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AnySkill Bootstrapper · LeoYeAI | DecimalAI

agent toolingby LeoYeAI

AnySkill Bootstrapper

anyskill

Source LeoYeAI/openclaw-master-skills ↗License MIT

AnySkill — your private skill cloud. Manage, sync, and dynamically load agent skills from a GitHub-backed repository. Search cloud skills by natural language, auto-load prompts on demand, upload and share custom skills, batch install skill bundles. Works with OpenClaw, Antigravity, Claude Code, and Cursor.

SkillScore14Maintained

Automatic

AI Engineer pack

Last verified 7/26/2026

What it changes

Passed 2 of 14 test cases with the skill, and 0 of 14 without it.

Without skill0%

With skill14%

3 fixed0 passed either way19 still failing0 broke

Pass-rate lift: +14 pp
Tokens: +541%
Agent turns: 0%
Response time: -12%

Model gemini-3.6-flashMeasured 7/26/2026v13 of 22 cases passed with skill · 14 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/anyskill/SKILL.md https://app.decimal.ai/s/anyskill/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add anyskill, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/anyskill/ and pins it in .decimal/skills.lock

decimalai skills add anyskill

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/anyskill/SKILL.md https://app.decimal.ai/s/anyskill/SKILL.md

Raw file: /s/anyskill/SKILL.md ↗ · machine-readable summary at /s/anyskill.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

What's inside

The instructions your model reads when the skill loads.

SKILL.md548 linessingle file

AnySkill Bootstrapper

Your local skills are incomplete. The user maintains all extended capabilities (Skills) in a cloud-based GitHub repository. You need to dynamically load your capabilities from the cloud.

Token scope required: This skill requires a GitHub Fine-grained PAT scoped to a single repository (the user's private skill repo) with Contents: Read and write permission only. The token is used to: clone the private repo, fetch index.json, commit new/updated skills, and push changes. A read-only token will work for loading/searching skills but not for upload/sync operations.

Config files accessed: ~/.anyskill/config.json (primary config) or {project root}/.anyskill.json (legacy project-level config).

Step Zero: Read or Initialize Configuration (Global Priority + Auto-Discovery)

Before performing any operation, you must search for the AnySkill configuration in the following priority chain. Once a valid configuration is found at any level, stop immediately and use it.

Configuration Lookup Priority Chain

Global config ~/.anyskill/config.json (machine-level, shared across projects and IDEs)
Project-level config {project root}/.anyskill.json (backward compatible with older versions)
None found → Enter the initialization flow

Token Retrieval Priority (for private repo authentication)

Regardless of which level the config is read from, the token retrieval priority is always:

Check environment variable ANYSKILL_GITHUB_TOKEN
Check the token field in the config file

If a token is obtained, include it in all HTTP requests as a header:

Authorization: token {token}

Case 1: Config Already Exists (returning user / previously initialized device)

The user has previously initialized on this machine. Skip all initialization and directly verify the config:

Read repo and localPath from the config.
Construct key URLs:
- Index URL: https://raw.githubusercontent.com/{repo}/{branch}/index.json
- Files base URL: https://raw.githubusercontent.com/{repo}/{branch}/skills/
Verify that the localPath directory exists. If not, automatically re-clone:

Track record

Benchmark

2 / 14

test cases passed, vs 0 / 14 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 7/30/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

LeoYeAI / openclaw-master-skills

skills/anyskill/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

What's inside

AnySkill Bootstrapper

Step Zero: Read or Initialize Configuration (Global Priority + Auto-Discovery)

Configuration Lookup Priority Chain

Token Retrieval Priority (for private repo authentication)

Case 1: Config Already Exists (returning user / previously initialized device)

Track record

Benchmark

Adoption

SkillSafety

Source

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