skill-development
Skill35 starsChanged 2 months agoMITView on GitHub
This skill should be used when the user asks to create a new skill, repair an existing skill, improve trigger descriptions, reorganize skill structure, or make a Claude skill more reusable and internally consistent.
22 other projects use a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- rooftop-Owl/skill-factorytheir own version, first seen Nov 8, 2026
- porada/domfilestheir own version, first seen Nov 7, 2026
- Vepricov/claude-brainlabword for word, first seen Nov 1, 2026
- halkn/skillstheir own version, first seen Oct 25, 2026
- bosens-China/tc39-atlastheir own version, first seen Oct 23, 2026
- davidanthonyn/claude-skillstheir own version, first seen Oct 20, 2026
Other versions22 projects use a version of this.
Word for word · 1
- Vepricov/claude-brainlab★ 35100% same
Edited · 1
- Galaxy-Dawn/claude-scholar★ 5.9k98% same
Wrote their own version · 20
- anthropics/claude-plugins-official★ 46ksame name
- parcadei/Continuous-Claude★ 3.9ksame name
- parcadei/Continuous-Claude-v2★ 3.9ksame name
- parcadei/Continuous-Claude-v3★ 3.9ksame name
- luocfprime/labtasker★ 39same name
- jorgeasaurus/agent-skills★ 14same name
- tstapler/dotfiles★ 8same name
- porada/domfiles★ 7same name
- HK-hub/AgentSkills★ 6same name
- nek1987/auto-agent-harness★ 4same name
10 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 repository68 other files it gives its agents.
- rules/agents.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- academic-plottingSkill
- agent-identifierSkill
- architecture-designSkill
- astar-paper-reviewSkill
- bug-detectiveSkill
- call-notesSkill
- cavemanSkill
- citation-verificationSkill
- code-ingestSkill
- code-librarySkill
- code-review-excellenceSkill
- command-developmentSkill
- create-projectSkill
- daily-codingSkill
- defuddleSkill
- diagnoseSkill
- doc-coauthoringSkill
- experiment-runsSkill
- frontend-designSkill
- git-guardrails-claude-codeSkill
- git-workflowSkill
- google-workspace-mcpSkill
- grill-meSkill
- grill-with-docsSkill
- handoffSkill
- handoff-to-jarvisSkill
- hook-developmentSkill
- improve-codebase-architectureSkill
- json-canvasSkill
- kaggle-learnerSkill
- lab-knowledgeSkill
- latex-conference-template-organizerSkill
- mcp-integrationSkill
- ml-paper-writingSkill
- obsidian-basesSkill
- obsidian-cliSkill
- obsidian-experiment-logSkill
- obsidian-markdownSkill
- operon-obsidian-setupSkill
- paper-ingestSkill
- paper-searchSkill
- paper-to-socialSkill
- paper-venue-formattingSkill
- pdf-readerSkill
- planning-with-filesSkill
- plugin-structureSkill
- presentationSkill
- presenter-modeSkill
- prototypeSkill
- research-cycleSkill
- research-ideationSkill
- restore-sessionSkill
- results-analysisSkill
- results-reportSkill
- reverse-outline-flow-checkSkill
- review-responseSkill
- setup-pre-commitSkill
- tddSkill
- The first 60 shown.
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 20 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 9
Use this skill to create or repair Claude skills in the current local environment, not in an abstract plugin template.
- Distinctive: line 21
Keep one skill = one durable job.
- Distinctive: line 22
Treat the frontmatter description as the main trigger surface.
- Very specific: line 23
Keep SKILL.md focused on workflow and boundaries.
- Distinctive: line 25
Do not mention files that do not exist.
- Distinctive: line 26
Do not inherit stale names, agents, or sibling skill references without verifying they exist locally.
- Distinctive: line 35
verify which agents, commands, and sibling skills actually exist,
- Distinctive: line 38
Use the local inventory as the authority.
- Very specific: line 48
If the skill only needs a short workflow, keep it short.
- Very specific: line 53
use the real skill identifier in name,
- Distinctive: line 54
use a third-person trigger description,
- Distinctive: line 58
Prefer descriptions of this form:
- Distinctive: line 85
Use bundled resources deliberately:
- Very specific: line 90
If a resource is mentioned in SKILL.md, it must exist.
- Distinctive: line 91
Before removing a resource, inspect its callers, purpose, and history.
- Very specific: line 107
keep the trigger and workflow in SKILL.md,
- Distinctive: line 109
keep a short read order so another model knows what to load first.
- Distinctive: line 112
add a default workflow,
- Distinctive: line 113
add at least one concrete example or checklist,
- Distinctive: line 117
remove dead paths immediately,
- Distinctive: line 123
When creating or repairing a skill, prefer ending with:
“Common” is measured: kept by at least 6 in 10 of the 20 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
Skill Development
Use this skill to create or repair Claude skills in the current local environment, not in an abstract plugin template.
Goal
Produce a skill that is:
- easy to trigger,
- lean at the
SKILL.mdlayer, - backed by real
references/,examples/, andscripts/files when they are mentioned, - free of dead local references.
Core rules
- Keep one skill = one durable job.
- Treat the frontmatter description as the main trigger surface.
- Keep
SKILL.mdfocused on workflow and boundaries. - Move detailed catalogs, templates, and long explanations into
references/orexamples/. - Do not mention files that do not exist.
- Do not inherit stale names, agents, or sibling skill references without verifying they exist locally.
Default workflow
1. Inspect the current environment first
Before writing anything:
- inspect the target skill directory,
- inspect neighboring skills that already solve a similar problem,
- verify which agents, commands, and sibling skills actually exist,
- identify stale references before adding new ones.
Use the local inventory as the authority. Do not write guidance against an imagined plugin layout.
2. Lock the skill contract
Define four things before editing:
- what the skill does,
- what triggers it,
- what it explicitly does not do,
- which bundled resources are actually needed.
If the skill only needs a short workflow, keep it short. Do not create references/, examples/, or scripts/ just because the directories are conventional.
3. Write or repair the frontmatter
The frontmatter should:
- use the real skill identifier in
name, - use a third-person trigger description,
- include concrete phrases a user would naturally say,
- stay short enough to scan quickly.
Prefer descriptions of this form:
---
name: skill-name
description: This skill should be used when the user asks to "...", "...", or needs help with ....
---4. Keep the main file lean
A good SKILL.md should usually contain:
- a short goal section,
- role boundaries,
- a default workflow,
- safety or quality rules,
- a short list of additional resources.
Move these out of the main file when they get long:
- templates,
- exhaustive checklists,
- edge-case catalogs,
- sample outputs,
- long examples.
5. Add only real bundled resources
Use bundled resources deliberately:
references/for detailed guidance that may be loaded selectively,examples/for real example outputs or scaffolds,scripts/for deterministic helper logic.
If a resource is mentioned in SKILL.md, it must exist.
Before removing a resource, inspect its callers, purpose, and history. An absent reference or
usage trace is not proof that it is obsolete. Archive owner-approved retired components
outside every skill discovery root and verify their contents before removing active entries.
6. Run integrity checks before closing
At minimum, verify:
- frontmatter parses,
- referenced local files exist,
- sibling skill or agent references are real,
SKILL.mdis not overloaded with material that belongs in references,- temporary logs, caches, and editor artifacts are not left inside the skill directory.
Typical repair patterns
When the skill is too long
- keep the trigger and workflow in
SKILL.md, - move catalogs and deep detail into
references/, - keep a short read order so another model knows what to load first.
When the skill is too thin
- add a default workflow,
- add at least one concrete example or checklist,
- make the boundaries explicit so the skill is not just a slogan.
When the skill has stale references
- remove dead paths immediately,
- replace historical names with current local names,
- re-check neighboring agents/commands/skills against the live directory.
Recommended output shape
When creating or repairing a skill, prefer ending with:
- what changed,
- which files were created or updated,
- what integrity checks were run,
- what still needs manual follow-up, if anything.
References
Load only what is needed:
references/checklist.md- compact quality checklist before closing a skill editreferences/integrity-checks.md- concrete local checks for missing files, dead references, and driftreferences/skill-creator-original.md- legacy background reference; use for context, not as the live source of truth
Does it work?
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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.

