agentleFS
shkodnik1917shkodnik1917/claude-brainlab/skills/skill-development/SKILL.md

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

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
  1. Distinctive:

    Use this skill to create or repair Claude skills in the current local environment, not in an abstract plugin template.

    line 9
  2. Distinctive:

    Keep one skill = one durable job.

    line 21
  3. Distinctive:

    Treat the frontmatter description as the main trigger surface.

    line 22
  4. Very specific:

    Keep SKILL.md focused on workflow and boundaries.

    line 23
  5. Distinctive:

    Do not mention files that do not exist.

    line 25
  6. Distinctive:

    Do not inherit stale names, agents, or sibling skill references without verifying they exist locally.

    line 26
  7. Distinctive:

    verify which agents, commands, and sibling skills actually exist,

    line 35
  8. Distinctive:

    Use the local inventory as the authority.

    line 38
  9. Very specific:

    If the skill only needs a short workflow, keep it short.

    line 48
  10. Very specific:

    use the real skill identifier in name,

    line 53
  11. Distinctive:

    use a third-person trigger description,

    line 54
  12. Distinctive:

    Prefer descriptions of this form:

    line 58
  13. Distinctive:

    Use bundled resources deliberately:

    line 85
  14. Very specific:

    If a resource is mentioned in SKILL.md, it must exist.

    line 90
  15. Distinctive:

    Before removing a resource, inspect its callers, purpose, and history.

    line 91
  16. Very specific:

    keep the trigger and workflow in SKILL.md,

    line 107
  17. Distinctive:

    keep a short read order so another model knows what to load first.

    line 109
  18. Distinctive:

    add a default workflow,

    line 112
  19. Distinctive:

    add at least one concrete example or checklist,

    line 113
  20. Distinctive:

    remove dead paths immediately,

    line 117
  21. Distinctive:

    When creating or repairing a skill, prefer ending with:

    line 123

“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.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

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.md layer,
  • backed by real references/, examples/, and scripts/ 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.md focused on workflow and boundaries.
  • Move detailed catalogs, templates, and long explanations into references/ or examples/.
  • 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:

  1. what the skill does,
  2. what triggers it,
  3. what it explicitly does not do,
  4. 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.md is 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 edit
  • references/integrity-checks.md - concrete local checks for missing files, dead references, and drift
  • references/skill-creator-original.md - legacy background reference; use for context, not as the live source of truth

Download now (ZIP)

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
What did you use it for? e.g. Reviewing pull requests in a Rails app

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.