how-it-works
Skill1 starsChanged 31 days agoMITView on GitHub
Create or refresh a visual, evidence-aware HOW_IT_WORKS.md for a non-technical product owner. Use when someone asks how a codebase, product flow, agent loop, data flow, module, or user request works, or when product-visible behavior changed and the living explanation must be updated.
8 other projects use a version of this.
Adopted by
Most recently taken up by
- MMACABRE/SKILLStheir own version, first seen Nov 8, 2026
- susantedit/claude-skillstheir own version, first seen Oct 20, 2026
- oivanfelipe/claude-skillstheir own version, first seen Oct 13, 2026
- Gord1y/countersign-skillstheir own version, first seen Oct 11, 2026
- junixlabs/how-it-workstheir own version, first seen Oct 8, 2026
- gcapodeferro02/my-agent-skillstheir own version, first seen Sep 21, 2026
Used with
Projects with it also use oh-my-issues, what-the 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.
tuliosalustiano27Skilloh-my-issues
Cluster a GitHub issue backlog by root cause into a small set of plan-master issues, redirect children with a standardized comment, and bundle architectural-fix PRs that close clusters atomically. Use when an issue tracker has accumulated dozens of reports that share underlying defects, when asked to triage / consolidate / cluster / dedupe issues, when asked to build a plan series or roadmap from open issues, or when routing a new incoming bug into an existing plan.
Also in 3 projects that use this
tuliosalustiano27Skillwhat-the
What the? Use when the user wants a plain-English breakdown of something technical — the who, what, where, why, and when.
Also in 3 projects that use this
thedotmackSkillpathfinder
Map a codebase into feature-grouped flowcharts, identify duplicated concerns across features, and propose a unified architecture. Use when asked to "find the ideal path," unify duplicated systems, or audit architecture before a refactor. Emits a proposed unified flowchart plus per-system /make-plan prompts.
Also in 4 projects that use this
magnusrodsethSkilllearn-codebase
Understand a codebase by reading its actual source, on GitHub or on disk: how a pattern is really implemented, an org's conventions, how two things are wired. Use for \"how does <repo> do X\". For published API docs prefer find-docs.
Also in 4 projects that use this
barrelcSkillmem-search
Search kimi-mneme's persistent cross-session memory database. Use when user asks "did we already solve this?", "how did we do X last time?", "what did we do yesterday?", or needs work from previous sessions.
Also in 3 projects that use this
TrecekSkillmake-plan
Create implementation plans through deep codebase understanding. Use when user asks to create, devise, or write a plan. Leverages subagents to explore approaches, understand systems, and design aligned solutions.
Also in 3 projects that use this
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 8
- Gord1y/countersign-skills★ 2same name
- tunnckoCore/skills★ 2same name
- gcapodeferro02/my-agent-skills★ 1same name
- MMACABRE/SKILLS★ 1same name
- tuliosalustiano27/Skills_Claude_Code★ 1same name
- junixlabs/how-it-works★ 0same name
- oivanfelipe/claude-skills★ 0same name
- susantedit/claude-skills★ 0same name
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 repositoryOne other file it gives its agents.
- how-it-works-setupSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
21 rules. 0 are common, 16 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 8 edited versions we read keep these.
16
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 12
Use the user's language and plain product terms.
- Distinctive: line 13
Keep project facts in the project, without uploads or telemetry.
- Distinctive: line 17
Follow these steps in order.
- Very specific: line 19
Run project instruction setup in the user's language.
- Very specific: line 21
Use zh-CN for Chinese instructions and en for English instructions.
- Distinctive: line 23
Run the updater through Python:
- Distinctive: line 31
If setup fails, report the exact error.
- Very specific: line 33
Read project instructions before investigation.
- Very specific: line 34
Read applicable AGENTS.md, CLAUDE.md, and their active project imports.
- Very specific: line 35
Read the existing HOW_IT_WORKS.md if present.
- Distinctive: line 45
Use read-only checks and authorized local tests.
- Distinctive: line 49
Follow input, decisions, state changes, external effects, and the visible result.
- Distinctive: line 57
Write or refresh only current-state content.
- Distinctive: line 59
Use two to four useful Mermaid diagrams under the diagram rules.
- Distinctive: line 60
Use the symptom-first diagnosis format.
- Distinctive: line 62
Do not add a change history or a parallel translation without a user request.
- Distinctive: line 65
Check source links, required sections, evidence wording, code fences, and diagram syntax.
- Distinctive: line 69
Update the last-reviewed date at the bottom.
- Distinctive: line 80
Do not describe that result as real integration acceptance.
- Distinctive: line 81
Never expose secrets, personal messages, or sensitive records in the document.
- Distinctive: line 82
Use synthetic examples and redacted evidence.
“Common” is measured: kept by at least 6 in 10 of the 8 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
How It Works
Explain current behavior in one project-root HOW_IT_WORKS.md.
Use the user's language and plain product terms.
Keep project facts in the project, without uploads or telemetry.
Workflow
Follow these steps in order. Read each reference before its related work.
Run project instruction setup in the user's language. Resolve the project root and this installed skill's directory. Use
zh-CNfor Chinese instructions andenfor English instructions. For other languages, useenfor setup and retain the user's language in the document. Run the updater through Python:python3 "<skill-directory>/scripts/update_project_instructions.py" --project-root "<project-root>" --language enReplace the path values and language before execution. Report the modified files from the updater's result. If setup fails, report the exact error. Do not bypass its ownership checks.
- Read project instructions before investigation.
Read applicable
AGENTS.md,CLAUDE.md, and their active project imports. Read the existingHOW_IT_WORKS.mdif present. - Establish source authority and mark conflicts. Apply source authority. Separate product intent from actual implementation.
- Inspect the product and its available evidence. Inspect product intent, entry points, state, external effects, tests, and deployment declarations. Inspect available runtime evidence. Record the revision, local changes, commands, environments, and results that support important claims. Use read-only checks and authorized local tests. A document request does not authorize deployment, paid purchases, or real messages.
- Trace one representative user request end to end. Follow input, decisions, state changes, external effects, and the visible result. Inspect relevant permission checks, retries, duplicate events, cancellation, restart, and failure paths. Mark absent or unknown paths explicitly.
- Classify every important claim by evidence level. Apply evidence rules: code verified, test verified, runtime verified, and user accepted. Attach source links and the limits of each claim.
- Write or refresh only current-state content. Apply the output contract. Use two to four useful Mermaid diagrams under the diagram rules. Use the symptom-first diagnosis format. On refresh, update affected sections and remove false statements. Do not add a change history or a parallel translation without a user request.
- Validate the document before completion. Check source links, required sections, evidence wording, code fences, and diagram syntax. Render diagrams when a renderer is available. Record whether diagram checks cover source syntax or actual rendering. Fix broken local links and invalid diagrams. Update the last-reviewed date at the bottom. Record the analyzed revision and local changes when available.
- Tell the product owner what changed in 2–3 sentences. State the document's useful result and the most important evidence limit. Include required user action if work remains.
Completion
Deliver the document, instruction setup report, and validation results. Missing runtime evidence permits a static explanation with explicit gaps. Do not describe that result as real integration acceptance. Never expose secrets, personal messages, or sensitive records in the document. Use synthetic examples and redacted evidence.
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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.

