spec
Skill31 starsChanged 6 months agoMITView on GitHub
Drives interactive requirement discovery to produce spec files. Use when the user says "spec this", "write specs", "create specs", or "run the spec skill".
We split this skill into the rules it gives an agent
9 rules. 0 are common, 6 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 133 edited versions we read keep these.
6
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
- Distinctive: line 13
Do not write a capability's spec until you have presented its proposed requirements and scenarios and the user has approved them.
- Distinctive: line 18
Read the proposal and related existing specifications.
- Distinctive: line 33
After approval, write the spec file using the format below.
- Very specific: line 36
If behavior depends on an unresolved architectural choice, specify as much as is currently knowable and add <!-- deferred-to-design: …
- Very specific: line 44
Use one file per capability: specs/<capability>/spec.md.
- Distinctive: line 45
Write normative requirements with SHALL or MUST.
- Very specific: line 46
Use ### Requirement: <name> and at least one #### Scenario: <name> per requirement.
- Distinctive: line 49
Avoid scenarios about file contents, configuration structure, or skill text unless those are the actual public contract.
- Distinctive: line 52
Use delta sections as applicable:
“Common” is measured: kept by at least 6 in 10 of the 133 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
Spec
Turn the proposal's capabilities into testable behavioral requirements through collaborative discovery. Specifications define observable behavior, not architecture or implementation.
Do not write a capability's spec until you have presented its proposed requirements and scenarios and the user has approved them.
Process
- Read the proposal and related existing specifications. Use the proposal's capability names to determine the new or modified spec files. For modified capabilities, locate the current requirement blocks before drafting the delta.
- Work through capabilities one at a time. Use
codagent:ask-questionsto resolve material behavior, boundaries, errors, and edge cases. Ask only questions that affect observable behavior or scope, recommend a default when useful, and do not use a generic approval question as discovery. - Present the complete proposed requirements and scenarios for that capability, including
consequential assumptions or defaults inferred from context. When asking for approval of the
first capability, also offer a shorter version; make the offer only once.
- The shorter version gives one plain-language line per requirement and no scenarios, followed by the defaults you inferred and any decision that needs the user's call.
- Once the user asks for it, use it for the remaining capabilities unless they ask for full detail.
- Approving a shorter version approves the requirements it summarizes. Derive the written scenarios only from those lines and the listed defaults, adding no new behavior. If the user later asks for the full version, show it and revise the spec file to match their feedback.
- After approval, write the spec file using the format below. Continue until each proposal capability has a corresponding spec.
If behavior depends on an unresolved architectural choice, specify as much as is currently knowable and
add <!-- deferred-to-design: <reason> --> to the affected scenario. The design phase will complete or
revise it. Do not ask architecture or implementation questions during specification.
Report the relative paths created. Do not invoke another lifecycle skill.
OpenSpec format
- Use one file per capability:
specs/<capability>/spec.md. - Write normative requirements with SHALL or MUST.
- Use
### Requirement: <name>and at least one#### Scenario: <name>per requirement. - Scenarios describe observable WHEN/THEN behavior. Exactly four hashes on scenario headings are required by the parser.
- Avoid scenarios about file contents, configuration structure, or skill text unless those are the actual public contract.
Use delta sections as applicable:
## ADDED Requirementsfor new behavior.## MODIFIED Requirementsfor changed behavior. Copy the entire existing requirement block and all scenarios before editing it.## REMOVED Requirementswith Reason and Migration.## RENAMED Requirementswith FROM and TO.
## ADDED Requirements
### Requirement: <name>
<normative behavior>
#### Scenario: <name>
- **WHEN** <condition>
- **THEN** <observable result>Other versions154 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 154
- garrytan/gstack★ 139ksame name
- getsentry/sentry-react-native★ 1.8ksame name
- JuliusBrussee/cavekit★ 1.1ksame name
- kdlbs/kandev★ 1ksame name
- getsentry/sentry-dart★ 877same name
- poshan0126/dotclaude★ 871same name
- SparkDevNetwork/Rock★ 696same name
- hyperlink-academy/leaflet★ 527same name
- strands-agents/box★ 490same name
- menkesu/awesome-pm-skills★ 441same name
144 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.
Used alongsideProjects with it also use backprop, ios-clean and 10 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.
JuliusBrusseeSkillbackprop
Bug → spec protocol. When a bug is found or a test fails, trace the cause, decide whether a new §V invariant would catch recurrence, append to §B. This is the one non-obvious thing SDD does that plan-then-execute doesn't. Triggers on test failure, bug report, post-mortem, or explicit user ask.
Also in 4 projects that use this
Saqlain-811Skillios-clean
Remove the DebugBridge SPM package and all #if DEBUG wiring from an iOS app. (gstack)
Also in 5 projects that use this
Saqlain-811Skillios-fix
Autonomous iOS bug fixer. (gstack)
Also in 5 projects that use this
bastosSkillios-design-review
Review iOS app UI/UX design quality using Apple's design principles and the Liquid Glass-era design language from WWDC25/26. Use when asked for a design review, UX critique, visual design assessment, or evaluation of an app's interface quality, design intent, alignment with the new Apple design system, or usability. Triggers: "design review", "UX review", "visual design critique", "review the UI", "does this design work", "evaluate this interface", "design feedback", "Liquid Glass review".
Also in 5 projects that use this
ShreyRaviSkillbenchmark-models
Cross-model benchmark for gstack skills. Runs the same prompt through Claude, GPT (via Codex CLI), and Gemini side-by-side — compares latency, tokens, cost, and optionally quality via LLM judge. Answers "which model is actually best for this skill?" with data instead of vibes. Separate from /benchmark, which measures web page performance. Use when: "benchmark models", "compare models", "which model is best for X", "cross-model comparison", "model shootout". (gstack) Voice triggers (speech-to-text aliases): "compare models", "model shootout", "which model is best".
Also in 5 projects that use this
ShreyRaviSkillplan-tune
Self-tuning question sensitivity + developer psychographic for gstack (v1: observational). Review which AskUserQuestion prompts fire across gstack skills, set per-question preferences (never-ask / always-ask / ask-only-for-one-way), inspect the dual-track profile (what you declared vs what your behavior suggests), and enable/disable question tuning. Conversational interface — no CLI syntax required.
Also in 6 projects that use this
- +3 more from Saqlain-811
- +3 more from ShreyRavi
In this repository30 other files it gives its agents.
- AGENTS.mdAGENTS.md
- docs/AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- releaseSkill
- releaseSkill
- ask-questionsSkill
- call-agentSkill
- designSkill
- finalize-prSkill
- fix-prSkill
- handoffSkill
- implement-changeSkill
- initSkill
- orchestrate-changeSkill
- plan-tasksSkill
- prepare-acceptanceSkill
- proposal-reviewSkill
- proposeSkill
- push-prSkill
- review-approachSkill
- review-assumptionsSkill
- review-specSkill
- review-tasksSkill
- session-reportSkill
- simple-planSkill
- task-complianceSkill
- test-flowsSkill
- test-planSkill
- verify-behaviorSkill
- wait-ciSkill
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