Weekly multi-agent audit for serious bugs (data integrity, silent caps, staleness, timestamp math, trust boundaries). Fans out Sonnet scanners + Opus deep auditors, adversarially verifies every finding, files GitHub issues for confirmed critical/high bugs. Trigger: /bug-audit
Scanned 9/3/2026
Install to Claude Code
npx -y skills add VasiHemanth/tokentelemetry --skill bug-audit --agent claude-codeInstalls into .claude/skills of the current project.
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---
name: bug-audit
description: Weekly multi-agent audit for serious bugs (data integrity, silent caps, staleness, timestamp math, trust boundaries). Fans out Sonnet scanners + Opus deep auditors, adversarially verifies every finding, files GitHub issues for confirmed critical/high bugs. Trigger: /bug-audit
---
# bug-audit — weekly serious-bug sweep
Multi-agent audit of the TokenTelemetry backend/frontend for the bug class
that motivated it (PR #131: a silent 100-session cap plus stub rows crushing
real persisted data). Optimized for bugs that **corrupt data, lose data, or
silently report wrong numbers** — not style or hypotheticals.
## Scope selection (do this first)
1. Find the last audit marker: the most recent GitHub issue labeled
`bug-audit` (`gh issue list --label bug-audit --state all --limit 1`),
whose body records the commit it audited up to.
2. Primary scope = `git diff <last-audited-commit>..HEAD` plus any file those
diffs touch. If no marker exists (first run), scope = `backend/*.py` and
`frontend/src/lib` + `frontend/src/app`.
3. Always include the standing hot-spots regardless of diff:
`backend/main.py` scan loops, `backend/history_store.py`,
`backend/scan_cache.py` (if present), anything matching
`backend/*cache*`/`backend/*store*`.
## Fan-out (Agent tool; run each wave's spawns in parallel)
**Wave 1 — breadth, `audit-scanner` (Sonnet), one per dimension:**
- silent caps & truncation (slices, LIMIT, early breaks, `[:N]`)
- persisted-state integrity (upserts that overwrite, absent-vs-zero
confusion, stub/partial rows)
- cache & staleness (mtime keys, missing version fields, invalidation gaps)
- timestamp/timezone math (naive datetimes, mtime-as-date, day bucketing)
- trust boundaries (on-disk ids/paths/cwd used in paths, SQL, shell)
- token/cost arithmetic (double counting, high-water-mark vs sum, unit slips)
Give each scanner the scope file list and its dimension. Prompt them to
return the FINDING-block format their agent definition specifies.
**Wave 2 — depth, `audit-deep` (Opus), in the same parallel batch as wave 1:**
one per risky subsystem actually present in scope, typically 2-4 of:
- scan → cache → history-upsert pipeline (the PR #131 path)
- one agent-store parser that changed recently (Claude, Codex, Copilot…)
- any new persisted format introduced since the last audit
- the analytics aggregation path (`/analytics`, ecosystem rollups)
**Wave 3 — verification, `audit-verifier` (Opus), one per candidate:**
Dedupe wave 1+2 candidates by (file, defect) first. Send each survivor to a
verifier with the full finding block. Only `VERDICT: CONFIRMED` findings
survive; keep the verifier's own severity, not the scanner's.
## Output
1. Write the report to `docs/audits/<YYYY-MM-DD>-bug-audit.md`: audited
range (`<from>..<to>` commits), confirmed findings (severity, file:line,
scenario, verifier's reason), refuted-candidate count, dimensions that
came back clean.
2. File one GitHub issue per confirmed **critical or high** finding:
`gh issue create --label bug,bug-audit` — title is the one-sentence
defect, body is the finding block + verifier reason + audited commit.
Medium findings go only in the report.
3. Always file/update the audit-marker issue: a single issue titled
`bug-audit marker` labeled `bug-audit` whose body's last line is
`audited-through: <HEAD sha>` (edit it if it exists, create otherwise).
4. Commit the report on a branch `audit/<YYYY-MM-DD>` and open a draft PR
(report only — never commit fixes from this skill; fixes are separate,
human-initiated work).
## Weekly cadence
Run manually with `/bug-audit`, or schedule headless:
```bash
# launchd/cron, weekly:
cd /path/to/tokentelemetry && claude -p "/bug-audit" --permission-mode acceptEdits
```
Budget note: one run spawns roughly 6 Sonnet scanners + 2-4 Opus deep
auditors + one Opus verifier per candidate. If candidates exceed ~15, verify
only critical/high candidates and list the rest as unverified in the report.
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