specify
Skill187 starsChanged 5 months agoMITView on GitHub
Use to turn a raw feature idea into a reviewed spec.md — a lightweight Socratic interview front (capture the idea, deep-dive the problem) merged with a full product spec (context, goals, user stories, acceptance criteria, NFRs, KPIs). Triggers on "specify {slug}", "spec for {slug}", "write the spec", "capture this idea", "draft requirements for {slug}", "/sdd:specify {slug}", "напиши специфікацію {slug}", "опиши вимоги", "зафіксуй ідею". Opens by setting the interview-depth dial (easy/medium/hard), drafts from templates/spec.md, validates each acceptance criterion Socratically, runs a clean-context critic, then writes docs/features/{slug}/spec.md. The ideation analyses (competitive research, strategic approaches, multi-perspective review, devil's-advocate) run as named subagents gated by the depth dial — easy skips them, hard runs the full suite.
29 other projects use a version of this.
Adopted by
Most recently taken up by
- joeldevz/skynex-pitheir own version, first seen Nov 8, 2026
- Buddhilive/buddhi-clitheir own version, first seen Nov 1, 2026
- ZaxbyHub/opencode-swarmtheir own version, first seen Oct 30, 2026
- jantichy/claudetheir own version, first seen Oct 27, 2026
- totalfrank/skillstheir own version, first seen Oct 27, 2026
- danielcherubini/skillstheir own version, first seen Oct 25, 2026
Used with
Projects with it also use discovery, discover and 8 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.
robzolkosSkilldiscovery
Quick user-centric interview to capture requirements from a time-poor stakeholder.
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anombyte93Skilldiscover
Phase 1 of the prd-taskmaster pipeline: brainstorm-driven discovery. Delegates to superpowers:brainstorming in Interactive Mode (one adaptive question at a time), or self-brainstorms in Autonomous Mode when no user is present. Intercepts before the brainstorming chain hands off to writing-plans — this skill owns the exit. Extracts constraints, calibrates scale (Solo / Team / Enterprise), and advances the pipeline to GENERATE.
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MicrosoftSkillspec-review
Independent, multi-model review of a design or spec **before** any code is written, for the microsoft/winappcli repo. Activate when a contributor asks to "review this spec", "review my design", "review this design doc", "validate this approach", "should we build this", "spec review", "design review", or "feature review". Fans out parallel sub-agents — each doing its OWN research against the real codebase and ecosystem rather than trusting the spec — covering necessity & scope, approach & alternatives, feasibility vs reality, risks & unknowns, DX & user impact, and a different-model-family cross-check. Emits a decision-oriented recommendation (proceed / proceed-with-changes / reconsider) to stdout. This is the PRE-CODE companion to the pr-review skill (which reviews code already written); use spec-review at the design/spec stage, not on an implemented diff. Does NOT write code or edit the spec.
Also in 3 projects that use this
MicrosoftSkillinit
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sahinSkillexecute
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Microsoft AzureSkillvalidate
Run the full CI validation workflow locally before submitting a PR. Use this as a final check to ensure all Azure DevOps CI pipeline steps will pass.
Also in 3 projects that use this
Other versions29 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 29
- zaxbysauce/opencode-swarm★ 519same name
- ZaxbyHub/opencode-swarm★ 518same name
- team-attention/hoyeon★ 173same name
- ArvorCo/Relentless★ 98same name
- jantichy/claude★ 45same name
- mehrad-dm/mastermind★ 23same name
- agent-ix/quoin★ 20same name
- danielcherubini/skills★ 14same name
- stormlightlabs/thunderus★ 4same name
- totalfrank/skills★ 4same name
19 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 repository22 other files it gives its agents.
- apiSkill
- clarifySkill
- classify-sizeSkill
- configSkill
- data-modelSkill
- decide-adrSkill
- designSkill
- design-systemSkill
- fixSkill
- glossarySkill
- implementSkill
- interviewSkill
- plan-testsSkill
- reviewSkill
- roadmapSkill
- scaffoldSkill
- screensSkill
- sequencesSkill
- shipSkill
- surveySkill
- tasksSkill
- ux-flowsSkill
The file
We split this skill into the rules it gives an agent
1 rule. 0 are common, 0 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 27 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 28
Document prose follows the project's artifact_language setting — section headings, frontmatter and machine tokens stay English → …
“Common” is measured: kept by at least 6 in 10 of the 27 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: specify
Turns a one-line idea into a reviewed spec.md: a lightweight interview captures and stress-tests the idea, then the skill drafts a product spec (context → goals → user stories → acceptance criteria → NFRs → KPIs), validates it Socratically, and runs a clean-context critic before writing. Less typing, more reviewing. This file is the spine; detail lives in references/.
The Socratic machine, the critic, and the size matrix are shared — this skill keeps only its deltas:
→ ../_shared/socratic-loop.md · ../_shared/critic.md · ../_shared/size-matrix.md · ../_shared/ask-style.md
Depth governs question volume + autonomy (and which ideation analyses run) → ../_shared/interview-depth.md.
Document prose follows the project's artifact_language setting — section headings, frontmatter and machine tokens stay English → ../_shared/artifact-language.md.
Owner
PM + Tech Lead (co-authors). PM drives goals / non-goals / KPIs; Tech Lead drives context patterns and the acceptance-criteria coverage.
Inputs
<slug>— kebab-case feature slug.- (Optional)
CONTEXT.md— the two-level glossary: read both repo-root (project-wide) anddocs/features/<slug>/CONTEXT.md(feature-scoped); per-feature wins on conflict →../glossary/SKILL.md. If present, its roles/terms are canonical and override anything that contradicts them. docs/features/<slug>/.size— depth hint (MVP vs Full per the size matrix). Read if present; established here if absent (step 1 classifies + writes it), so downstream stages never silently default to M.classify-sizere-classifies when scope changes.- (Optional)
docs/idea-brief.md— read before repeating discovery; identity, readiness and reuse follow./references/brief-reuse.md. A brief is not mandatory. - (Optional) prior notes / a reference module / a ticket the user already has.
Protocol
- Ensure the settings file (first thing, after this skill's own gate). If
.claude/sdd.local.mdis absent, create it now from the canonical template — documented defaults + the self-documenting body — and patch.gitignore; if it exists, read it and never overwrite. The one procedure lives in../_shared/settings-file.md. Creating is unconditional; changing values is only ever offered byconfig. Say one line: «.claude/sdd.local.mdcreated with documented defaults —/sdd:configto tune it». Then read context + set the interview depth. If aCONTEXT.mdexists (read both repo-root anddocs/features/<slug>/— per-feature wins on conflict), load its## Glossaryas session state (canonical roles + terms). If.sizeexists, read it to size the spec's depth; if it's absent, establish it now — run theclassify-sizeprotocol inline (the canon:../classify-size/SKILL.md+ the mapping in../_shared/size-matrix.md); the four signals fold into one bundledAskUserQuestionhere (ateasydepth, take the matrix default and record it in the assumptions ledger), and writedocs/features/<slug>/.size+.route(the route defaults from the size — XS/S→quick, M→standard, L/XL→full— and is confirmed in the same bundled question, per the Routes table in../_shared/size-matrix.md) — so every later stage reads a real size instead of silently defaulting to M (the gap that otherwise surfaces only atplan-tests).classify-sizestays the utility to re-classify when scope changes. Ifdocs/architecture-map.mdexists (fromsurvey), read it so the spec is architecture-aware — it informs §1 Context, §2 Constraints, and §3 Non-goals (what the existing system already does / can't do). Absent → suggest runningsurveyfirst, but proceed (the spec is product-level and can be captured without it). Do not leak the map's tech into §5 AC — AC stay business-observable; the map shapes constraints, not acceptance criteria. Then set the interview depth (the opening question): readinterview_depthfrom the settings file ensured in the first sentence of this step (else default medium), and — unless a--depth=easy|medium|hardarg was passed (which skips the question) — ask ONE depth-selectionAskUserQuestionphrased per../_shared/ask-style.md, with the saved/medium value as the «(Recommended)» first option, overridable per run. The chosen level governs the step-2 deep-dive volume, the step-3 ideation suite, and the step-7 Socratic volume →../_shared/interview-depth.md. (Completeness — §5's 5-type AC floor — is unaffected by depth.) Bootstrapspec.md: copy./templates/spec.mdtodocs/features/<slug>/spec.mdnow (frontmatter stamped, sections still placeholders) — from here on every resolved section lands in that file immediately, never held in memory until the end →../_shared/write-and-commit.md. - Reuse or capture the idea. First apply
./references/brief-reuse.md: read the existing brief, check scope/readiness, reuse accepted answers and relevant evidence, and ask only specification gaps. For an already supplied idea, do not ask the user to repeat it. Without a usable brief, the standalone interview front follows: if the raw idea is absent, ask for it in 1–3 sentences; otherwise reuse the user's original words as the baseline. Then a Socratic deep-dive across problem clarity / success criteria / constraints / strategic fit, delivered in batches of 2–3 — its volume scales with the depth dial (easy: only the few un-inferable ones, then a stated-assumptions ledger; medium: 3–5; hard: walk every angle, foreground each trade-off). Phrase every question per../_shared/ask-style.md. - Ideation suite (reuse first, then depth-gated subagents). Apply
./references/brief-reuse.mdbefore dispatch: reuse covered signals at every depth, run only remaining/reopened gaps, and never manufacture absent RICE/matrix outputs. Without a usable brief, run the ideation analyses as named-subagent dispatches gated by the interview-depth dial (size as a secondary trimmer) →./references/ideation.md: easy → skip the suite (deep-dive only; the chosen approach is recorded as a ledger assumption); medium →researcher(sdd:researcher, competitive/web) +devils-advocate(sdd:devils-advocate, failure-mode mode); hard → full suiteresearcher+strategist(sdd:strategist, 3 approaches) +analyst(sdd:analyst, multi-perspective) +devils-advocate, then the Claude-proposed RICE/feasibility confirm. Analyses stay product-level (no tech names — that'sdesign); the confirmed recommendation becomes §1 ¶3. Dispatch withsubagent_type: "sdd:<name>"per../_shared/agent-roster.md(general-purposefallback);researcherneeds web — accept itsRESEARCH_LIMITEDoutput as a noted gap if web is unavailable. - Reconcile the glossary in-flow (a hard rule, at every depth). On every new or unknown domain term that surfaces in the interview or the draft, invoke
glossary <slug>for it immediately — compare it againstCONTEXT.mdand add/update the definition before continuing. By the time the spec is written, every §4 role and §5 domain term is already glossary-canonical; the glossary is never a deferred batch. (Plan-mode nuance: still decide add/update per term in-flow; if writes are blocked until the spec write-point, persist the reconciled terms together with the spec, but never skip the per-term compare.) - Ask which extra channels to read (multi-select
AskUserQuestion): reference module code / project docs / MCP-Atlassian (Confluence/Jira) / knowledge-base / none. For each picked channel ask the specific path/query — no silent broad scans. - Read the template + draft §1–§8. Read
./templates/spec.md(its<!-- instruction -->comments are the per-section contract). Draft per./references/draft-generation.md: per-section sources, the 5 AC coverage types (happy / error / authorization / domain invariant / cross-context), and the stack-agnostic forbidden-token rule for acceptance criteria. §1–§3 (not per-item walked) go intospec.mdas soon as they are drafted. - Socratic validation. Walk §4 US → §5 AC → §6 NFR → §7 KPI with the shared 4-state machine (per-decision question volume scales with the depth dial — at easy, the un-asked decisions land in the assumptions ledger for a batch veto). Specify delta →
./references/socratic.md: AC has a 5th option «Add another AC»; the §5 coverage gate enforces two floors after drops/OQ-migrations — (a) ≥1 AC of each of the 5 coverage types, and (b) ≥1 AC per retained §4 user story (regenerate/add a replacement if a type or a user story is left empty). Both are floors, not dials — enforced at every depth; only the question volume scales. The (b) floor closes the §4→§5 link so the downstreamsequencesuse-case coverage +reviewtrace can't be undermined by a user story that lost its only AC. Maintain the edits-log. Write each section intospec.mdright after its last decision resolves (§8 gets eachsave_as_oqrow as it happens). - Critic + self-check + commit. Dispatch the
criticagent —subagent_type: "sdd:critic"(model perjudgment_model, efforthigh—xhighon L/XL viaCLAUDE_CODE_EFFORT_LEVEL; clean-isolated context per../_shared/agent-roster.md) — with the specify delta in./references/critic.md(over../_shared/critic.md) — inline the edits-log + current owner corrections, it Readsdocs/features/<slug>/spec.mdfrom disk +CONTEXT.md+ the idea source (including the reused brief) itself and checks preservation of accepted constraints and evidence limits. Resolve findings viaAskUserQuestion(Accept revert / Accept amendment / Override-with-rationale → §1 ¶4 bullet). Patchspec.mdon disk with every accepted revert/amendment as it is resolved. Run the forbidden-token regex scan over the file as the F6 backstop (glossary already reconciled in-flow per step 4). Register on the roadmap: indocs/roadmap.md(viaroadmap) set the matching step'sStatus: spec'dand link this feature folder; no matching step → append one (source anchor = this spec). (If there's no roadmap yet, skip — it's optional.) Commit per../_shared/write-and-commit.md— only after the critic + F6 scan pass; one commit per document:specify: <slug> spec.md,specify: <slug> .size+.route(one commit),specify: <slug> CONTEXT.md(each glossary file the in-flow reconciliation changed),specify: roadmap.md— skipping any that didn't change. Then emit the stage-handoff block per../_shared/handoff.md— What I did + Review (spec.md,.size,.route) + Run next — resolve the next stage per.route(the Routes table in../_shared/size-matrix.md; route-resolved variant in handoff.md): forward/sdd:clarify <slug>;clarify's N/A condition = zero §8 open questions and no AC flagged ambiguous, skip target/sdd:ux-flows <slug>(onquick— auto-skip with the reason + inverted↳ or; onstandard— offer the↳ or; onfull— no skip line). When clarify is legally skipped, carry the next condition forward: evaluateux-flows' N/A condition too (no human-facing UI — every §4 actor a system/service, or the repo has no UI at all, per../_shared/size-matrix.md) → holds ⇒ the skip target becomes/sdd:design <slug>. (Ifcriticis unavailable, fall back to ageneral-purposeAgent with the same delta.)
Definition of Done
docs/features/<slug>/spec.mdwritten; all sections filled (or<!-- N/A: reason -->).docs/features/<slug>/.sizeand.routeexist after this stage (read if present, else classified + written here) — the backbone no longer reachesdesign…plan-testson a silent M default, and every handoff resolves per a real route.- §5 holds ≥1 AC of each of the 5 coverage types after drops/OQ-migrations, every §4 user story has ≥1 AC (the use-case floor — no retained US left with zero ACs), and 0 forbidden tokens (HTTP verbs / URL paths / status-code numerics /
module.error_namestrings / JSON fragments / SQL constructs). - §4 roles match the
CONTEXT.mdglossary exactly (no inventeduser/admin). - §8 Open Questions each carry owner + due (no lone «TBD»).
- Edits-log maintained; critic ran on the post-Socratic
spec.mdread from disk; every finding resolved or overridden. spec.mdwas bootstrapped in step 1 and filled section by section; after the self-check, one commit per changed document (spec.md,.size+.route,CONTEXT.md,roadmap.md), SHAs listed in the handoff — per../_shared/write-and-commit.md.- The step-8 critic + the forbidden-token regex backstop are this skill's structural self-check (
../_shared/self-check.md); its result is reported in the handoff.
Anti-patterns
- Inventing owner answers. Reuse confirmed brief/conversation answers; ask about missing consequential decisions. Repeating a settled interview is not required, and headless execution does not license new guesses.
- Naming concrete technologies in §1–§3 (a specific datastore, broker, framework, or library). The spec is WHAT + WHY; technology choices belong to
design. - Implementation leak in AC — HTTP/status/error-code/SQL detail. That mapping lives in
apianddecide-adr. - Running the full ideation suite at
easydepth — over-production. The depth dial gates it (easy skips entirely; medium runs research + devil's-advocate; hard runs all). Feature size only trims volume within a level — it's no longer the gate. - Holding the whole spec in memory and writing it once at the end — a lost session loses every decision. Bootstrap in step 1, write each section as it resolves.
- Inventing competitors / RICE numbers to fill the ideation pass. Better
N/A — internal toolthan fake research; accept theresearcheragent'sRESEARCH_LIMITEDover fabricated rows.
References & template
./references/ideation.md— depth-gated ideation orchestration: which named subagent (researcher/strategist/analyst/devils-advocate) runs at which level, what each returns, how outputs feed the spec.../_shared/interview-depth.md— the easy/medium/hard dial set in step 1 (question volume, autonomy, which analyses run)../references/draft-generation.md— per-section sources, 5 AC coverage types, stack-agnostic forbidden tokens../references/socratic.md— specify's delta over the shared Socratic loop../references/critic.md— specify's delta over the shared critic (F6 = forbidden tokens)../templates/spec.md— output scaffold; inline comments are the per-section generation contract.
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