analyze
Skill1 starsChanged 24 days agoMITView on GitHub
Analyse whether a proposed task or idea can be done in this project, what it needs, what it would affect and the trade-offs, written so non-technical readers can follow it. Use when asked for a technical analysis, a feasibility check, an impact assessment or "can we do X / what would it take" before deciding to build it; not for planning or building it.
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 constitution, revise 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.
ArvorCoSkillconstitution
Create or update the project constitution - personalized governance and coding principles. Use when starting a project or updating project standards. Triggers on: create constitution, update principles, set project rules.
Also in 4 projects that use this
stormlightlabsSkillrevise
Address review comments on an open pull request and push the fixes. Use for /edit, /revise, or when asked to respond to review feedback on a PR number.
Also in 3 projects that use this
DockerSkillwrite
Write or edit reader-facing technical prose for immediate comprehension. Use for documentation, PR titles and descriptions, release notes, design documents, user-facing explanations, and substantive comments. Also use when asked to make writing clearer, more natural, less AI-generated, or easier to read. For documentation fixes, handles edits, formatting, self-review, and commits after research identifies what to change. Do not use for code-only tasks with no prose deliverable.
Also in 6 projects that use this
ArvorCoSkillspecify
Create feature specification from natural language description. Use when starting a new feature or creating a spec. Triggers on: create spec, specify feature, new feature spec.
Also in 5 projects that use this
H-mmerSkillsubmit
Draft and submit a vulnerability report to the bug bounty platform. Reads scope.yaml for platform/program, uses brain + findings for content. Always drafts first for review.
Also in 3 projects that use this
GoogleSkillquality
Evaluates whether a GitHub issue is spam, empty, needs more information, or is OK to proceed.
Also in 3 projects that use this
- +1 more from ArvorCo
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.
The file
We split this skill into the rules it gives an agent
4 rules. 0 are common, 1 is distinctive, and 3 are very specific to this project.
0
Common
Most of the 60 edited versions we read keep these.
1
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
- Very specific: line 24
Read the project's own guidance: CLAUDE.md / AGENTS.md, README, and docs/ files related to the subject.
- Distinctive: line 26
Follow the change past the code: scheduled jobs, reports, exports, emails, other services and repositories, third-party systems and the …
- Very specific: line 27
Every fact carries its evidence (path:line, a doc, a command's output).
- Very specific: line 40
Write .flow/<slug>/analysis.md with analysis-format.md, in the language of the conversation unless the developer asks for another.
“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
Analyze
An analysis answers "can we, what would it take, and what would it change?" before anyone decides to build. The people who decide read it (a product owner, a manager, a client) as well as the developers, so it speaks in plain words and keeps the evidence for those who want it. It is not a plan: it lays out what is possible, what it costs and what it touches, and leaves the how-to-build to devflow:plan. Nothing in the project changes: no code, no installs, no generators, no migrations.
Task: $ARGUMENTS
References, read when the step names them:
${CLAUDE_PLUGIN_ROOT}/skills/analyze/references/analysis-format.md: the report's format and how to write for non-technical readers.
1. Understand the question
Pick <slug>, a short kebab-case name for the subject, create .flow/<slug>/, and make sure .flow/ is listed in .git/info/exclude (add it when missing). Write no state.json: an analysis is not a task the live view or run --resume follows.
Work out what is proposed, what decision the analysis feeds (go or no-go, which option, how much it costs) and who will read it. Ask only when the request reads two ways that would lead to different analyses, in one round, each question with your recommended answer. Everything else you settle yourself and state at the top of the report as the reading you took.
2. Ground
- Read the project's own guidance:
CLAUDE.md/AGENTS.md, README, anddocs/files related to the subject. - Find how the project handles this today and what the change would have to touch. For anything beyond a few direct lookups, dispatch
devflow:explorerwith concrete questions, several in parallel for separate areas. - Follow the change past the code: scheduled jobs, reports, exports, emails, other services and repositories, third-party systems and the contracts or limits behind them, data that is already stored. What breaks or turns wrong if it is forgotten belongs here.
- Every fact carries its evidence (
path:line, a doc, a command's output). What you could not confirm is anASSUMPTIONwith what would confirm it; a question only a person can answer is a decision for step 3.
Done when you can say whether it can be done here, what has to exist first, what changes, and who or what notices.
3. Weigh
- Verdict: doable, doable with conditions, or not doable as asked (and what would make it doable). It rests on what you found, not on what is usual.
- Options: think of more than one way and drop the weak ones. Keep those a decision-maker would genuinely choose between, usually two or three. For each: what it gives, what it costs, its risk, what it makes harder later, and its size (small, medium or large, with what drives it). Recommend one and say why. With a single sensible way, say why there is no alternative.
- Effort is relative size and its drivers. Give no hours or days unless the developer asks for them or the project has a basis for them.
- Decisions needed: the questions people outside the code have to answer (business rules, budget, a vendor change), each with who decides and your recommendation.
4. Write
Write .flow/<slug>/analysis.md with analysis-format.md, in the language of the conversation unless the developer asks for another.
Show the short version in the conversation, about ten lines: the verdict, the options with the recommended one, the decisions needed, and the file's path. Do not paste the whole report.
5. Hand off
End with what can happen next, in one or two lines: share the report as it is, settle the decisions needed, or plan it with /devflow:plan pointing to the analysis, which picks up its facts and its slug. Do not start planning or building unless the developer asks.
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.

