| name | audit-capture-fidelity |
| description | Use when you need to know whether Myco's captured data is correct and complete, rather than why capture stopped — auditing capture fidelity across the Grove database and local symbiont transcripts, checking whether a symbiont's transcript format or hook contract has drifted from its manifest, investigating sessions that never closed or that never appeared at all, reconciling what is on disk against what is in the vault, chasing duplicate or missing prompt batches, NULL content_hash rows, missing response summaries, misclassified prompt origins, or suspected data loss after a coding agent updated. Applies to claude-code, codex, cursor, windsurf, copilot, antigravity, pi, opencode and cline. Use it proactively after any symbiont ships a new version, and before trusting vault contents for analysis. This skill is hand-managed — do NOT register it with the Myco skill pipeline. |
| user-invocable | true |
| allowed-tools | Read, Edit, Write, Bash, Grep, Glob |
| argument-hint | [symbiont] | --all | repair <finding-id> |
Audit Capture Fidelity
Answers "is what we captured correct and complete?" — a different question from debug-capture, which answers "why did capture stop?". Use that skill when data stopped arriving; use this one when data is arriving but you doubt it.
The rule that governs everything below
A check that cannot discriminate must not report.
Myco does several things two legitimate ways. Every one of them looks like a defect to a check that only knows one mode, and reporting a working-as-designed mode as data loss is worse than reporting nothing: it burns the reader's trust in every other finding, and it sends someone to "fix" behavior that is correct.
This has been the single largest source of wrong findings in this tool's history — five occurrences across five separate checks, listed below. Each was caught only after being written, and several after being shipped.
So when a check cannot tell the modes apart, it does not guess and it does not pick the pessimistic reading. It reports a coverage gap naming what it could not determine.
| Axis | Mode A | Mode B | The wrong conclusion |
|---|
| Capture model | hook + transcript mining | plugin-reported (pi, opencode, cline) | "NULL transcript_path = data loss" |
| Session closure | exit hook (claude-code, cursor, copilot) | stale sweep (codex, windsurf, antigravity, pi, opencode, cline) | "session stuck active" |
| Sub-agent threads | own session | reattributed to the parent | "child transcript has no session row" |
| Manifest drop rules | captured | deliberately dropped (codex exec, ephemeral sub-invocations) | "transcript on disk was never captured" |
| Prompt origin | human turn | runtime-injected envelope | "missing response / no tool activity" |
Two more modes are not in the table because they belong to the sweep rather than to capture: a project holding an active write lease is deliberately not swept and must not be written to, and a session inside the stale threshold is simply still active.
Before adding or trusting a check, ask what its second mode is. If the answer is "there isn't one", say why.
A corollary for growth. Non-human traffic scales with tooling, not with usage — one injected notification per background job. A check spanning both origins therefore trends upward on its own and reads as a worsening leak. Scope to the population whose behavior you are actually judging, then read the trend.
Routing
audit-capture-fidelity <symbiont> → audit one agent. Start here; most investigations begin with "codex looks wrong".audit-capture-fidelity --all → every symbiont in the current project's Grove.audit-capture-fidelity repair <finding-id> → the gated repair flow (--repair, dry-run unless --apply). Read references/findings.md for that id first; most findings are deliberately not repairable and say why.- No argument → audit the current project's Grove across symbionts that have sessions.
Why this exists
Capture fidelity has been fixed reactively three times, each after data was already lost. The clearest case: claude-code.yaml matched prompt_starts_with: "<teammate-message ", Claude Code renamed the tag to <agent-message from="…">, and every teammate report silently landed as origin='human'. The rule was still valid and matching nothing.
Coding agents ship updates continuously. Every update can quietly invalidate a manifest rule, a parser, or a hook contract. This skill turns that rot into a mechanical check.
The three layers
Findings name which comparison produced them, because the fixes are unrelated:
| Layer | Comparison | Meaning | Where the fix goes |
|---|
drift | raw transcript vs. package policy | the agent changed; our manifest/parser no longer matches it | manifest rule or parser |
pipeline | package policy vs. vault rows | we knew to capture it and didn't | hooks, daemon, mining |
integrity | vault vs. itself | invariants violated inside the database | writer path |
Running it
bun scripts/capture-audit.ts --grove ~/.myco/groves/<groveId>/myco.db
bun scripts/capture-audit.ts --grove <db> --project proj_<id> --symbiont codex
bun scripts/capture-audit.ts --grove <db> --json
Must run under bun, not tsx — the audit uses bun:sqlite. With no --grove it discovers groves under MYCO_HOME, ~/.myco and ~/.myco-dev; be explicit about which you mean when dogfooding, since dev and prod hold different data.
The audit is read-only by construction — it opens the vault through openReadonly, so no check can mutate a vault even if it is buggy.
Reading the report
Three sections, in priority order.
1. ACTIVE vs LEGACY. This is the first thing to look at, because it changes what you are deciding:
LEGACY — stopped occurring. Bounded cleanup; repairing the backlog is genuinely finished work.ACTIVE — still occurring. Repairing rows here masks an open bug. Fix the code path first, then repair.UNCLASSIFIED — no timestamps to date it. Investigate before acting.
The audit reports the cutoff date but never claims which release caused it. Attributing a cutoff to a shipped fix is your judgment, not the tool's.
2. NOT COVERED. Read this before treating anything as clean. It lists every place the audit deliberately did not look or could not conclude — an enumeration that hit its cap, a plugin-reported agent with nothing to reconcile, transcripts that could not be tied to any project this Grove tracks. An audit that silently skips a symbiont reads as a clean bill of health for it, which is worse than saying nothing.
Project attribution uses the working directory a transcript records, falling back to matching a slugified project root against the transcript's own path. Agents that do neither leave their orphans unattributed, and the count is reported rather than assumed to belong to the audited project.
3. Findings. Severity-ordered. Each carries a stable id — look it up in references/findings.md.
Diagnosing a finding
references/findings.md gives each finding id: what it means, candidate root causes, the observation that discriminates between them, the fix pattern, and the gate that closes it.
Step 3 is the load-bearing one. Candidate causes usually look identical in the database. The closure checks are the model: closure-sweep-missed and closure-sweep-not-running are the same rows, separated by one question — did the maintenance sweep actually run? One is a bug in the sweep; the other is a job that never fired, because SESSION_MAINTENANCE is a PowerManager job registered runIn: ['active','idle','sleep'] and fires on power-state transitions, not a wall clock.
Do not guess between candidates. Gather the discriminating evidence.
For per-agent quirks — transcript format oddities, known payload divergences, hand-verification recipes — see references/symbionts/<name>.md. Those files hold only what a manifest cannot express; anything declared in the manifest is read from the manifest at runtime and must not be duplicated there.
Repair — where you stop and ask
Repair is separate from audit and never runs automatically.
| Step | Gate |
|---|
| Audit → report | none, read-only |
| Repair | STOP — show the dry run and the exact rows; get explicit approval |
| Repair >100 rows, or a finding class not seen before | STOP — itemise and re-confirm |
| Re-run audit to prove the finding cleared | none |
| Harden: root cause → regression gate | STOP — the human approves the gate before it is committed |
bun scripts/capture-audit.ts --grove <db> --repair session-counter-drift
bun scripts/capture-audit.ts --grove <db> --repair session-counter-drift --apply
Repairable today: session-counter-drift only — it recomputes a denormalised counter from the rows it summarises, which is derivable with no judgment involved.
Refused, each with a stated reason rather than silently ignored: batch-null-content-hash (the hash needs an ordinal whose live-path derivation batches.ts says is invalid for backfill — a wrong dedup key is worse than a NULL one), batch-missing-response and transcript-never-captured (both are re-mines, not column updates), envelope-classified-human (needs a per-tag origin decision, which belongs in a manifest rule), batch-orphaned (the only mechanical fix would be deletion).
Never, under any circumstances: DELETE anything; rewrite user_prompt or captured content; change sessions.id or foreign keys; write to a Grove other than the one named on the command line. Data preservation is Myco's core contract — a repair that loses data is worse than the finding it fixed.
A .bak of the vault is taken automatically before the first write.
Hardening — a finding is not closed by repairing rows
It is closed when a test or invariant fails if the class returns. Repair alone just resets the clock; that is precisely how the earlier drift instances recurred after being fixed by hand.
Each confirmed root cause ships with one of:
- a unit test in
tests/capture/;
- a manifest rule keyed on a structural signal rather than a literal prefix — literals are what rot;
- a gate in
tests/symbionts/transcript-discovery-manifests.test.ts when the cause is a manifest declaration.
If you cannot name the gate, you have not finished the finding.
Extending the audit
Checks live in packages/myco/src/capture/audit/, not in this skill. Logic belongs in the package where npm test covers it — a script inside a skill directory cannot have a regression gate, which would contradict the rule above.
Three constraints when adding a check:
- Name its second mode before writing it. Per the opening rule, a check that cannot tell two legitimate behaviors apart reports a coverage gap, never a finding. Every wrong finding this tool has produced came from skipping this step.
- Never re-implement capture policy. Import the real parsers,
TranscriptMiner, evaluateUserPromptRules, evaluateSessionCaptureRules, resolveSubagentThread. The package is the only source of truth for what should be captured; the audit only compares. A check that forms its own opinion will disagree with production and manufacture findings.
- Declare, don't hardcode. Agent-specific paths belong in
capture.transcriptDiscovery in the manifest. No agent-specific path may appear in the audit module or in this skill.
Related skills
debug-capture — capture went silent; walks the lifecycle top-down.stop-hook-fragility — the Stop hook dropped a response.capture-pipeline-durability — building resilient capture.vault-schema-migration — if a fix needs a schema change.
