spec
Skill0 starsChanged 3 months agoMITView on GitHub
Synthesize the current conversation, an interrogation, or a finished spike into a short written spec the implementation can be checked against. Use when decisions are resolved and building is about to start.
168 other projects use a version of this.
Adopted by
Most recently taken up by
- thistleknot/skillstheir own version, first seen Nov 8, 2026
- varelaia/claude-skills-publictheir own version, first seen Nov 8, 2026
- mrlemoos/galiciatheir own version, first seen Nov 8, 2026
- PeanutGT/NutsSkillstheir own version, first seen Nov 8, 2026
- standardagents/skillstheir own version, first seen Nov 8, 2026
- Surething-io/cockpittheir own version, first seen Nov 8, 2026
Used with
Projects 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
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 7 projects that use this
timurgaleevSkilldocument-generate
Generate missing docs for a feature, module or project as tutorials, how-tos, reference and explanation.
Also in 6 projects that use this
- +2 more from Saqlain-811
Other versions168 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 168
- garrytan/gstack★ 141ksame name
- getsentry/sentry-react-native★ 1.8ksame name
- JuliusBrussee/cavekit★ 1.1ksame name
- kdlbs/kandev★ 1.1ksame name
- getsentry/sentry-dart★ 878same name
- poshan0126/dotclaude★ 871same name
- codewithmukesh/dotnet-claude-kit★ 808same name
- SparkDevNetwork/Rock★ 701same name
- hyperlink-academy/leaflet★ 527same name
- strands-agents/box★ 503same name
158 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 repository12 other files it gives its agents.
- templates/CLAUDE.mdCLAUDE.md
- build-supervisedSkill
- decomposeSkill
- diagnoseSkill
- handoffSkill
- interrogateSkill
- prdSkill
- respond-to-reviewSkill
- setup-playbookSkill
- spikeSkill
- tddSkill
- verify-liveSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 3 are distinctive, and 0 are very specific to this project.
0
Common
Most of the 145 edited versions we read keep these.
3
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 10
Keep it under two pages — a spec nobody reads is decoration.
- Distinctive: line 50
Prefer reuse statements ("flips to PENDING and enqueues the same job pair as the ad-hoc path") over parallel-system designs.
- Distinctive: line 53
If a spike exists, its production note seeds Data/Processes verbatim.
“Common” is measured: kept by at least 6 in 10 of the 145 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
A spec is the contract the adversary loop reviews against. Without one, "correct" collapses into "what the generating agent happened to assume". Keep it under two pages — a spec nobody reads is decoration.
Structure
# <feature name>
YYYY-MM-DD · status: draft | building | shipped
## Problem
One paragraph. What hurts, for whom, and why now.
## Behavior
The user-visible contract, written as observable statements:
- "A scheduled post more than 2h late fails with <message>; it never
publishes silently at the wrong time."
Each line here is a future review checklist item — write them checkable.
## Data
Schema deltas only: new columns/statuses/tables, with types and the reason
each exists. Note every claim on shared resources (migration slot, enum
value, queue name) — these feed /decompose's collision check.
## Processes
New or changed jobs, crons, handlers. For each: trigger, what it reuses
from existing paths (name the module), idempotency/race story.
## Failure policy
For each external call and each race: retry / fail loudly / degrade.
What the user is told, in which surface.
## Non-goals
Explicitly out. This section prevents scope creep during generation more
than any other.
## Open questions
Each with an owner and a default-if-unanswered.Rules
- Prefer reuse statements ("flips to PENDING and enqueues the same job pair as the ad-hoc path") over parallel-system designs. The reviewer should be able to verify reuse by reading the named module.
- If a spike exists, its production note seeds Data/Processes verbatim.
- Architectural decisions made here (new dependency, new pattern, new
boundary) each get an ADR in
docs/adr/— one paragraph of context, decision, consequences. - Save to
docs/specs/YYYY-MM-DD-<name>.md, commit it with the feature.
Exit
The spec file, plus updated CONTEXT.md entries for any new domain terms
(state names, job names, user-facing nouns) so every later session uses the
same words.
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.

