speckit-clarify
Skill0 starsChanged 17 days agoMITView on GitHub
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
We split this skill into the rules it gives an agent
41 rules. 23 are common, 0 are distinctive, and 18 are very specific to this project.
23
Common
Most of the 117 edited versions we read keep these.
0
Distinctive
This author's own choices. Worth a look.
18
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 22
Check if .specify/extensions.yml exists in the project root.
- Very specific: line 23
If it exists, read it and look for entries under the hooks.before_clarify key
- Common: line 24
If the YAML cannot be parsed or is invalid, skip hook checking silently and continue normally
- Very specific: line 27
If the hook has no condition field, or it is null/empty, treat the hook as executable
- Very specific: line 28
If the hook defines a non-empty condition, skip the hook and leave condition evaluation to the HookExecutor implementation
- Very specific: line 29
When constructing slash commands from hook command names, replace dots (.) with hyphens (-).
- Very specific: line 53
If no hooks are registered or .specify/extensions.yml does not exist, skip silently
- Very specific: line 63
Run .specify/scripts/bash/check-prerequisites.sh --json --paths-only from repo root once (combined --json --paths-only mode / -Json …
- Very specific: line 67
If JSON parsing fails, abort and instruct user to re-run /speckit-specify or verify feature branch environment.
- Common: line 133
Only include questions whose answers materially impact architecture, data modeling, task decomposition, test design, UX behavior, …
- Common: line 134
Ensure category coverage balance: attempt to cover the highest impact unresolved categories first.
- Common: line 137
If more than 5 categories remain unresolved, select the top 5 by (Impact * Uncertainty) heuristic.
- Very specific: line 158
After the table, add: You can reply with the option letter (e.g., "A"), accept the recommendation by saying "yes" or "recommended", or …
- Common: line 163
After the user answers:
- Common: line 164
If the user replies with "yes", "recommended", or "suggested", use your previously stated recommendation/suggestion as the answer.
- Common: line 166
If ambiguous, ask for a quick disambiguation (count still belongs to same question.
- Common: line 168
Stop asking further questions when:
- Common: line 169
All critical ambiguities resolved early (remaining queued items become unnecessary), OR
- Common: line 172
Never reveal future queued questions in advance.
- Common: line 173
If no valid questions exist at start, immediately report no critical ambiguities.
- Very specific: line 178
Ensure a ## Clarifications section exists (create it just after the highest-level contextual/overview section per the spec template if …
- Common: line 188
If the clarification invalidates an earlier ambiguous statement, replace that statement instead of duplicating.
- Common: line 191
Keep each inserted clarification minimal and testable (avoid narrative drift).
- Common: line 197
No contradictory earlier statement remains (scan for now-invalid alternative choices removed).
- Very specific: line 201
Write the updated spec back to FEATURE_SPEC.
- Very specific: line 204
Check if FEATURE_DIR/checklists/requirements.md exists.
- Common: line 205
If it does NOT exist, skip this step silently.
- Common: line 207
Read the checklist file.
- Very specific: line 212
If the item now passes and was unchecked: change [ ] to [x].
- Very specific: line 213
If the item now fails and was checked: change [x]/[X] to [ ].
- Common: line 214
If the state is unchanged: leave the marker as-is (preserve existing case to avoid cosmetic diffs).
- Common: line 224
If no meaningful ambiguities found (or all potential questions would be low-impact), respond: "No critical ambiguities detected worth …
- Very specific: line 225
If spec file missing, instruct user to run /speckit-specify first (do not create a new spec here).
- Common: line 226
Never exceed 5 total asked questions (clarification retries for a single question do not count as new questions).
- Common: line 227
Avoid speculative tech stack questions unless the absence blocks functional clarity.
- Common: line 229
If no questions asked due to full coverage, output a compact coverage summary (all categories Clear) then suggest advancing.
- Common: line 230
If quota reached with unresolved high-impact categories remaining, explicitly flag them under Deferred with rationale.
- Very specific: line 239
If it does not exist, or no hooks are registered under hooks.after_clarify, skip to the Completion Report.
- Very specific: line 240
If it exists, read it and look for entries under the hooks.after_clarify key.
- Common: line 241
If the YAML cannot be parsed or is invalid, skip hook checking silently and continue to the Completion Report.
- Very specific: line 277
If any Outstanding or Deferred remain, recommend whether to proceed to /speckit-plan or run /speckit-clarify again later post-plan.
“Common” is measured: kept by at least 6 in 10 of the 117 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
User Input
$ARGUMENTSYou MUST consider the user input before proceeding (if not empty).
Pre-Execution Checks
Check for extension hooks (before clarification):
- Check if
.specify/extensions.ymlexists in the project root. - If it exists, read it and look for entries under the
hooks.before_clarifykey - If the YAML cannot be parsed or is invalid, skip hook checking silently and continue normally
- Filter out hooks where
enabledis explicitlyfalse. Treat hooks without anenabledfield as enabled by default. - For each remaining hook, do not attempt to interpret or evaluate hook
conditionexpressions:- If the hook has no
conditionfield, or it is null/empty, treat the hook as executable - If the hook defines a non-empty
condition, skip the hook and leave condition evaluation to the HookExecutor implementation
- If the hook has no
- When constructing slash commands from hook command names, replace dots (
.) with hyphens (-). For example,speckit.git.commit→/speckit-git-commit. - For each executable hook, output the following based on its
optionalflag:- Optional hook (
optional: true):## Extension Hooks **Optional Pre-Hook**: {extension} Command: `/{command}` Description: {description} Prompt: {prompt} To execute: `/{command}` - Mandatory hook (
optional: false):
After emitting the block above you MUST actually invoke the hook and wait for it to finish before continuing. Run it the same way you would run the command yourself in this agent/session (the invocation may differ from the literal## Extension Hooks **Automatic Pre-Hook**: {extension} Executing: `/{command}` EXECUTE_COMMAND: {command} Wait for the result of the hook command before proceeding to the Outline.{command}id shown above, e.g. a skills-mode agent runs it as/skill:speckit-...or$speckit-...). Emitting the block alone does not run the hook.
- Optional hook (
- If no hooks are registered or
.specify/extensions.ymldoes not exist, skip silently
Outline
Goal: Detect and reduce ambiguity or missing decision points in the active feature specification and record the clarifications directly in the spec file.
Note: This clarification workflow is expected to run (and be completed) BEFORE invoking /speckit-plan. If the user explicitly states they are skipping clarification (e.g., exploratory spike), you may proceed, but must warn that downstream rework risk increases.
Execution steps:
- Run
.specify/scripts/bash/check-prerequisites.sh --json --paths-onlyfrom repo root once (combined--json --paths-onlymode /-Json -PathsOnly). Parse minimal JSON payload fields:FEATURE_DIRFEATURE_SPEC- (Optionally capture
IMPL_PLAN,TASKSfor future chained flows.) - If JSON parsing fails, abort and instruct user to re-run
/speckit-specifyor verify feature branch environment. - For single quotes in args like "I'm Groot", use escape syntax: e.g 'I'''m Groot' (or double-quote if possible: "I'm Groot").
- IF EXISTS: Load
.specify/memory/constitution.mdfor project principles and governance constraints. Load the current spec file. Perform a structured ambiguity & coverage scan using this taxonomy. For each category, mark status: Clear / Partial / Missing. Produce an internal coverage map used for prioritization (do not output raw map unless no questions will be asked).
Functional Scope & Behavior:
- Core user goals & success criteria
- Explicit out-of-scope declarations
- User roles / personas differentiation
Domain & Data Model:
- Entities, attributes, relationships
- Identity & uniqueness rules
- Lifecycle/state transitions
- Data volume / scale assumptions
Interaction & UX Flow:
- Critical user journeys / sequences
- Error/empty/loading states
- Accessibility or localization notes
Non-Functional Quality Attributes:
- Performance (latency, throughput targets)
- Scalability (horizontal/vertical, limits)
- Reliability & availability (uptime, recovery expectations)
- Observability (logging, metrics, tracing signals)
- Security & privacy (authN/Z, data protection, threat assumptions)
- Compliance / regulatory constraints (if any)
Integration & External Dependencies:
- External services/APIs and failure modes
- Data import/export formats
- Protocol/versioning assumptions
Edge Cases & Failure Handling:
- Negative scenarios
- Rate limiting / throttling
- Conflict resolution (e.g., concurrent edits)
Constraints & Tradeoffs:
- Technical constraints (language, storage, hosting)
- Explicit tradeoffs or rejected alternatives
Terminology & Consistency:
- Canonical glossary terms
- Avoided synonyms / deprecated terms
Completion Signals:
- Acceptance criteria testability
- Measurable Definition of Done style indicators
Misc / Placeholders:
- TODO markers / unresolved decisions
- Ambiguous adjectives ("robust", "intuitive") lacking quantification
For each category with Partial or Missing status, add a candidate question opportunity unless:
- Clarification would not materially change implementation or validation strategy
- Information is better deferred to planning phase (note internally)
- Generate (internally) a prioritized queue of candidate clarification questions (maximum 5). Do NOT output them all at once. Apply these constraints:
- Maximum of 5 total questions across the whole session.
- Each question must be answerable with EITHER:
- A short multiple‑choice selection (2–5 distinct, mutually exclusive options), OR
- A one-word / short‑phrase answer (explicitly constrain: "Answer in <=5 words").
- Only include questions whose answers materially impact architecture, data modeling, task decomposition, test design, UX behavior, operational readiness, or compliance validation.
- Ensure category coverage balance: attempt to cover the highest impact unresolved categories first; avoid asking two low-impact questions when a single high-impact area (e.g., security posture) is unresolved.
- Exclude questions already answered, trivial stylistic preferences, or plan-level execution details (unless blocking correctness).
- Favor clarifications that reduce downstream rework risk or prevent misaligned acceptance tests.
- If more than 5 categories remain unresolved, select the top 5 by (Impact * Uncertainty) heuristic.
- Sequential questioning loop (interactive):
- Present EXACTLY ONE question at a time.
For multiple‑choice questions:
- Analyze all options and determine the most suitable option based on:
- Best practices for the project type
- Common patterns in similar implementations
- Risk reduction (security, performance, maintainability)
- Alignment with any explicit project goals or constraints visible in the spec
- Present your recommended option prominently at the top with clear reasoning (1-2 sentences explaining why this is the best choice).
- Format as:
**Recommended:** Option [X] - <reasoning> - Then render all options as a Markdown table:
Option Description A <Option A description>B <Option B description>C <Option C description>(add D/E as needed up to 5)Short Provide a different short answer (<=5 words) (Include only if free-form alternative is appropriate) - After the table, add:
You can reply with the option letter (e.g., "A"), accept the recommendation by saying "yes" or "recommended", or provide your own short answer.
- Analyze all options and determine the most suitable option based on:
- For short‑answer style (no meaningful discrete options):
- Provide your suggested answer based on best practices and context.
- Format as:
**Suggested:** <your proposed answer> - <brief reasoning> - Then output:
Format: Short answer (<=5 words). You can accept the suggestion by saying "yes" or "suggested", or provide your own answer.
- After the user answers:
- If the user replies with "yes", "recommended", or "suggested", use your previously stated recommendation/suggestion as the answer.
- Otherwise, validate the answer maps to one option or fits the <=5 word constraint.
- If ambiguous, ask for a quick disambiguation (count still belongs to same question; do not advance).
- Once satisfactory, record it in working memory (do not yet write to disk) and move to the next queued question.
- Stop asking further questions when:
- All critical ambiguities resolved early (remaining queued items become unnecessary), OR
- User signals completion ("done", "good", "no more"), OR
- You reach 5 asked questions.
- Never reveal future queued questions in advance.
- If no valid questions exist at start, immediately report no critical ambiguities.
- Integration after EACH accepted answer (incremental update approach):
- Maintain in-memory representation of the spec (loaded once at start) plus the raw file contents.
- For the first integrated answer in this session:
- Ensure a
## Clarificationssection exists (create it just after the highest-level contextual/overview section per the spec template if missing). - Under it, create (if not present) a
### Session YYYY-MM-DDsubheading for today.
- Ensure a
- Append a bullet line immediately after acceptance:
- Q: <question> → A: <final answer>. - Then immediately apply the clarification to the most appropriate section(s):
- Functional ambiguity → Update or add a bullet in Functional Requirements.
- User interaction / actor distinction → Update User Stories or Actors subsection (if present) with clarified role, constraint, or scenario.
- Data shape / entities → Update Data Model (add fields, types, relationships) preserving ordering; note added constraints succinctly.
- Non-functional constraint → Add/modify measurable criteria in Success Criteria > Measurable Outcomes (convert vague adjective to metric or explicit target).
- Edge case / negative flow → Add a new bullet under Edge Cases / Error Handling (or create such subsection if template provides placeholder for it).
- Terminology conflict → Normalize term across spec; retain original only if necessary by adding
(formerly referred to as "X")once.
- If the clarification invalidates an earlier ambiguous statement, replace that statement instead of duplicating; leave no obsolete contradictory text.
- Save the spec file AFTER each integration to minimize risk of context loss (atomic overwrite).
- Preserve formatting: do not reorder unrelated sections; keep heading hierarchy intact.
- Keep each inserted clarification minimal and testable (avoid narrative drift).
- Validation (performed after EACH write plus final pass):
- Clarifications session contains exactly one bullet per accepted answer (no duplicates).
- Total asked (accepted) questions ≤ 5.
- Updated sections contain no lingering vague placeholders the new answer was meant to resolve.
- No contradictory earlier statement remains (scan for now-invalid alternative choices removed).
- Markdown structure valid; only allowed new headings:
## Clarifications,### Session YYYY-MM-DD. - Terminology consistency: same canonical term used across all updated sections.
- Write the updated spec back to
FEATURE_SPEC. - Re-validate Spec Quality Checklist (if it exists):
- Check if
FEATURE_DIR/checklists/requirements.mdexists. - If it does NOT exist, skip this step silently.
- If it exists:
- Read the checklist file.
- Identify all GitHub task-list checkbox lines — lines matching
- [ ],- [x], or- [X](case-insensitive, tolerant of leading whitespace for nested items) outside of code fences. Ignore all other content (headings, notes, non-checkbox bullets, metadata). - For each checkbox line, record its current marker state (checked or unchecked) and item text into a before-snapshot list.
- Re-evaluate each checkbox item against the updated spec (the version just saved in step 7).
- For each checkbox item, update only if the checked/unchecked state actually changes:
- If the item now passes and was unchecked: change
[ ]to[x]. - If the item now fails and was checked: change
[x]/[X]to[ ]. - If the state is unchanged: leave the marker as-is (preserve existing case to avoid cosmetic diffs).
- If the item now passes and was unchecked: change
- Save the updated checklist file. Only toggle the
[ ]/[x]marker portion of checkbox lines whose state changed. All other file content — headings, metadata, notes, line ordering, whitespace — must remain unchanged to avoid noisy diffs. - Compare the before-snapshot with the current state to compute three lists for the Completion Report:
- Newly passing: items that changed from unchecked to checked.
- Regressions: items that changed from checked to unchecked.
- Still unchecked: items that remain unchecked.
- Record the before/after pass counts as checked/total checkbox items (e.g., "12/16 → 15/16 items passing").
- Check if
Behavior rules:
- If no meaningful ambiguities found (or all potential questions would be low-impact), respond: "No critical ambiguities detected worth formal clarification." and suggest proceeding.
- If spec file missing, instruct user to run
/speckit-specifyfirst (do not create a new spec here). - Never exceed 5 total asked questions (clarification retries for a single question do not count as new questions).
- Avoid speculative tech stack questions unless the absence blocks functional clarity.
- Respect user early termination signals ("stop", "done", "proceed").
- If no questions asked due to full coverage, output a compact coverage summary (all categories Clear) then suggest advancing.
- If quota reached with unresolved high-impact categories remaining, explicitly flag them under Deferred with rationale.
Context for prioritization: $ARGUMENTS
Mandatory Post-Execution Hooks
You MUST complete this section before reporting completion to the user.
Check if .specify/extensions.yml exists in the project root.
- If it does not exist, or no hooks are registered under
hooks.after_clarify, skip to the Completion Report. - If it exists, read it and look for entries under the
hooks.after_clarifykey. - If the YAML cannot be parsed or is invalid, skip hook checking silently and continue to the Completion Report.
- Filter out hooks where
enabledis explicitlyfalse. Treat hooks without anenabledfield as enabled by default. - For each remaining hook, do not attempt to interpret or evaluate hook
conditionexpressions:- If the hook has no
conditionfield, or it is null/empty, treat the hook as executable - If the hook defines a non-empty
condition, skip the hook and leave condition evaluation to the HookExecutor implementation
- If the hook has no
- When constructing slash commands from hook command names, replace dots (
.) with hyphens (-). For example,speckit.git.commit→/speckit-git-commit. - For each executable hook, output the following based on its
optionalflag:- Mandatory hook (
optional: false) — You MUST emitEXECUTE_COMMAND:for each mandatory hook:
After emitting the block above you MUST actually invoke the hook and wait for it to finish before continuing. Run it the same way you would run the command yourself in this agent/session (the invocation may differ from the literal## Extension Hooks **Automatic Hook**: {extension} Executing: `/{command}` EXECUTE_COMMAND: {command}{command}id shown above, e.g. a skills-mode agent runs it as/skill:speckit-...or$speckit-...). Emitting the block alone does not run the hook. - Optional hook (
optional: true):## Extension Hooks **Optional Hook**: {extension} Command: `/{command}` Description: {description} Prompt: {prompt} To execute: `/{command}`
- Mandatory hook (
Completion Report
Report completion (after questioning loop ends or early termination):
- Number of questions asked & answered.
- Path to updated spec.
- Sections touched (list names).
- Spec quality checklist status (if
FEATURE_DIR/checklists/requirements.mdwas re-validated): show before/after pass counts (e.g., "Spec Quality Checklist: 12/16 → 15/16 items passing") and list any items that changed state — both newly checked (unchecked → checked) and any regressions (checked → unchecked). If any items remain unchecked, list them as areas needing attention. - Coverage summary table listing each taxonomy category with Status: Resolved (was Partial/Missing and addressed), Deferred (exceeds question quota or better suited for planning), Clear (already sufficient), Outstanding (still Partial/Missing but low impact).
- If any Outstanding or Deferred remain, recommend whether to proceed to
/speckit-planor run/speckit-clarifyagain later post-plan. - Suggested next command.
Done When
- Spec ambiguities identified and clarifications integrated into spec file
- Spec quality checklist re-validated against updated spec (if
FEATURE_DIR/checklists/requirements.mdexists) - Extension hooks dispatched or skipped according to the rules in Mandatory Post-Execution Hooks above
- Completion reported to user with questions answered, sections touched, checklist status, and coverage summary
Trending
Cooling: 9 new projects took it in the last 4 weeks, 0.6× the 4 weeks before.
Other versions123 projects use a version of this.
Word for word · 3
- acryldev/acryl★ 337100% same
- rshade/finfocus★ 11100% same
- darinh/copilot-tools★ 1100% same
Edited · 117
- pmndrs/react-spring★ 29k95% same
- unoplatform/uno★ 10k95% same
- elsa-workflows/elsa-core★ 7.9k96% same
- hhyo/Archery★ 7.1k92% same
- pamburus/hl★ 3.3k89% same
- nornir-automation/nornir★ 1.6k92% same
- cloudposse/atmos★ 1.4k95% same
- Azure/agent-landing-zone★ 1.2k92% same
- Azure/GPT-RAG★ 1.2k92% same
- dotCMS/core★ 97189% same
107 more not listed
Wrote their own version · 3
- FavToSkill/douxiaojia★ 11same name
- sunhaoyu-1990/Claude-Code-Cock★ 8same name
- TienDat-Vna/BackSpec★ 1same 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.
Used alongsideProjects with it also use speckit-agent-context-update, speckit-git-commit 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.
Sorcha-PlatformSkillspeckit-agent-context-update
Refresh the managed Spec Kit section in the coding agent context file
Also in 12 projects that use this
Sorcha-PlatformSkillspeckit-git-commit
Auto-commit changes after a Spec Kit command completes
Also in 34 projects that use this
patterson-agentsSkillspeckit-baseline
Generate feature specifications by analyzing existing source code.
Also in 3 projects that use this
patterson-agentsSkillclaude-command-converter
Convert Claude Code commands (.claude/commands/*.md) to standard Agent Skills (skills/*/SKILL.md). Use when migrating slash commands to portable skill format, creating skills from existing commands, or standardizing command definitions across AI runtimes.
Also in 3 projects that use this
SentrySkillcommit
Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue references.
Also in 4 projects that use this
GoogleSkillcode-review
Adversarial systems, concurrency, memory-model, and architecture code review protocol. Use this skill whenever asked to review code, PRs, diffs, or branches in Filament.
Also in 4 projects that use this
- +4 more from Sorcha-Platform
In this repository15 other files it gives its agents.
- .github/copilot-instructions.mdCopilot instructions
- .cursor/rules/00-global.mdcCursor rule
- .cursor/rules/01-git-commits.mdcCursor rule
- .cursor/rules/10-php-symfony-bundle.mdcCursor rule
- .cursor/rules/40-tests-quality.mdcCursor rule
- .cursor/rules/50-docs-and-release.mdcCursor rule
- speckit-analyzeSkill
- speckit-checklistSkill
- speckit-constitutionSkill
- speckit-convergeSkill
- speckit-implementSkill
- speckit-planSkill
- speckit-specifySkill
- speckit-tasksSkill
- speckit-taskstoissuesSkill
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

