to-spec
Skill2 starsChanged 10 days agoMITView on GitHub
Turn the current conversation into a spec and publish it to the project issue tracker: no interview, just synthesis of what you've already discussed.
194 other projects use a version of this, 154 of them edited.
Adopted by
Most recently taken up by
- Dimon94/dverityedited, first seen Nov 8, 2026
- Dimon94/skillsedited, first seen Nov 8, 2026
- The-Vibe-Company/quivredited, first seen Nov 8, 2026
- 5thlayer/skillworksedited, first seen Nov 8, 2026
- zhikedan/mattpocock-skills-dshedited, first seen Nov 8, 2026
- protokol11/skillstheir own version, first seen Nov 8, 2026
Used with
Projects with it also use setup-ts-deep-modules, to-questionnaire 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.
liufeng1976Skillsetup-ts-deep-modules
Wire dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through its entry-point files. User-invoked.
Also in 43 projects that use this
AWSSkillto-questionnaire
Turn a decision you can't fully answer into a questionnaire for someone else to fill in.
Also in 90 projects that use this
RoentekSkillloop-me
Grill me about specs for the workflows I want to build, within this workspace.
Also in 49 projects that use this
AWSSkillwizard
Generate an interactive bash wizard that walks a human through steps only they can perform. Use when provisioning infrastructure, setting up credentials or CI secrets, walking an unfamiliar third-party dashboard, or running a one-off migration or cutover. Don't invoke this for steps the agent can perform itself.
Also in 116 projects that use this
ryotaroh180105Skillclaude-handoff
Hand the current conversation off to a fresh background agent that picks up the work immediately.
Also in 39 projects that use this
LesaniSkillwriting-beats
Shape an article as a journey of beats, choose-your-own-adventure style. The user picks a starting beat from the raw material, you write only that beat, then offer options for where to pivot next, beat by beat, until the article reaches a natural end. Use when the user has raw material and wants to assemble it as a narrative rather than an argument.
Also in 51 projects that use this
- +1 more from aws
Other versions194 projects use a version of this.
Word for word · 0
None found.
Edited · 154
- mattpocock/skills★ 309k88% same
- QuivrHQ/quivr★ 40k88% same
- The-Vibe-Company/quivr★ 40k88% same
- formbricks/formbricks★ 13k88% same
- ArcReel/ArcReel★ 6.3k88% same
- vinvcn/mattpocock-skills-zh-CN★ 5.5k18% same
- withcoral/coral★ 4.9k88% same
- bestofjs/bestofjs★ 3.1k87% same
- moeru-ai/xsai★ 66788% same
- nodetool-ai/nodetool★ 61548% same
144 more not listed
Wrote their own version · 40
- DanMcInerney/architect-loop★ 626same name
- stevesolun/ctx★ 583same name
- devcxl/mattpocock-skills-zh★ 522same name
- blockscout/frontend★ 310same name
- Integralist/agent-skills★ 23same name
- helderberto/agent-skills★ 19same name
- assisjp/specflow★ 17same name
- GulajavaMinistudio/polya-sdlc-coder★ 16same name
- mhmzdev/hisab-whatsapp★ 9same name
- adeonir/agent-skills★ 8same name
30 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 repository30 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- code-commentsSkill
- dev-stackSkill
- diagnosing-bugsSkill
- domain-modelingSkill
- prose-styleSkill
- prototypeSkill
- prSkill
- review-changesSkill
- setup-pre-commitSkill
- tddSkill
- ui-designSkill
- worktreesSkill
- check-sdlcSkill
- deslopSkill
- grill-with-docsSkill
- handoffSkill
- implementSkill
- implement-specSkill
- improve-codebase-architectureSkill
- refresh-specSkill
- retroSkill
- setup-sdlcSkill
- to-ticketsSkill
- triageSkill
- update-designSkill
- codebase-designSkill
- grillingSkill
- run-reportSkill
- writing-for-agentsSkill
The file
We split this skill into the rules it gives an agent
3 rules. 1 is common, 1 is distinctive, and 1 is very specific to this project.
1
Common
Most of the 182 edited versions we read keep these.
1
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 19
When the feature has a UI, load the ui-design skill.
- Common: line 59
Do NOT include specific file paths or code snippets.
- Distinctive: line 65
Only when the feature has a UI.
“Common” is measured: kept by at least 6 in 10 of the 182 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
This skill takes the current conversation context and codebase understanding and produces a spec. Do NOT interview the user; just synthesize what you already know.
The issue tracker should have been provided to you. If not, tell the user to run /setup-sdlc.
Load the worktrees skill and resolve the worktree for this work before writing anything.
Process
- Explore the repo to understand the current state of the codebase, if you haven't already. Use the project's domain glossary vocabulary throughout the spec, and respect any ADRs in the area you're touching.
- Sketch out the seams at which you're going to test the feature. Existing seams should be preferred to new ones. Use the highest seam possible. If new seams are needed, place them at the highest point you can. The fewer seams across the codebase, the better: the ideal number is one. Settle the seams yourself and record them under Testing Decisions.
- When the feature has a UI, load the
ui-designskill. Take the design plan settled in the conversation; when there is none, make one now, planning only, with its open choices recorded as open questions. - Load the
prose-styleskill. Write the spec in that style using the template below, keeping the Implementation flow section last and as the placeholder it shows, then publish it to the project issue tracker. The body starts with the Feature branch link,Branch: <branch>, naming the branch this session's worktree is on (git branch --show-currentthere). Apply theready-for-agenttriage label, no need for additional triage.
<spec-template>Branch: <feature branch>
Problem Statement
The problem that the user is facing, from the user's perspective.
Solution
The solution to the problem, from the user's perspective.
User Stories
A LONG, numbered list of user stories. Each user story should be in the format of:
- As an
<actor>, I want a<feature>, so that<benefit>
<user-story-example>
1. As a mobile bank customer, I want to see balance on my accounts, so that I can make better informed decisions about my spending
</user-story-example>This list of user stories should be extremely extensive and cover all aspects of the feature.
Implementation Decisions
A list of implementation decisions that were made. This can include:
- The modules that will be built/modified
- The interfaces of those modules that will be modified
- Technical clarifications from the developer
- Architectural decisions
- Schema changes
- API contracts
- Specific interactions
Do NOT include specific file paths or code snippets. They may end up being outdated very quickly.
Exception: if a prototype produced a snippet that encodes a decision more precisely than prose can (state machine, reducer, schema, type shape), inline it within the relevant decision and note briefly that it came from a prototype. Trim to the decision-rich parts, not a working demo, just the important bits.
UI Design
Only when the feature has a UI. The design plan from step 3:
- Palette as named hex values, typefaces and their roles, and principles, each marked as taken from
DESIGN.mdor new to this feature - The layout concept for each screen, with its ASCII wireframe
- Each screen's empty, loading and error states
- What the plan's review against the brief changed, and why
Testing Decisions
A list of testing decisions that were made. Include:
- A description of what makes a good test (only test external behavior, not implementation details)
- The seams under test, from step 2
- Which modules will be tested
- Prior art for the tests (i.e. similar types of tests in the codebase)
Out of Scope
A description of the things that are out of scope for this spec.
Further Notes
Any further notes about the feature.
Implementation flow
Left empty by to-spec. to-tickets writes the ordered Groups and their Tickets here once the Tickets exist. Until then the section stays as this placeholder, so a Spec read before its Tickets exist is not mistaken for incomplete.
</spec-template>Finishing
Fold every loose end left in the conversation into the spec (Out of Scope or Further Notes), or into a spec of its own when it is separate work. A question the conversation left open goes under Further Notes as an open question. The spec issues are this skill's only output. Close by listing each published spec issue with its link, then naming the next step: to-tickets. Last, release this session's worktree lock, as the worktrees skill's Release section says.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
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.

