analyze
Skill23 starsChanged 2 months agoMITView on GitHub
Use when a feature's spec, plan and task list all exist and need checking against each other before code is written: \"check the spec and plan agree\", \"is this ready to build?\", \"find gaps before we start\", \"analyze the feature docs\", or before building anything that touches money, auth or data from a task list. Not for checking code against intent after building (that's `converge`), not for analyzing code, performance or a bug.
70 other projects use a version of this.
Adopted by
Most recently taken up by
- ansvisor/ansvisortheir own version, first seen Nov 8, 2026
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tooltheir own version, first seen Nov 8, 2026
- nisarth/claude-skills-storetheir own version, first seen Nov 8, 2026
- jhlee0409/proc-janitortheir own version, first seen Nov 8, 2026
- Beskars-Code/Skillstheir own version, first seen Nov 6, 2026
- Gabriel-Lafrance/Skillstheir own version, first seen Nov 6, 2026
Used with
Projects with it also use revise, write and 7 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.
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JosBen74Skillosint
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AICreator-WindSkillcareful
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Other versions70 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 70
- anthropics/knowledge-work-plugins★ 35ksame name
- Yeachan-Heo/oh-my-codex★ 34ksame name
- oxsecurity/megalinter★ 2.6ksame name
- H-mmer/pentest-agents★ 815same name
- ai-search-guru/getcito-worlds-first-open-source-aio-aeo-or-geo-tool★ 432same name
- hardisgroupcom/sfdx-hardis★ 432same name
- nwiizo/tfmcp★ 373same name
- hsantanna88/clo-author★ 262same name
- hugosantanna/clo-author★ 262same name
- ansvisor/ansvisor★ 233same name
60 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 repository34 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- assessSkill
- blueprintSkill
- breakdownSkill
- buildSkill
- checklistSkill
- clarifySkill
- constitutionSkill
- convergeSkill
- debugSkill
- deepenSkill
- deprecateSkill
- double-checkSkill
- explainSkill
- handoffSkill
- helpSkill
- initSkill
- interviewSkill
- learnSkill
- levelupSkill
- lintSkill
- living-docsSkill
- performanceSkill
- personaSkill
- promptSkill
- prototypeSkill
- qaSkill
- quarantineSkill
- reportSkill
- roadmapSkill
- routeSkill
- signatureSkill
- specifySkill
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 60 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 30
Coverage: Every FR-### and US#/AC# maps to at least one task.
“Common” is measured: kept by at least 6 in 10 of the 60 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
MasterMind: Analyze
A read-only consistency pass over spec.md, plan.md, tasks.md and the constitution, run before any
code exists, when a gap still costs a sentence instead of a rewrite. Layout and IDs:
~/.mastermind/engineering/core/spec-driven.md. Feature: $ARGUMENTS.
It never edits a file. It reports, then offers fixes the user approves.
Who runs it
The context that wrote the documents already believes they agree. Dispatch a fresh-context subagent with the four files and this skill's six passes, and nothing about how they were written. Where no isolated context exists, run it yourself and label the report self-graded.
The six passes
- Duplication. Two requirements saying the same thing in different words. Keep the clearer one.
- Ambiguity. Adjectives with no number ("fast", "secure", "scalable"), and unfilled template
text:
TODO,???, a template's own<placeholder>lines, unresolved[NEEDS CLARIFICATION]. Angle brackets in command syntax such asnotes add <text>are not placeholders. - Underspecification. A requirement with a verb and no measurable outcome, a story with no acceptance criterion, a task naming a file or component the spec and plan never define.
- Constitution. Any requirement, plan decision or task that conflicts with a
MUST, or a principle the plan's gate markedpassthat the tasks then break. - Coverage. Every
FR-###andUS#/AC#maps to at least one task. Every task maps to a requirement or story, or is setup, foundation or polish. Success criteria needing build work have tasks. - Inconsistency. The same thing named two ways (check the brief's glossary), an entity in the plan absent from the spec, a task ordered before the task it depends on, two requirements that contradict.
Severity
| Level | When |
| CRITICAL | breaks a constitution MUST, a core file is missing, or a P1 requirement has no task |
| HIGH | a duplicate or conflicting requirement, an untestable acceptance criterion, a security or data ambiguity |
| MEDIUM | terminology drift, a non-functional requirement with no task, an underspecified edge case |
| LOW | wording, a minor redundancy |
The report
| ID | Pass | Severity | Where | Finding | Fix |
| A1 | coverage | CRITICAL | spec.md FR-004 | no task implements export limits | add a task to US2 |At most 50 rows, highest severity first; summarize the rest by pass. Then the counts: requirements, tasks, coverage percentage, findings by severity. End with one verdict: ready to build, fix first (any CRITICAL), or ready with known gaps (named).
Gotchas
- Report what is there. A missing section is reported as missing. Never inferred, never invented.
- The constitution is not negotiable here. A conflict with a
MUSTis fixed in the spec, plan or tasks, or the constitution is amended on purpose.analyzenever softens the principle. - Twelve LOW findings bury one CRITICAL. Lead with severity; collapse the low ones to a count.
- Same input, same findings. Re-running on unchanged files with different results means the passes were applied loosely. Apply each pass to every requirement, in order.
After the report
Offer the concrete edits for the top findings and apply only the ones the user approves. After an
approved edit to spec.md or plan.md, re-run breakdown's coverage check so the tasks still match.
A fix that changes behavior the user already had is a product decision: ask before applying it.
Then run mastermind next and end with the step it names, so the user sees where the feature stands.
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.

