skill-router
Skill0 starsChanged 5 months agoMITView on GitHub
Meta-skill that routes a task to the right engineering skill. Load this at the start of a session or when unsure which skill applies — it maps intent to the process that should govern the work.
58 other projects use a version of this.
Adopted by
Most recently taken up by
- byrmeng/skill-routertheir own version, first seen Nov 8, 2026
- nicklasorte/skillstheir own version, first seen Nov 8, 2026
- KRISH-exe-29/ai-agent-skill-routertheir own version, first seen Nov 8, 2026
- dotslashsimran/simcrafttheir own version, first seen Nov 8, 2026
- SWEStash/swe-workflow-skillstheir own version, first seen Nov 8, 2026
- rodeyseijkens/skillstheir own version, first seen Nov 6, 2026
Used with
Projects with it also use context-engineering, caveman and 9 more.
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.
mrgoonieSkillcontext-engineering
Master context engineering for AI agent systems. Use when designing agent architectures, debugging context failures, optimizing token usage, implementing memory systems, building multi-agent coordination, evaluating agent performance, or developing LLM-powered pipelines. Covers context fundamentals, degradation patterns, optimization techniques (compaction, masking, caching), compression strategies, memory architectures, multi-agent patterns, LLM-as-Judge evaluation, tool design, and project development.
Also in 3 projects that use this
MicrosoftSkillcaveman
Ultra-compressed response style that reduces output token count while preserving technical accuracy, with intensity levels and auto-clarity safety rules
Also in 4 projects that use this
SupabaseSkillcopywriting
Write or audit UI copy (buttons, labels, empty states, error messages, tooltips, form text) anywhere in the monorepo. Load it before shipping or reviewing any user-facing text — including when copy is incidental to the task, like a new feature that adds buttons, toasts, dialogs, or validation messages.
Also in 3 projects that use this
GoogleSkillteach
Teach the user a new skill or concept, within this workspace.
Also in 3 projects that use this
GoogleSkilldomain-modeling
Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain the domain model.
Also in 3 projects that use this
Hugging FaceSkillimplement
Make tests pass. Invoke after /write-tests produces failing tests.
Also in 3 projects that use this
- +4 more from google
Other versions58 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 58
- rohitg00/pro-workflow★ 2.9ksame name
- stevesolun/ctx★ 583same name
- dotslashsimran/simcraft★ 69same name
- Fmarzochi/EGC★ 61same name
- hussi9/skill-router★ 32same name
- Fandry96/k3-agentic-skills★ 27same name
- pcx-wave/skill-router★ 26same name
- Hassaan146/claude-skills★ 18same name
- AnamKwon/agent-skill-router★ 9same name
- Nirusan/claude-config★ 7same name
48 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 repository68 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- .cursor/rules/engineering-skills.mdcCursor rule
- marketing-routerSkill
- accessibilitySkill
- agent-guardrailsSkill
- agent-memorySkill
- agent-verificationSkill
- autonomous-loopsSkill
- browser-checksSkill
- caching-strategySkill
- context-curationSkill
- contract-testingSkill
- data-modelingSkill
- decision-docsSkill
- dependency-hygieneSkill
- design-handoffSkill
- e2e-testingSkill
- experimentationSkill
- fault-recoverySkill
- feature-flagsSkill
- finops-budgetSkill
- git-flowSkill
- hardeningSkill
- i18n-l10nSkill
- idea-shapingSkill
- incident-responseSkill
- incremental-deliverySkill
- interface-designSkill
- launch-campaignSkill
- launch-readinessSkill
- llm-feature-engineeringSkill
- long-running-agentsSkill
- community-engagementSkill
- content-marketingSkill
- email-nurtureSkill
- growth-strategySkill
- paid-adsSkill
- referral-loopSkill
- seo-growthSkill
- social-distributionSkill
- micro-interactionsSkill
- migration-pathSkill
- mobile-patternsSkill
- observabilitySkill
- orchestrated-deliverySkill
- parallel-subagentsSkill
- perf-budgetSkill
- pipeline-opsSkill
- product-briefSkill
- product-discoverySkill
- product-groomingSkill
- react-patternsSkill
- resilienceSkill
- review-gateSkill
- simplifySkill
- skill-creatorSkill
- skill-harvestSkill
- source-firstSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 10 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 49 edited versions we read keep these.
10
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 27
When several skills apply, pick a primary skill for the current step and pull in secondary skills only when the diff or task touches their …
- Distinctive: line 32
Start of a session — before improvising a workflow that already exists here
- Distinctive: line 46
Read the user's ask for intent, not keywords alone:
- Distinctive: line 68
If the request mixes phases ("build and ship today"), still sequence — define/plan may be a 5-minute pass, not skipped silently when risk …
- Distinctive: line 73
Use the primary intent — the thing the user most needs done *right now*.
- Distinctive: line 212
When still unsure, prefer the skill earlier in the lifecycle — spec beats code, measure beats optimize.
- Distinctive: line 305
When a task spans phases, move top-down — don't jump to code if requirements are ambiguous.
- Distinctive: line 340
If the task genuinely doesn't match anything:
- Distinctive: line 344
After non-trivial work (tricky debug, repeated mistake, a skill that misfired), run [[skill-harvest]] to capture the lesson before context …
- Distinctive: line 346
Don't force-fit the wrong skill (e.g.
“Common” is measured: kept by at least 6 in 10 of the 49 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
Skill Router
This repo's skills are step-by-step processes, not reference docs. The hard part is loading the right one at the right moment — then following it fully. This skill is the map: identify what you're doing, pick the matching skill(s), work in lifecycle order, and chain to the next phase when done.
The Rule (mandatory)
If there is even a ~1% chance a skill applies, invoke it before acting — before clarifying questions, before writing code, before "just doing it." Check the routing table below first. If a loaded skill turns out not to fit, set it aside; but you do not get to skip the check, and partial application counts as skipping. Confidence without the process is exactly the failure these skills exist to prevent.
Precedence: the user always wins. If the user — or CLAUDE.md/AGENTS.md — says not to use a
skill, follow the user. Skills override your default behavior, never an explicit instruction.
Before routing: confirm [[agent-guardrails]] is active — destructive data ops, secret access, and security bypasses require explicit user approval regardless of which skill you pick next.
Wrong skill or partial application is worse than no skill — you get confidence without the process. When several skills apply, pick a primary skill for the current step and pull in secondary skills only when the diff or task touches their domain ([[context-curation]] keeps the load lean).
When to Use
- Start of a session — before improvising a workflow that already exists here
- User request could match multiple skills — need disambiguation
- Unsure whether to spec, plan, or jump to code
- Task spans phases — need the lifecycle order
- Recurring work type might need a new skill ([[skill-creator]])
Skip re-reading the full map when you're mid-phase and the next skill is obvious (e.g. finished [[spec-first]], now load [[work-planning]]). Not a substitute for any domain skill — routing points you to the process; the process does the work.
Process
1. Classify the request — what kind of work is this?
Read the user's ask for intent, not keywords alone:
| Signal | Likely phase | First skill to load |
| One-line idea → full buildable, measurable plan | Define | [[product-discovery]] |
| Vague idea, "should we build…?" | Define | [[idea-shaping]] |
| Need PRD, RFC, stakeholder alignment | Define | [[product-brief]] |
| Know what to build, need spec before code | Define | [[spec-first]] |
| Groom backlog before sprint planning | Plan | [[product-grooming]] |
| Spec exists, need tasks/order/estimate | Plan | [[work-planning]] |
| Security-sensitive design (auth, data, money, input) | Plan | [[threat-modeling]] |
| Implement, add feature, change behavior | Build | [[incremental-delivery]] + [[test-first]] |
| Something broke / unexpected behavior (dev) | Verify | [[fault-recovery]] |
| Something broke in production / alert firing | Operate | [[incident-response]] |
| Review PR or own diff before merge | Review | [[review-gate]] |
| Deploy / release / go live | Ship | [[launch-readiness]] |
| Launch a shipped feature — full go-to-market | Grow | [[launch-campaign]] |
| Market product / grow traffic / SEO / social | Grow | [[growth-strategy]] — see marketing/SKILL.md and skills/marketing/ |
| Run an agent unattended, on a loop, or over many hours | Meta | [[autonomous-loops]] / [[long-running-agents]] |
| New to this repo — which skills apply here? | Meta | run /start (detects stack, recommends a few skills + a profile) |
| Not sure | Meta | Stay here; use maps below |
If the request mixes phases ("build and ship today"), still sequence — define/plan may be a 5-minute pass, not skipped silently when risk is high.
2. Match intent to a skill
Use the primary intent — the thing the user most needs done right now.
Define — clarify before building
| You're about to… | Load |
| Run a raw idea through full discovery (problem → PRD → metrics → tasks) | [[product-discovery]] |
| Shape a raw idea into something concrete | [[idea-shaping]] |
| Write a PRD / product brief / RFC | [[product-brief]] |
| Define what to build before coding | [[spec-first]] |
Plan — order the work
| You're about to… | Load |
| Break work into ordered, verifiable tasks | [[work-planning]] |
| Find security risks at design time (auth, data, money, input) | [[threat-modeling]] |
Build — implement correctly
| You're about to… | Load |
| Implement a feature or change in slices | [[incremental-delivery]] |
| Write logic/tests (with or after spec) | [[test-first]] |
| Shrink or focus what the agent reads | [[context-curation]] |
| Verify API/library/code behavior before relying on it | [[source-first]] |
| Build or change user-facing UI | [[ui-craft]] |
| Add click feedback or view/route transitions | [[micro-interactions]] |
| Make UI usable by everyone (a11y) | [[accessibility]] |
| Turn a design/mockup into code | [[design-handoff]] |
| Write/review React or Next.js (perf, RSC, data) | [[react-patterns]] |
| Design an API, module, or schema boundary | [[interface-design]] |
| Design DB schema, indexes, or fix queries | [[data-modeling]] |
| Add AI/LLM product behavior (prompts, tools, evals) | [[llm-feature-engineering]] |
| Harden failure paths (timeouts, retries, idempotency) | [[resilience]] |
| Add caching to an expensive read | [[caching-strategy]] |
Verify — prove it works
| You're about to… | Load |
| Confirm a web change in a real browser | [[browser-checks]] |
| Automate critical user journeys (E2E) | [[e2e-testing]] |
| Debug a failure, failing test, or surprise behavior | [[fault-recovery]] |
| Guard a service boundary against breaking changes (consumer-driven contracts) | [[contract-testing]] |
| Prove a change actually moved the metric (A/B test) | [[experimentation]] |
Review — check before merge
| You're about to… | Load |
| Review a PR or self-review a diff | [[review-gate]] |
| Remove accidental complexity / refactor for clarity | [[simplify]] |
| Security pass (auth, input, secrets) | [[hardening]] |
| Something is slow — measure and fix the bottleneck | [[perf-budget]] |
| Add, upgrade, or audit dependencies | [[dependency-hygiene]] |
| Upgrade a package — research release notes and fix breaking changes | [[version-upgrade]] |
Ship — get it out safely
| You're about to… | Load |
| Commit, branch, merge, recover git mistakes | [[git-flow]] |
| Set up or fix CI/CD, builds, deploy automation | [[pipeline-ops]] |
| Ship dark / gradual rollout / kill switch behind a flag | [[feature-flags]] |
| Change schema/API/deps others depend on | [[migration-path]] |
| Record a technical decision or fix docs | [[decision-docs]] |
| Design UX flows before UI | [[ux-design]] |
| Mobile app feature (RN/Flutter) | [[mobile-patterns]] |
| Add languages / locales | [[i18n-l10n]] |
| Cloud cost spike or budget | [[finops-budget]] |
| Write README, API docs, runbooks | [[technical-writing]] |
| Verify ready for production (rollout, rollback, monitoring) | [[launch-readiness]] |
Operate — run and learn in prod
| You're about to… | Load |
| Add logging, metrics, tracing, alerts | [[observability]] |
| Handle production incident or write postmortem | [[incident-response]] |
Grow — traffic, engagement, retention
| You're about to… | Load |
| Run a full go-to-market launch for a shipped feature | [[launch-campaign]] |
| Plan go-to-market, positioning, campaign calendar | [[growth-strategy]] |
| Write blog, tutorial, newsletter, landing copy | [[content-marketing]] |
| Post on social, launch threads, distribute content | [[social-distribution]] |
| Improve SEO, keywords, page rankings | [[seo-growth]] |
| Build community, welcome flows, engagement | [[community-engagement]] |
| Run paid ads with CAC tracking | [[paid-ads]] |
| Email welcome / nurture sequences | [[email-nurture]] |
| Referral / invite viral loops | [[referral-loop]] |
Meta — this repo's skills
| You're about to… | Load |
| Route or pick the right skill (you are here) | [[skill-router]] |
| Drive a whole feature end-to-end (define → ship) | [[orchestrated-delivery]] |
| Dispatch independent tasks to parallel subagents | [[parallel-subagents]] |
| Run an agent unattended / on a self-prompting loop | [[autonomous-loops]] |
| Keep an agent coherent across hours/days (state, checkpoints, compaction) | [[long-running-agents]] |
| Verify an agent's "done" claim with an independent check | [[agent-verification]] |
| Give an agent durable memory across sessions (and govern drift) | [[agent-memory]] |
| Write or improve a skill in this repo | [[skill-creator]] |
| Capture a lesson from this session back into the library | [[skill-harvest]] |
3. Disambiguate when several skills seem to fit
| Tension | Choose |
| [[product-discovery]] vs [[idea-shaping]] vs [[product-brief]] | Whole front-of-funnel (problem → PRD → metrics → task plan) → product-discovery; sharpen one fuzzy idea only → idea-shaping; one PRD for an already-validated problem → product-brief |
| [[product-discovery]] vs [[orchestrated-delivery]] | Idea → validated, scoped, planned (stops before build) → product-discovery; carry the feature all the way to ship → orchestrated-delivery |
| [[idea-shaping]] vs [[spec-first]] | Idea fuzzy → shape first; problem clear → spec |
| [[product-brief]] vs [[spec-first]] | Stakeholders/PRD/RFC → brief; eng implementation spec → spec-first |
| [[fault-recovery]] vs [[incident-response]] | Dev/local/staging debug → fault-recovery; prod outage/alert → incident-response |
| [[perf-budget]] vs [[react-patterns]] vs [[caching-strategy]] | Measure first ([[perf-budget]]); frontend/React → react-patterns; repeated expensive read → caching-strategy |
| [[ui-craft]] vs [[accessibility]] vs [[design-handoff]] vs [[micro-interactions]] | General UI → ui-craft; a11y compliance → accessibility; mockup → design-handoff; click/route motion → micro-interactions |
| [[simplify]] vs [[review-gate]] | Dedicated cleanup/refactor → simplify; PR review gate → review-gate (may suggest simplify) |
| [[hardening]] vs [[review-gate]] | Deep security work or audit → hardening; general pre-merge review → review-gate (includes light security) |
| [[threat-modeling]] vs [[hardening]] vs [[agent-guardrails]] | Design-time "how could this be attacked?" → threat-modeling; security issues in a written diff → hardening; runtime blocking of dangerous agent actions → agent-guardrails |
| [[source-first]] vs [[context-curation]] | Verify behavior/API → source-first; manage total files in agent context → context-curation |
| [[dependency-hygiene]] vs [[version-upgrade]] vs [[migration-path]] | Vet/add/audit deps → dependency-hygiene; bump vendor version with research → version-upgrade; your API/schema breaks consumers → migration-path |
| [[migration-path]] vs [[interface-design]] | Designing the contract → interface-design; rolling out breaking change → migration-path |
| [[launch-readiness]] vs [[pipeline-ops]] | "Are we ready to ship this change?" → launch-readiness; "Fix the CI pipeline" → pipeline-ops |
| [[feature-flags]] vs [[launch-readiness]] vs [[migration-path]] | Control exposure (dark launch, ramp, kill switch) → feature-flags; the full readiness gate → launch-readiness; schema/contract change rollout → migration-path |
| [[experimentation]] vs [[test-first]] vs [[observability]] | Did the change move the metric (A/B) → experimentation; is the code correct → test-first; instrument the metric → observability |
| [[contract-testing]] vs [[e2e-testing]] vs [[interface-design]] vs [[migration-path]] | Guard a cross-deploy boundary automatically → contract-testing; prove the whole journey works → e2e-testing; design the contract → interface-design; roll out a deliberate break → migration-path |
| [[launch-campaign]] vs [[launch-readiness]] vs [[growth-strategy]] | Market a shipped feature end-to-end (the GTM conductor) → launch-campaign; engineering release gate (rollout/rollback/monitoring) → launch-readiness; one GTM plan/calendar without running the whole launch → growth-strategy |
| [[autonomous-loops]] vs [[orchestrated-delivery]] vs [[long-running-agents]] | Build/supervise an unattended self-prompting loop → autonomous-loops; human-driven single feature through the lifecycle → orchestrated-delivery; long-horizon coherence mechanics (state, checkpoints, compaction) → long-running-agents |
| [[agent-verification]] vs [[review-gate]] vs [[test-first]] | Check an agent's completion claim (independent, anti-self-grading) → agent-verification; human quality review of a finished diff → review-gate; write the tests that capture behavior → test-first |
| [[agent-memory]] vs [[context-curation]] vs [[long-running-agents]] vs [[skill-harvest]] | Durable cross-session memory store (scope, retrieval, drift) → agent-memory; what's loaded in one session → context-curation; single-run plan/progress/handoff state → long-running-agents; promote a reusable process to the skill library → skill-harvest |
| [[growth-strategy]] vs [[content-marketing]] vs [[social-distribution]] | Plan/calendar/positioning → growth-strategy; long-form article → content-marketing; short posts/threads → social-distribution |
| [[seo-growth]] vs [[content-marketing]] | Keyword map + on-page fixes → seo-growth; write the article → content-marketing |
| [[resilience]] vs [[caching-strategy]] | Failure/retry/idempotency → resilience; speed repeated reads with staleness rules → caching-strategy |
| [[skill-harvest]] vs [[skill-creator]] | Deciding whether/what/where to capture a lesson → skill-harvest; authoring/fixing the skill itself → skill-creator (harvest hands off to it) |
When still unsure, prefer the skill earlier in the lifecycle — spec beats code, measure beats optimize.
4. Use common recipes — multi-skill chains
These are typical sequences; run one primary skill at a time, chain when the phase completes.
Idea → buildable plan (discovery)
[[product-discovery]] (runs idea-shaping → product-brief → success metrics
→ RFC handoff → work-planning, gating on sign-off) → hand off to BuildNew feature (full lifecycle)
[[product-discovery]] (or [[idea-shaping]]? → [[spec-first]]) → [[work-planning]]
→ [[incremental-delivery]] + [[test-first]]
→ [[browser-checks]] (if UI) → [[review-gate]]
→ [[launch-readiness]]Bug fix
[[fault-recovery]] → [[test-first]] (regression test) → [[review-gate]]
→ [[skill-harvest]] (if the root cause was non-obvious)Unattended / autonomous run
[[autonomous-loops]] (stop condition, maker/checker, circuit breakers, triage inbox)
+ [[long-running-agents]] (external state, checkpoints, compaction)
+ [[agent-verification]] (independent "done" check) → human reviews the batch before mergeProduction incident
[[incident-response]] → (after) [[fault-recovery]] or [[decision-docs]] for follow-upsNew HTTP API
[[interface-design]] → [[test-first]] + [[incremental-delivery]]
→ [[contract-testing]] (if consumers deploy separately)
→ [[hardening]] → [[review-gate]] → [[launch-readiness]]Breaking API/schema change
[[interface-design]] → [[migration-path]] → [[contract-testing]] (verify when old shape is safe to drop)
→ [[test-first]] → [[review-gate]] → [[launch-readiness]]Slow checkout / page
[[perf-budget]] → [[react-patterns]] and/or [[data-modeling]] and/or [[caching-strategy]]Implement Figma screen
[[design-handoff]] → [[ui-craft]] → [[accessibility]] → [[browser-checks]] → [[review-gate]]Add npm package
[[dependency-hygiene]] → [[review-gate]]; justify vs own ([[simplify]])LLM feature
[[spec-first]] → [[llm-feature-engineering]] → [[hardening]] → [[observability]] → [[review-gate]]Product launch / go-to-market
[[launch-readiness]] (ship safely) → [[launch-campaign]] (Grow conductor: runs
growth-strategy → community-engagement [seed before traffic] → seo-growth
→ content-marketing → social-distribution → email-nurture + referral-loop
→ growth-strategy weekly review, gating on the ordering rule)5. Apply lifecycle order across phases
When a task spans phases, move top-down — don't jump to code if requirements are ambiguous.
Define → Plan → Build → Verify → Review → Ship → Operate → Grow
| Phase | Skills |
| Define | product-discovery, idea-shaping, product-brief, spec-first |
| Plan | work-planning, product-grooming, threat-modeling |
| Build | incremental-delivery, test-first, context-curation, source-first, ui-craft, micro-interactions, ux-design, accessibility, react-patterns, mobile-patterns, i18n-l10n, interface-design, design-handoff, resilience, data-modeling, caching-strategy, llm-feature-engineering |
| Verify | browser-checks, e2e-testing, contract-testing, fault-recovery, experimentation |
| Review | review-gate, simplify, hardening, perf-budget, dependency-hygiene, version-upgrade |
| Ship | git-flow, pipeline-ops, feature-flags, migration-path, decision-docs, technical-writing, launch-readiness |
| Operate | observability, incident-response, finops-budget |
| Grow | launch-campaign (Grow conductor), growth-strategy, content-marketing, social-distribution, seo-growth, community-engagement, paid-ads, email-nurture, referral-loop (skills/marketing/) |
| Orchestrate | orchestrated-delivery (conductor across all phases), parallel-subagents |
| Meta | skill-router, skill-creator, skill-harvest |
| Operate autonomously | autonomous-loops (loop conductor), long-running-agents, agent-verification, agent-memory |
Finishing one phase points to the next — e.g. after Build + Verify, load [[review-gate]] before merge.
6. Load and follow — rules of use
- If a skill matches, load and follow it — don't improvise a weaker version under time pressure.
- Follow it fully — especially Verification checklists and anti-rationalization sections; partial application loses most value.
- One primary skill at a time — secondary skills when the task touches their domain (see [[review-gate]] routing table pattern).
- Read the skill's
description— it's the trigger; if your task matches, trust it. - Chain, don't stack — finish [[spec-first]] before deep [[incremental-delivery]]; don't load all Build skills for a planning question.
- Agents complement skills — code-reviewer with [[review-gate]], security-auditor with [[hardening]], test-engineer with [[test-first]]; the skill is still the process.
7. When no skill fits
If the task genuinely doesn't match anything:
- Proceed with sound engineering judgment
- Note the gap — recurring work without a skill → [[skill-harvest]] (triage) → [[skill-creator]] (author)
- After non-trivial work (tricky debug, repeated mistake, a skill that misfired), run [[skill-harvest]] to capture the lesson before context is lost
- Don't force-fit the wrong skill (e.g. [[simplify]] on an production incident)
Common Rationalizations
- "I know the process, I don't need the skill." — These skills encode steps people skip under pressure.
- "I'll load the skill after I start." — Wrong skill from minute one wastes the first hour.
- "Load everything so nothing is missed." — Context bloat; one primary skill per step ([[context-curation]]).
- "This is urgent, skip spec/plan." — Urgent bugs use [[fault-recovery]] / [[incident-response]]; urgent features still need a minimal spec when risk is non-trivial.
- "Review-gate covers it." — Review-gate routes to specialists; load [[hardening]] when the diff is auth-heavy, not only review-gate.
- "Any refactor skill will do." — [[simplify]] is behavior-preserving cleanup; [[migration-path]] is breaking change rollout — different jobs.
Red Flags
- Jumping to code on a vague one-liner with no [[spec-first]] or [[idea-shaping]] when scope is unclear
- Using [[fault-recovery]] for a production outage instead of [[incident-response]]
- Loading five skills and following none of them completely
- [[perf-budget]] skipped — optimizing by intuition
- UI change marked done without [[browser-checks]]
- Breaking API change without [[migration-path]]
- "I'll read the skill later" on a security or launch task
- Inventing a new review checklist instead of using [[review-gate]]
Verification
- Request classified by phase and primary intent
- Primary skill identified from the intent map (or disambiguation table)
- Lifecycle order respected — earlier phases not skipped when risk warrants them
- At most one primary skill loaded for the current step; secondaries only when domain requires
- Selected skill read and Process + Verification will be followed fully
- Next skill in the chain noted (e.g. after build → verify → review-gate)
- If nothing fits, gap noted for possible [[skill-creator]]
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