Menu
The review-first prompt is selected by default. You can switch to a direct command or download a local copy.
Read SKILL.md and any companion files shown by SkillsMP before deciding whether to install.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
A direct command skips the review prompt. Inspect the source before running it.
npx skills add https://github.com/tomevault-io/skills-registry --skill skill-anythingThe command stays on one line. Scroll horizontally to inspect it before copying.
Prefer a local copy? Download the files currently available to SkillsMP.
Based on SOC occupation classification
Showing SKILL.md
| name | skill-anything |
| description | > Use when this capability is needed. |
Automatically generate production-ready Skills for any target — software, API, CLI tool, library, workflow, or web service. SkillAnything runs a 7-phase pipeline that analyzes your target, designs the skill architecture, implements it, generates test cases, benchmarks performance, optimizes the description, and packages for multiple agent platforms.
Fully automated (one command):
Give SkillAnything a target and it handles everything:
- "Create a skill for the jq CLI tool"
- "Generate a skill for the Stripe API"
- "Turn this workflow into a multi-platform skill"
The pipeline runs all 7 phases automatically. Results land in sa-workspace/.
Phase 1: Analyze → Detect target type, extract capabilities → analysis.json
Phase 2: Design → Map capabilities to skill architecture → architecture.json
Phase 3: Implement → Generate SKILL.md + scripts + references → complete skill directory
Phase 4: Test Plan → Auto-generate eval cases + trigger queries → evals.json
Phase 5: Evaluate → Benchmark with/without skill, grade results → benchmark.json
Phase 6: Optimize → Improve description via train/test loop → optimized SKILL.md
Phase 7: Package → Multi-platform distribution packages → dist/
See METHODOLOGY.md for the full pipeline specification.
Runs all 7 phases end-to-end. Provide the target and SkillAnything does the rest:
Target: "the httpie CLI tool"
→ Analyzes httpie --help output, designs command structure, generates skill,
creates tests, benchmarks, optimizes, packages for 4 platforms
Set auto_mode: false in config.yaml. SkillAnything pauses after each phase for review:
Run any phase independently:
python -m scripts.analyze_target --target "jq" --output analysis.json
python -m scripts.design_skill --analysis analysis.json --output architecture.json
python -m scripts.init_skill my-skill --template cli --output ./out
python -m scripts.generate_tests --analysis analysis.json --skill-path ./out/my-skill
python -m scripts.run_eval --eval-set evals.json --skill-path ./out/my-skill
python -m scripts.run_loop --eval-set trigger-evals.json --skill-path ./out/my-skill --model <model>
python -m scripts.package_multiplatform ./out/my-skill --platforms claude-code,openclaw,codex
Edit config.yaml to customize the pipeline. Key settings:
| Setting | Default | Description |
|---|---|---|
pipeline.auto_mode | true | Run all phases or pause for review |
target.type | auto | Force target type: api, cli, library, workflow, service |
platforms.enabled | all 4 | Which platforms to package for |
platforms.primary | claude-code | Primary output platform |
eval.max_optimization_iterations | 5 | Max description optimization rounds |
obfuscation.enabled | false | Obfuscate original scripts with PyArmor |
See references/schemas.md for the complete configuration schema.
| Platform | Install Path | Package Format |
|---|---|---|
| Claude Code | ~/.claude/skills/<name>/ | Directory |
| OpenClaw | ~/.openclaw/skills/<name>/ | Directory |
| Codex | ~/.codex/skills/<name>/ | Directory + openai.yaml |
| Generic | anywhere | .skill zip |
See references/platform-formats.md for platform-specific format details.
SkillAnything uses the same eval system as the Anthropic skill-creator:
agents/grader.mdbenchmark.jsoneval-viewer/generate_review.pyThe eval loop is optional (skip_eval: true in config) for rapid prototyping.
| Script | Phase | Purpose |
|---|---|---|
analyze_target.py | 1 | Auto-detect and analyze target |
design_skill.py | 2 | Generate skill architecture from analysis |
init_skill.py | 3 | Scaffold skill directory from templates |
generate_tests.py | 4 | Auto-generate test cases and trigger queries |
run_eval.py | 5 | Test description triggering accuracy |
aggregate_benchmark.py | 5 | Aggregate benchmark statistics |
generate_report.py | 5-6 | Generate HTML optimization report |
improve_description.py | 6 | AI-powered description improvement |
run_loop.py | 6 | Full eval + improve optimization loop |
quick_validate.py | 7 | Validate SKILL.md structure |
package_skill.py | 7 | Package for single platform |
package_multiplatform.py | 7 | Package for all enabled platforms |
obfuscate.py | - | PyArmor wrapper for code protection |
Read these when spawning specialized subagents:
| Agent | Purpose |
|---|---|
agents/analyzer.md | Phase 1: Target analysis instructions |
agents/designer.md | Phase 2: Skill architecture design |
agents/implementer.md | Phase 3: Skill content writing |
agents/grader.md | Phase 5: Eval assertion grading |
agents/comparator.md | Phase 5: Blind A/B output comparison |
agents/optimizer.md | Phase 6: Description optimization orchestration |
agents/packager.md | Phase 7: Multi-platform packaging instructions |
SkillAnything auto-detects the target type and adapts its analysis:
| Type | Detection | Analysis Method |
|---|---|---|
| API | URL with /api, OpenAPI spec, swagger | Fetch spec, extract endpoints |
| CLI | Executable name, --help output | Run help, parse subcommands |
| Library | Package name, import path | Read docs, parse public API |
| Workflow | Step descriptions, sequence | Parse steps, map data flow |
| Service | URL, web interface | Scrape docs, identify actions |
--target-type overridereferences/platform-formats.mdpip install pyarmorMIT License. See NOTICE for third-party attributions (CLI-Anything, Dazhuang Skill Creator,
Anthropic Skill Creator).
Source: AgentSkillOS/SkillAnything — distributed by TomeVault.