impact
Skill4 starsChanged 46 days agoMITView on GitHub
Classifies a change proposal before any code — architecture (ADR, boundary, stack, contract, data model, dependency, deployment), security (threat-model surface, security-sensitive path, auth, PII, secrets, CI permissions) or product scope — from the artifacts it touches, gets a short verdict from the owner of each triggered class (technical-director, security-lead, product-director) and hands off to the commands the verdict requires. Use when the user proposes a change outside the current story, before /dev-story picks it up, or whenever a change 'might touch architecture or security'.
16 other projects use a version of this.
Adopted by
Most recently taken up by
- jskswamy/skillstheir own version, first seen Nov 8, 2026
- paulocsb/worldcup-fifa-pooltheir own version, first seen Nov 8, 2026
- ai-agent-lead/skillstheir own version, first seen Nov 1, 2026
- ShiftinBits/constellation-claudetheir own version, first seen Nov 1, 2026
- stoa-platform/stoatheir own version, first seen Nov 1, 2026
- DataWithBaraa/claude-code-data-engineering-skillstheir own version, first seen Nov 1, 2026
Used with
Projects with it also use debug.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
AnthropicSkilldebug
Structured debugging session — reproduce, isolate, diagnose, and fix. Trigger with an error message or stack trace, "this works in staging but not prod", "something broke after the deploy", or when behavior diverges from expected and the cause isn't obvious.
Also in 4 projects that use this
Other versions16 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 16
- DataWithBaraa/claude-code-data-engineering-skills★ 84same name
- mbwsims/claude-universe★ 71same name
- Anuj7411/sipcode★ 46same name
- drafthq/draft★ 40same name
- huiruru/ecoguilt★ 9same name
- stoa-platform/stoa★ 9same name
- ai-agent-lead/skills★ 3same name
- jskswamy/skills★ 3same name
- Jsnnmsc/10000x-engineer★ 2same name
- ShiftinBits/constellation-claude★ 2same name
6 more not listed
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 repository52 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- testing/CLAUDE.mdCLAUDE.md
- a11y-auditSkill
- adoptSkill
- api-contractSkill
- architecture-decisionSkill
- architecture-reviewSkill
- backlogSkill
- brainstormSkill
- changelogSkill
- code-reviewSkill
- collaboration-protocolSkill
- create-storiesSkill
- data-modelSkill
- dependency-auditSkill
- deploySkill
- design-systemSkill
- dev-storySkill
- docsSkill
- feature-specSkill
- game-conceptSkill
- hardenSkill
- helpSkill
- hotfixSkill
- incidentSkill
- initSkill
- migrateSkill
- pentestSkill
- perf-auditSkill
- product-specSkill
- qa-planSkill
- refactorSkill
- release-checklistSkill
- retrospectiveSkill
- security-auditSkill
- setup-stackSkill
- skill-improveSkill
- skill-testSkill
- sprint-planSkill
- sprint-statusSkill
- stack-updateSkill
- startSkill
- story-doneSkill
- team-featureSkill
- team-gameSkill
- team-releaseSkill
- team-securitySkill
- tech-debtSkill
- test-setupSkill
- threat-modelSkill
- updateSkill
- ux-specSkill
The file
We split this skill into the rules it gives an agent
2 rules. 0 are common, 2 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 16 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 25
Grep, do not guess: Every class is claimed only with the artifact or path it touches:
- Distinctive: line 41
Check each reply: No commands, or over 15 lines: back once with the four blocks quoted.
“Common” is measured: kept by at least 6 in 10 of the 16 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
Impact
Language, <hooks>, agent and command namespaces, gate mechanics, the documents-lane commit gate and the consent marker: docs/coordination-rules.md § Skill conventions (verifiers: § Subagents).
Triage, not review: the skill decides who must look at a proposal and what runs next, in minutes (rule 11; review-workflow.md § Change classes).
It produces no document (rule 9: an ADR, threat-model surface, contract or story comes from its own command and gate). It writes only: a dated Notes: line via the state writer, no question needed (Phase 4 step 4); a findings/backlog row behind the Phase 4 step 3 gates; the .claude/.impact-verdict marker on approval (step 6); Next: on the user's pick (closing block).
--classify-only, a ROUTINE run and a solo skip write nothing: no note, no marker, no row.
Phase 1: Proposal and scope
- The proposal verbatim: the argument, else the user's last message; quote it back.
- Read the active story
production/session-state/active.mdnames (<story>; its file isproduction/stories/F-NNN/S-NNN-*.md), its acceptance criteria and the review mode (production/review-mode.txt). - Inside the active story. A proposal fully inside
<story>'s criteria isROUTINE: one line, no verifier (the story already approved it), and the run ends with the text lineNext step: /dev-story <story>(namespaced) instead of the closing question. - Trivial change. A comment, typo, formatting, log message or docstring text with no behavioural change is
ROUTINEtoo, whatever path it touches: one line, no classification table, no verifier, the same ending (Next step: proceedwith no active story). Thesecurity-sensitivereview-before-merge applies to the PR, not to triage.
Phase 2: Classification from evidence
- Grep, do not guess. Every class is claimed only with the artifact or path it touches:
- architecture — an accepted ADR names or contradicts it (
docs/architecture/adr-*.md,production/decisions.md); a system boundary or module ownership moves; the stack or a pinned version intechnical-preferences.md; the API contract (schema.graphql,openapi.*); the data model or a migration; a new runtime dependency (manifest); the deployment topology (Dockerfile, compose, workflows). - security — a surface in
docs/architecture/threat-model.md; a path matching the globs of.claude/rules/security-sensitive.md; authentication, sessions, authorisation; PII, secrets, tokens; CI permissions; network, proxy, TLS; uploads, webhooks, WebSocket. - product — user-visible behaviour absent from the feature spec; a changed acceptance criterion; scope the product spec lists as out.
- routine — none of the above: a change inside existing decisions and surfaces.
- architecture — an accepted ADR names or contradicts it (
- Render the table (class · trigger · evidence) in the chat before anything else happens (rule 7).
--classify-only: stop after the table with the verdictCLASSIFIED (<classes>)and go to the closing question — no Phase 3, noTask, nothing written (no note, no marker, no row): a classification is not a verdict, so the impact-guard keeps warning until a verifier approves (absent a marker still fresh, Phase 4 step 6).
Phase 3: Verification by the class owner
- Review mode scopes the step (review-workflow.md):
full— every triggered class.lean— architecture and security; a triggered product class stays classification only unless the pre-spawnAskUserQuestion, asked only when product is triggered — verify architecture and security (Recommended) · product too — adds it.solo— the classification is shown; before any spawn, oneAskUserQuestion: verify (Recommended) · skip, which ends like--classify-only:CLASSIFIED (<classes>), no note, no marker, the closing question.
- Spawn the triggered classes in scope in one parallel
Taskbatch: architecture →technical-director, security →security-lead, product →product-director. - The brief per verifier: the template in
references/verifier-brief.md(the proposal, the class's evidence rows, the artifacts to read by path, the review mode, the contract quoted verbatim). - The verifier's contract — four blocks, at most 15 lines, nothing else:
Verdict:(APPROVED·APPROVED WITH CONDITIONS (…)·NEEDS ADR·BLOCKED (reason)) ·Why:(≤ 2 lines) ·Artifacts:(those that must change) ·Commands:(numbered, pipeline order); no observations, background or file lists. - Check each reply. No commands, or over 15 lines: back once with the four blocks quoted; a second miss is reported as incomplete, never padded or trimmed by the skill.
BLOCKEDfrom any verifier is surfaced immediately, with the reason.
Phase 4: Decision and hand-off
- One table: verifier · verdict · artifacts to change · commands, in pipeline order:
/architecture-decision→/threat-model→/api-contract//data-model→/feature-spec//create-stories→/dev-story. - Measurements. A verdict resting on a measurement names its file (
docs/ops/measurements/…, rule 12), never a number from memory inNotes:. - Records the verdict creates — only when a verdict names a finding ID (
ARCH-004,SEC-002→ its row inproduction/findings.md, same turn, or the ID has no authority) or the proposal came fromproduction/backlog.md(I-NNNin the argument or a matching entry → one line: date, verdict, next command, or the idea returns). Readreferences/records.md, then:- Show the row/line; one
AskUserQuestion: "May I write <the row inproduction/findings.md/ the line inproduction/backlog.md>?" — write (Recommended) · show the draft/diff first · not now; after "write"touch .claude/.write-consent, thenEdit. - Record the commit gate:
<hooks>session-state.sh set Gate "/impact Phase 4: commit <ID>?". - Ask, one
AskUserQuestionthat names the message and the branch (rule 7: one turn, one gate):docs: impact <ID> — <verdict>(a backlog line:docs: backlog I-NNN — impact verdict), staging exactly the written file(s); the branch per § Documents-lane commit gate —<default>when no story work is in progress; a story-branch HEAD (usual: the triage interrupted/dev-story) is named in the question, whose options are switch to<default>and commit there (Recommended: the document is pipeline-wide) · commit here · leave uncommitted. - On "switch":
git switch <default> && git pull --ff-only origin <default>, the commit,git switch <story branch>back, so the interrupted story continues on its branch. - Clear the gate:
<hooks>session-state.sh set Gate "—". Nothing is committed without the answer; code or configs never ride thedocs:commit.
- Show the row/line; one
- Session note:
<hooks>session-state.sh note "impact: <proposal> → <verdicts>; next: <commands>"(dated; the writer keeps ten, archives older ones toproduction/session-state/archive/, and refuses a file not in its format — then<hooks>session-state.sh migrateonce, which archives the previous file, or add the line by hand). - Never write
Next:yourself: a triage is usually a detour, and a detour never overwrites the interrupted intent (rule 7); the required commands go into the note and the closing question. - Marker, only on an approving verdict:
touch .claude/.impact-verdictwhen every verifier in scope answeredAPPROVEDorAPPROVED WITH CONDITIONS(read by the warn-only impact-guard on architecture/security paths). Never afterBLOCKED(it would silence the guard for the rejected change) norNEEDS ADR(the ADR and its story earn it:/dev-storytouches it at story start);CLASSIFIEDandROUTINEend earlier. An existing marker is never removed and counts as fresh for four hours, so the guard may stay silent during a running story even afterBLOCKED: it nudges to classify; the rejection lives in the note and the closing question.
Verdict: ROUTINE | CLASSIFIED (…) | APPROVED | APPROVED WITH CONDITIONS | NEEDS ADR | BLOCKED.
Next step — one AskUserQuestion: the first command the verdicts require (Recommended) · show the verifiers' full replies · stop here; on BLOCKED: revise the proposal (Recommended) · record the rejection as an ADR (/architecture-decision) · stop here. On a command pick: <hooks>session-state.sh set Next "<command>" — that choice makes it the task.
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