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create-skill【开发与工程】Create a new SKILL.md file following the Agent Skills open standard (agentskills.io). Covers frontmatter schema, section structure, writing effective procedures with Expected/On failure pairs, validation checklists, cross-referencing, and registry integration. Use when codifying a repeatable procedure for agents, adding a new capability to the skills…
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
Author SKILL.md → agents execute procedure.
skills/_registry.yml:
r-packages, jigsawr, containerization, reporting, compliance, mcp-integration,
web-dev, git, general, citations, data-serialization, review, bushcraft,
esoteric, design, defensive, project-management, devops, observability, mlops,
workflow-visualization, swarm, morphic, alchemy, tcg, intellectual-property,
gardening, shiny, animal-training, mycology, prospecting, crafting,
library-science, travel, relocation, a2a-protocol, geometry, number-theory,
stochastic-processes, theoretical-science, diffusion, hildegard, maintenance,
blender, visualization, 3d-printing, lapidary, versioningEach skill → own dir:
mkdir -p skills/<skill-name>/
Naming:
submit-to-cran, not SubmitToCRANcreate-, setup-, write-, deploy-, configure-create-r-dockerfile not create-dockerfileGot: Dir exists, name = kebab-case + verb.
If err: No verb → rename. Check conflicts: ls skills/ | grep <keyword>.
---
name: skill-name-here
description: >
One to three sentences plus key activation triggers. Must be clear
enough for an agent to decide whether to activate this skill from
the description alone. Max 1024 characters. Start with a verb.
license: MIT
allowed-tools: Read Write Edit Bash Grep Glob # optional, experimental
metadata:
author: Philipp Thoss
version: "1.0"
domain: general
complexity: intermediate
language: R | TypeScript | Python | Docker | Rust | multi
tags: comma, separated, lowercase, tags
---
Required: name, description
Optional: license, allowed-tools (experimental), metadata, compatibility
Metadata:
complexity: basic (<5 steps), intermediate (5-10), advanced (10+)language: primary; multi for cross-langtags: 3-6, include domainGot: YAML parses, name = dir, description <1024 chars + triggers.
If err: Validate — --- matched, "1.0" (not 1.0), > multi-line fold for desc.
# Skill Title (Imperative Verb Form)
One paragraph: what this skill accomplishes and the value it provides.
Title = name in readable. "Submit to CRAN" not "submit-to-cran".
Got: # heading imperative + concise para.
If err: Noun phrase → rewrite verb. "Package Submission" → "Submit to CRAN."
3-5 triggers — concrete scenarios:
## When to Use
- Starting a new R package from scratch
- Converting loose R scripts into a package
- Setting up a package skeleton for collaborative development
Agent perspective → conditions for activation.
Note: Top triggers also in
descriptionfrontmatter (read pre-body-load).## When to Use= extra detail.
Got: 3-5 bullets w/ concrete observable conds.
If err: Vague ("when something needs doing") → rewrite agent perspective: observable state / user req?
Required vs optional. Types + defaults:
## Inputs
- **Required**: Package name (lowercase, no special characters except `.`)
- **Required**: One-line description of the package purpose
- **Optional**: License type (default: MIT)
- **Optional**: Whether to initialize renv (default: yes)
Got: Required/optional separated w/ types + defaults.
If err: Ambiguous type → add example: "Package name (lowercase, no special characters except .)".
Core. Each step:
### Step N: Action Title
Context sentence explaining what this step accomplishes.
\```language
concrete_code("that the agent can execute")
\```
**Expected:** What success looks like. Be specific — file created, output matches pattern, command exits 0.
**On failure:** Recovery steps. Don't just say "fix it" — provide the most common failure cause and its resolution.
Effective steps:
For translation:
Got: 5-12 numbered steps, each w/ concrete code + **Expected:** + **On failure:**.
If err: No code → add real cmd/config. No Expected/On failure → write now. Every fail-able step needs both.
Checklist agent runs post-proc:
## Validation
- [ ] Criterion 1 (testable, binary pass/fail)
- [ ] Criterion 2
- [ ] No errors or warnings in output
Objectively verifiable. "Code clean" bad. "devtools::check() returns 0 errors" good.
Got: Markdown checklist w/ 3-8 binary pass/fail.
If err: Subjective → measurable. "Well-documented" → "All exported fns have @param, @return, @examples roxygen tags."
3-6 pitfalls w/ cause + avoidance:
## Common Pitfalls
- **Pitfall name**: What goes wrong and how to avoid it. Be specific about the symptom and the fix.
Real experience. Best = waste time + non-obvious.
Got: 3-6 pitfalls, each w/ bold name + desc + avoidance.
If err: Generic ("be careful w/ X") → specific: symptom + cause + fix. Draw from real fails.
Xref 2-5 used before/after/alongside:
## Related Skills
- `prerequisite-skill` - must be done before this skill
- `follow-up-skill` - commonly done after this skill
- `alternative-skill` - alternative approach to the same goal
Skill name field (kebab-case), not title.
Got: 2-5 related, kebab-case IDs + relationship.
If err: Verify: ls skills/<skill-name>/SKILL.md. Remove renamed/removed refs.
Edit skills/_registry.yml, add under domain:
- id: skill-name-here
path: skill-name-here/SKILL.md
complexity: intermediate
language: multi
description: One-line description matching the frontmatter
Update total_skills at top.
Got: Entry under correct domain, total_skills = disk count.
If err: Count: find skills -name SKILL.md | wc -l vs registry. Verify id = dir exact.
Based on methods/papers/pkgs/standards → add references/:
mkdir -p skills/<skill-name>/references/
2 files:
references/CITATIONS.bib — BibTeX (src of truth)references/CITATIONS.md — rendered for GitHub% references/CITATIONS.bib
@article{author2024title,
author = {Author, First and Other, Second},
title = {Paper Title},
journal = {Journal Name},
year = {2024},
doi = {10.xxxx/xxxxx}
}
<!-- references/CITATIONS.md -->
# Citations
References underpinning the **skill-name** skill.
1. Author, F., & Other, S. (2024). *Paper Title*. Journal Name. https://doi.org/10.xxxx/xxxxx
Optional — add when provenance matters (academic, standards, regulatory).
Handling references/ in translations: Prose in references/EXAMPLES.md → translate. references/CITATIONS.bib → English (BibTeX lang-neutral). Translations may symlink to EN references/ if code-only.
Got: Both files exist, .bib valid.
If err: Validate: bibtool -d references/CITATIONS.bib / online.
Local checks pre-commit:
# Check line count (must be ≤500)
lines=$(wc -l < skills/<skill-name>/SKILL.md)
[ "$lines" -le 500 ] && echo "OK ($lines lines)" || echo "FAIL: $lines lines > 500"
# Check required frontmatter fields
head -20 skills/<skill-name>/SKILL.md | grep -q '^name:' && echo "name: OK"
head -20 skills/<skill-name>/SKILL.md | grep -q '^description:' && echo "description: OK"
Got: ≤500 lines, required fields present.
If err: >500 → progressive disclosure → extract code blocks (>15 lines) → references/EXAMPLES.md:
mkdir -p skills/<skill-name>/references/
Move extended examples, full configs, multi-variant → references/EXAMPLES.md. Xref in SKILL.md: See [EXAMPLES.md](references/EXAMPLES.md) for complete configuration examples. Keep inline snippets (3-10 lines). CI (.github/workflows/validate-skills.yml) enforces on PRs.
Symlinks → Claude Code discovers as /slash-command:
# Project-level (available in this project)
ln -s ../../skills/<skill-name> .claude/skills/<skill-name>
# Global (available in all projects)
ln -s /mnt/d/dev/p/agent-almanac/skills/<skill-name> ~/.claude/skills/<skill-name>
Got: ls -la .claude/skills/<skill-name>/SKILL.md resolves.
If err: Rel path correct. From .claude/skills/, ../../skills/<skill-name> reaches dir. Debug: readlink -f. Claude Code expects flat .claude/skills/<name>/SKILL.md.
Required for all skills. Human + AI authors. Do not skip → backlog.
4 locales post-commit:
for locale in de zh-CN ja es; do
npm run translate:scaffold -- skills <skill-name> "$locale"
done
Translate prose (code + IDs EN). Regen:
npm run translation:status
Got: 4 files at i18n/{de,zh-CN,ja,es}/skills/<skill-name>/SKILL.md, source_commit = HEAD. npm run validate:translations → 0 stale.
If err: Scaffold fail → skill in skills/_registry.yml first (script reads registry). translation:status shows stale → source_commit = commit hash where EN src last modified.
skills/<skill-name>/SKILL.mdname = dirdescription <1024 chars_registry.yml w/ correct pathtotal_skills updatedreferences/EXAMPLES.md if over)references/CITATIONS.bib + CITATIONS.md if pub methods.claude/skills/<skill-name> → dir~/.claude/skills/<skill-name> (if global)git mv on NTFS (WSL): /mnt/ paths → git mv dirs → broken perms (d?????????). Use mkdir -p + copy + git rm old. See env guide.Quality checklist:
Size ref:
write-vignette, configure-git-repository)write-testthat-tests, manage-renv-dependencies)submit-to-cran, setup-gxp-r-project)references/EXAMPLES.md for large configsevolve-skill — evolve + refine skillscreate-agent — parallel agent proccreate-team — parallel team procwrite-claude-md — CLAUDE.md refs skillsconfigure-git-repository — version-control skillscommit-changes — commit skill + symlinkssecurity-audit-codebase — review for secrets