product-audit
Skill23 starsChanged 51 days agoMITView on GitHub
Audit the whole product across code, quality, process, docs, roadmap, and tooling; it owns the repo-wide bug hunt, security research, and broken-version investigation (scoped and budgeted per dimension, as distinct from `review-change`'s change-scoped review). Persist one severity-ranked, F-numbered report with proposals; never fix or file work. Triggers: "product-audit", "audit the product", "full health check", "are we product-ready", "CTO review".
4 other projects use a version of this.
Adopted by
Most recently taken up by
- mrsoundmind/product-audit-skilltheir own version, first seen Nov 3, 2026
- AlpacaLabsLLC/skills-for-architectstheir own version, first seen Sep 20, 2026
- weg-9000/Orange-pmtheir own version, first seen Jul 11, 2026
- JavaLyHn/product-audittheir own version, first seen May 22, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 4
- AlpacaLabsLLC/skills-for-architects★ 390same name
- JavaLyHn/product-audit★ 3same name
- mrsoundmind/product-audit-skill★ 0same name
- weg-9000/Orange-pm★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository30 other files it gives its agents.
- AGENTS.mdAGENTS.md
- template/AGENTS.mdAGENTS.md
- audit-docsSkill
- audit-prSkill
- batch-schedulerSkill
- discover-repository-stateSkill
- execute-phaseSkill
- fold-findingsSkill
- init-workspaceSkill
- log-sessionSkill
- orchestration-envelopeSkill
- phase-contractSkill
- pre-execution-reviewSkill
- resolve-repository-stateSkill
- review-a11ySkill
- review-brandSkill
- review-changeSkill
- review-codeSkill
- review-debtSkill
- review-designSkill
- review-implementationSkill
- review-perfSkill
- review-securitySkill
- review-seoSkill
- review-verifySkill
- skill-lintSkill
- triage-issueSkill
- unit-laneSkill
- verification-contractSkill
- workflow-statusSkill
The file
We split this skill into the rules it gives an agent
6 rules. 0 are common, 3 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 4 edited versions we read keep these.
3
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 65
When you want the broad, honest picture — quality, security, debt, docs, and roadmap — not the review of a single change (review-change) or …
- Very specific: line 103
Read audit dimensions, mark every dimension applicable or n-a: <reason> (a dimension the project's ceremony profile does not declare is n-a …
- Distinctive: line 107
Read audit process, execute all ten steps, then return the fixed report below.
- Very specific: line 117
Every section below appears in every audit.
- Distinctive: line 226
No silent caps: If you sampled, prioritized, or time-boxed a dimension, say so — never present partial coverage as exhaustive.
- Distinctive: line 277
Every applicable dimension has a health verdict backed by cited evidence — its deterministic producer's receipt where one exists — and the …
“Common” is measured: kept by at least 6 in 10 of the 4 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Product Audit
Product-wide health check. It only writes
docs/audits/<n>-<YYYY-MM-DD>.md; every proposed action remains a user decision.
Turn contract — verify before ending the turn
✓ A measured trigger was met (audit-trigger@1) or the owner explicitly requested the sweep — an invocation with none returns the `insufficient-corpus` verdict instead of inventing findings or figures
✓ Either the full PRODUCT AUDIT report was printed in the fixed output format (health by dimension, F-numbered ranked findings, four proposal streams — the roadmap streams always present, `none — <why>` when empty) or the `insufficient-corpus` verdict block was printed (no report written, nothing invented)
✓ The report was WRITTEN to `docs/audits/<n>-<YYYY-MM-DD>.md` (incremental audit id) and committed — the file is the durable deliverable, the chat print is a copy (skipped only by the `insufficient-corpus` verdict, which writes nothing)
✓ Nothing else was fixed, filed, or changed — the report file is the ONLY mutation
✓ The closing `→ Next:` block is printed as the ABSOLUTE last outputAbout to end the turn with any box unchecked? The turn is NOT done — complete the missing box first (weak models drop end-of-document duties; this list is first on purpose).
When to use — measured triggers, never calendar
The audit fires on one of three triggers; a periodic cadence ("every few features", a monthly sweep) is retired — it sweeps the same tree whether or not anything drifted:
audit-trigger@1
trigger | source | receipt when unmet
drift signal | `audit-docs` findings above the corpus band (design note 12 of #307; the band is #437's measured design) | insufficient-corpus
threshold debt | accumulated orphans / ARW below the corpus band (design note 11; #437 supplies the measured bands — never invented here) | insufficient-corpus
owner request | the owner explicitly asks for the sweep (a product-ready milestone, a named worry, an area) | — (always met)An invocation that cites none of the three — a routine or calendar-driven probe
— returns the insufficient-corpus verdict instead of running a sweep that
invents findings or figures:
PRODUCT AUDIT — insufficient-corpus
Triggers checked: drift signal — <the receipt it is unmet | met>; threshold debt — <the receipt>; owner request — <absent | met>
Verdict: insufficient-corpus — no sweep ran; no findings or figures invented
→ Next: /workflow-status — the sensor reads what the current signals recommend- When you want the broad, honest picture — quality, security, debt, docs, and
roadmap — not the review of a single change (
review-change) or PR (audit-pr). - It owns the repo-wide sweep. Open-ended, repository-wide bug hunting,
security research and broken-version investigation land here — scoped,
sampled and budgeted per dimension (state what you sampled). The same hunt
against one change is
review-change's job: neither skill absorbs the other's scope.
Unlike diff, PR, or docs-only reviews, this skill covers the whole product.
Scope
The entire codebase and its process artifacts: source, tests, the docs tree, the roadmap, the fix index, open issues, and every feature folder's planning docs. Accept an optional path/area to focus a partial audit; state the scope and, if you sample rather than exhaust a dimension, say what you sampled — never imply full coverage you didn't do.
Tip (provisional). The user can turn on
ultracode(a research-preview Claude Code session setting — no skill can declare it) so this sweep fans out across parallel subagents instead of one context window; without it, sweep the dimensions sequentially — only wall-clock changes, never coverage.
Step 0 — Discover the project (always first)
Per the agent guide's Workflow conventions + documentation map, then read
what THIS skill needs: the roadmap, the fix index, the feature folder layout, and
the verification gate. From the map decide the product's nature (web / mobile /
console / library / backend / infra). Defer deciding which dimensions apply until
AUDIT_DIMENSIONS.md has been loaded; that resource is the authoritative
applicability matrix. Note any optional platform review skills the project
installed (extras, never requirements — the internal pack covers every axis).
Progressive loading — audit route
The reference allowlist is exactly the two paths below. Load both after Step 0, in order; they are normative and one hop from this entrypoint.
- Read audit dimensions, mark every dimension
applicable or
n-a: <reason>(a dimension the project's ceremony profile does not declare isn-a — not declared by the project's ceremony profile), state the deterministic-producer pre-pass receipts, and state any sampling. - Read audit process, execute all ten steps, then return the fixed report below.
A missing resource stops the audit; never reconstruct it from memory. Optional platform review skills remain extras, never replacements for the internal pack.
Output format
This exact structure is BOTH the persisted file (docs/audits/<id>-<YYYY-MM-DD>.md)
and the chat print — identical content, no free-form variations between runs.
Every section below appears in every audit; a section with nothing to report
states none — <why> instead of being omitted (the roadmap streams especially:
"always build the roadmap picture", never silently skip it).
# PRODUCT AUDIT <id> — <product> — <YYYY-MM-DD>
Scope: <whole product | area>
Coverage: <dimensions run | sampled vs. exhaustive>
Verdict: <one-line honest health verdict>
## Health by dimension
<dimension> .......... ✓ healthy | ⚠ concerns | ✗ at risk | n-a (why)
...
Installed tooling ....... ✓ | ⚠ | ✗ | n-a
## Findings (severity-ranked, one F-sequence for the whole audit)
F1 [SEV · impact] <dimension> — <finding> — evidence: <file:line | metric | doc> — class: <fix-now|replan-in-unit|decision-required|proposal|ignore> — route: <the finding's resolver hand-off (finding-route@1) | none — <why>> [· loads: <the one reference that route needs>]
F2 [SEV · impact] ...
[example — scope-export recurrence] F<k> [WARNING · report-only] Workflow discipline — <N>
consecutive units exported scope via `## Amendments`/descope issues —
features are being cut too big for real capacity — evidence: <unit list +
amendments/issues> — class: proposal — route: fix — #64 [· loads: the atomicity/split rules reference]
## Delta vs audit <prior-id>
New: F<k>
Unchanged: F<k> <- audit <prior-id> F<j>
Resolved: <prior-id> F<j>
(none — <why no equivalent-scope prior exists>)
## Proposals — the user decides which to act on
### Issues to open
- <title> [SEV · impact] — from: F<k>[, F<j>] — <why> — route: /triage-issue <id> F<k> — evidence: <…>
(none — <why>)
### Roadmap — add
- <feature> — from: F<k> — <rationale & opportunity> — route: /unit-lane --from-issue <n>
(none — <why>)
### Roadmap — remove / revise
- <feature> — from: F<k> — <why it no longer fits> — route: triage-issue / roadmap edit
(none — <why>)
### Tooling — register / re-design
- <skill|MCP> — register in AGENTS.md (Optional review extras): <why> — route: user edits AGENTS.md
- <skill|MCP> — would change <feature> scope: <why> — route: /unit-lane <slug>
(none — <why>)
## Manual-verification checklist (what automation can't confirm)
- <item> …
Finding set: F<k> + F<j> + F<m> (print every proposed finding; one finding → F<k>)
→ Next: /triage-issue <id> F<k> F<j> F<m> — classify the complete finding set in one batch (opens the ones that warrant it)
· accepted bug/debt → /unit-lane --fix <n> · accepted capability → /unit-lane --from-issue <n>
· nothing to act on → the persisted report is the record; move onReplace every finding placeholder with the complete actual set before printing;
never print … or only the first finding in a live hand-off.
route: is the triage taken at flight: the resolver hand-off for that finding
plus, optionally, the one reference that route needs. none costs no context. It
is the progressive-loading decision, not a schema to fill — and stating a route
never executes it: the report file stays the only mutation. Findings are typed
1:1 with review's finding vocabulary — the published severity ladder, the
impact cell and the closed class set, all owned by
review-implementation/CLASSIFY.md — so triage-issue consumes them without a
mapping layer; no second finding vocabulary is created here. The hand-off
grammar:
finding-route@1
kind | shape | what it orders
hand-off | <verb> — <target> | the resolver hand-off for this finding: one of the single-input verbs (continue | fix | review | audit | explain-state) plus the concrete target it resolves (the unit, issue or audit id) — never bespoke prose routes, never a command invocation
none | none — <why> | no hand-off exists for this findingThe concrete invocation that consumes the whole finding set stays in the
closing → Next: block — the route cell names the hand-off, the block names
the command.
<id> is the audit's incremental number (Process step 9). A finding is
addressable forever as <audit-id> F<k> — e.g. triage-issue 3 F2 reads
docs/audits/3-*.md, locates F2, and opens/classifies the issue if warranted.
Suggest that routing; never run triage or open issues here.
Lead with the honest one-line health verdict (e.g. "shippable with 2 high-sev security items to track first").
Guardrails
- The all-stages no-assumption rule binds this audit — ask-don't-infer,
owner
skills/unit-lane/references/DESIGN.md(ask-dont-infer@1); an unevidenced expectation is asked, never invented. - Never auto-fixes, never opens issues, never edits the roadmap. Output is a
report + proposals; every action is the user's decision. The one file this
skill writes is its own report under
docs/audits/(plusmkdir -p docs/audits) — nothing else in the repo is touched. - Finding ids are
F1, F2, …only — one sequence per audit, severity-ranked order, never a different letter per problem type. Once persisted, ids are frozen: a later audit gets a new audit id, never renumbers an old file; cross-audit lineage lives only in Delta mappings as<audit-id> F<k>, never global slugs or replaced ids. When the user accepts, route:triage-issuefiles/classifies,/unit-laneadds roadmap work or scopes a concrete fix. - Never registers tooling or edits
AGENTS.md. The tooling sweep proposes a skill/MCP to register, but the user (or a routed/unit-lane <slug>run) performs the edit; a scope-affecting discovery routes to/unit-lane <slug>, which the user approves. - Platform-adaptive: run only applicable axes; always list what you skipped and why.
- No silent caps. If you sampled, prioritized, or time-boxed a dimension, say so — never present partial coverage as exhaustive.
- Severity-ranked and deduped: cluster the same issue found via multiple axes or multiple feature docs into one proposal.
- Every dimension starts at its deterministic producer's receipt (the
pre-pass in
references/AUDIT_DIMENSIONS.md): consume the receipt, never re-derive a measured fact by inspection; the model sweeps only the non-mechanizable remainder. - Honor the project's Workflow conventions (docs-language, evidence): every
finding/proposal cites a
file:line/metric/doc/issue source; mark uncertainties verify. - Evidence also passes the fixed evidence-provenance gate in
references/AUDIT_PROCESS.md; uncertainties stay marked verify.
Portability (agents other than Claude Code)
The workflow is the contract; Claude Code features are conveniences. On an agent that lacks one, apply the fallback — never skip the step the feature enables:
- No slash-command menu — where this skill says
/<skill>, open that skill'sSKILL.md(wherever your agent installed the skills) and follow it literally, in a fresh conversation: hand-offs assume a clean context. - No per-skill
model:/effort:— this is the widest, highest-stakes sweep in the workflow: run it on your strongest model at its deepest setting, as its own dedicated run — never squeezed into another task's context. - No
ultracode/subagents — sweep the dimensions sequentially (see the tip above); state coverage honestly either way.
Relationship to other skills
product-audit (whole product, all axes, measured trigger)
├─ composes review-change axes (codebase-wide) + audit-docs (doc coherence)
├─ mines feature docs (decisions / known-issues / architecture-notes)
├─ sweeps installed skills / connected MCP servers (product-wide, measured trigger)
└─ proposes ─┬─ Issues to open ........ ▶ triage-issue / unit-lane --fix
├─ Roadmap: add .......... ▶ unit-lane --from-issue
├─ Roadmap: remove/revise ▶ triage-issue / roadmap edit (user decides)
└─ Tooling: register/re-design ▶ user edits AGENTS.md / unit-lane- Broader than
review-change(one change) andaudit-pr(one PR); subsumesaudit-docs's coherence check as one of its dimensions. - Hands nothing off automatically — it recommends, and the planning/fix/triage skills execute only when the user chooses to.
Done when
- A measured trigger was met (or the owner requested the sweep); otherwise the
insufficient-corpusverdict was returned and nothing else ran. - Every applicable dimension has a health verdict backed by cited evidence — its deterministic producer's receipt where one exists — and the skipped or sampled ones are stated.
- A severity-ranked, F-numbered findings list plus four proposal streams
(issues to open, roadmap add, roadmap remove/revise, tooling
register/re-design) exist — every stream present (
none — <why>when empty), deduped, each proposal routed and citing its source findings. - The report is persisted and committed as
docs/audits/<id>-<YYYY-MM-DD>.mdwith the next incremental audit id, and printed in chat. - Nothing else was fixed, filed, or changed — the user decides what to act on.
- The closing
→ Next:block is printed — typically a batch/triage-issue <id> F<k> …for the proposed issues, then/unit-lanefor the accepted work.
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