teach-feature
Skill1 starsChanged 44 days agoMITView on GitHub
Teach the verified current feature from its spec, diff, tests, and implementation without changing product code.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- rikilamadrid/lorekeeperword for word, first seen Oct 13, 2026
Other versions1 project uses a version of this.
Word for word · 1
- rikilamadrid/lorekeeper★ 1100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
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 repository53 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- blog-post-redactorSkill
- challenge-meSkill
- debate-meSkill
- debug-issueSkill
- handoffSkill
- hooksmithSkill
- kickstart-pathfinderSkill
- learn-codebaseSkill
- learn-featureSkill
- learning-reviewSkill
- map-systemSkill
- orchestrateSkill
- prototypeSkill
- quiz-meSkill
- reflectSkill
- render-artifactSkill
- reverse-engineerSkill
- roleSkill
- setup-trackerSkill
- skillsmithSkill
- teach-architectureSkill
- teach-featureSkill
- ticketSkill
- to-specsSkill
- to-ticketsSkill
- whereamiSkill
- blog-post-redactorSkill
- challenge-meSkill
- debate-meSkill
- debug-issueSkill
- handoffSkill
- hooksmithSkill
- kickstart-pathfinderSkill
- learn-codebaseSkill
- learn-featureSkill
- learning-reviewSkill
- map-systemSkill
- orchestrateSkill
- prototypeSkill
- quiz-meSkill
- reflectSkill
- render-artifactSkill
- reverse-engineerSkill
- roleSkill
- setup-trackerSkill
- skillsmithSkill
- teach-architectureSkill
- ticketSkill
- to-specsSkill
- to-ticketsSkill
- whereamiSkill
The file
Show its rules and text
We split this skill into the rules it gives an agent
14 rules. About 0 are common, 14 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈14
Distinctive · estimate
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
- could be automatic: a setting could enforce it
- Distinctive: line 8
Use this skill after a feature has been implemented and reviewed, or when the user explicitly asks to understand an existing feature.
- Distinctive: line 14
Read only the smallest useful context:
- Distinctive: line 25
Do not read the entire repository by default.
- Distinctive: line 27
If the feature or diff cannot be identified, ask for the branch, spec, commit range, or explicit file set.
- Distinctive: line 38
Do not teach planned behavior as if it exists.
- Distinctive: line 67
Do not spend most of the lesson paraphrasing syntax.
- Distinctive: line 84
Keep the lesson focused. Prefer five strong transferable concepts over twenty shallow observations.
- Distinctive: line 96
After producing the lesson, stop and offer exactly one recommended next action:
- Distinctive: line 104
Do not automatically run the next skill.
- Distinctive: line 108
Do not modify product code.
- Distinctive: line 109
Do not install packages.
- Distinctive: line 110
Do not commit or merge.
- Distinctive: line 111
Do not invent intent that is unsupported by code or specs.
- Distinctive: line 112
Do not reveal private chain-of-thought.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Teach Feature
Use this skill after a feature has been implemented and reviewed, or when the user explicitly asks to understand an existing feature.
The goal is not to produce generic documentation. The goal is to help the learner build a durable mental model from the actual repository.
Read First
Read only the smallest useful context:
context/current-ticket.md, and the ticket it names- The source feature spec under
context/features/ context/project-overview.md- The current branch, working tree status, and focused diff
- Tests and implementation files touched by the feature
- Relevant ADR, coding standard, or design-system guidance only when it materially affects the feature
Skip any of these that does not exist. Pathfinder creates these files only when a workflow first needs them, so their absence is normal and is not an error. Do not create them just to satisfy this list.
Do not read the entire repository by default.
If the feature or diff cannot be identified, ask for the branch, spec, commit range, or explicit file set.
Reconcile Before Teaching
Briefly determine:
- What the spec intended
- What the implementation actually does
- What tests verify
- Any drift, incomplete work, or uncertainty
Do not teach planned behavior as if it exists.
Teaching Goals
Explain:
- The user or system problem
- The feature boundary
- The mental model
- Event and data flow
- Responsibilities of important files
- State ownership and synchronization
- Error, loading, empty, and success behavior
- Testing strategy
- Accessibility implications
- Performance implications
- Maintainability and extension points
- Meaningful decisions and tradeoffs
- Production-scale gaps
- Senior-level interview framing
Adaptation
Pitch the lesson at what the learner has already demonstrated, using
context/learning/progress.md when it exists and what the human tells you when
it does not. Ask rather than assume.
For an experienced engineer:
- Do not spend most of the lesson paraphrasing syntax.
- Explain architectural consequences.
- Compare credible alternatives.
- Identify hidden coupling and invariants.
- Connect component-level decisions to team and system scale.
- Point out gaps directly and constructively.
Lesson Artifact
Create:
context/learning/lessons/YYYY-MM-DD-[feature-slug].mdUse templates/lesson.template.md.
Keep the lesson focused. Prefer five strong transferable concepts over twenty shallow observations.
Mermaid diagrams are encouraged for:
- event flow
- state ownership
- request lifecycle
- component boundaries
- dependency direction
Interaction Rule
After producing the lesson, stop and offer exactly one recommended next action:
quiz-mechallenge-meteach-architecture- a later spaced review
- no follow-up needed
Do not automatically run the next skill.
Safety and Scope
- Do not modify product code.
- Do not install packages.
- Do not commit or merge.
- Do not invent intent that is unsupported by code or specs.
- Do not reveal private chain-of-thought.
- Explain evidence, reasoning summaries, and tradeoffs.
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.

