Agent skill

Skyll

by assafelovic in assafelovic/skyll

Search and retrieve agent skills at runtime. An agent skill from assafelovic/skyll.

Apache-2.0Auto-check passedBackend & APIs

Install Skyll

skills CLI
$ npx skills add assafelovic/skyll --skill skyll -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install assafelovic/skyll skyll --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/assafelovic/skyll.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/skyll .claude/skills/skyll && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
skyll
GitHub stars
247
Token cost
~928 tokens
SKILL.md length
257 words
Files
1
Skills in repo
1
Repo updated
First seen
Licence
Apache-2.0

At a glance

Search and retrieve agent skills at runtime. An agent skill from assafelovic/skyll.

  • Works in 3 steps: Search for relevant skills → Inject top skill into context → Use the skill's knowledge to complete…
  • Tasks that involve REST APIs
  • SKILL.md covers When to Use This Skill, Quick Usage, Response Format and Key Fields, plus 5 more sections
  • Calls curl and pip; reaches api.skyll.app

What it does

Skyll is an agent skill from assafelovic/skyll. Search and retrieve agent skills at runtime. This skill should be used when the agent needs to find specialized capabilities, workflows, or domain knowledge to accomplish a task. Skyll aggregates skills from skills.sh and returns full SKILL.md content ready for context injection.

Its SKILL.md is about 930 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Backend & APIs, covering REST APIs. It works with Model Context Protocol. The repository describes itself as: A tool for autonomous agents like OpenClaw to discover and learn skills autonomously. The licence is Apache-2.0.

When your agent uses it

  • Tasks that involve REST APIs

Example prompts

  • “/skyll”

Requirements

  • Python 3

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Search for relevant skills
  2. Inject top skill into context
  3. Use the skill's knowledge to complete the task

What it can do on your machine

Read from SKILL.md and the folder at commit 3e0005d. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • curl
    • pip

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • api.skyll.app

    Also links to:

    • skyll.app

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Skyll loads about 928 tokens when it runs. Until then it costs about 72 tokens; SKILL.md has 257 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~72
When it runs · the whole SKILL.md, loaded when a task matches
~928

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from assafelovic/skyll at commit 3e0005d, republished under its Apache-2.0 licence (© assafelovic). 257 words, ~928 tokens.

Download SKILL.mdSave it as .claude/skills/skyll/SKILL.md (or your agent's skills folder).
name
skyll
description
Search and retrieve agent skills at runtime. This skill should be used when the agent needs to find specialized capabilities, workflows, or domain knowledge to accomplish a task. Skyll aggregates skills from skills.sh and returns full SKILL.md content ready for context injection.
license
Apache-2.0

Skyll - Agent Skill Discovery

Skyll enables agents to dynamically discover and retrieve skills at runtime. Instead of having all skills pre-loaded, agents can search for relevant skills on-demand and inject them into context.

When to Use This Skill

Use Skyll when:

  • The current task requires specialized knowledge or workflows not in context
  • Looking for best practices for a specific framework, library, or domain
  • Needing procedural knowledge for complex multi-step tasks
  • Wanting to enhance capabilities with community-contributed skills

Quick Usage

python
from skyll import Skyll

async with Skyll() as client:
    # Search for relevant skills
    skills = await client.search("react performance optimization", limit=3)
    
    for skill in skills:
        print(f"Skill: {skill.title}")
        print(f"Score: {skill.relevance_score}")
        print(skill.content)  # Full SKILL.md content
Option 2: REST API

Search for skills:

bash
curl "https://api.skyll.app/search?q=react+performance&limit=3"

Get a specific skill:

bash
curl "https://api.skyll.app/skills/anthropics/skills/skill-creator"

Response Format

The API returns ranked skills with relevance scores (0-100):

json
{
  "query": "react performance",
  "count": 3,
  "skills": [
    {
      "id": "react-best-practices",
      "title": "React Best Practices",
      "description": "Performance optimization for React and Next.js",
      "source": "vercel-labs/agent-skills",
      "relevance_score": 85.5,
      "install_count": 82800,
      "content": "# React Best Practices\n\n## Performance\n..."
    }
  ]
}

Key Fields

FieldDescription
idSkill identifier
titleHuman-readable title
descriptionWhat the skill does
sourceGitHub repository (owner/repo)
relevance_score0-100 match score
install_countPopularity from skills.sh
contentFull SKILL.md markdown content
referencesAdditional reference files (if requested)

Search Parameters

ParameterDefaultDescription
q / queryrequiredSearch query
limit10Max results (1-50)
include_contenttrueFetch full SKILL.md content
include_referencesfalseInclude reference files

Example Workflow

When an agent needs to build a React Native app but lacks mobile expertise:

  1. Search for relevant skills:

    python
    skills = await client.search("react native best practices", limit=2)
  2. Inject top skill into context:

    python
    context = skills[0].content  # Full SKILL.md content
  3. Use the skill's knowledge to complete the task

API Endpoints

EndpointDescription
GET /search?q={query}Search skills
POST /searchSearch with JSON body
GET /skills/{source}/{skill_id}Get specific skill
GET /healthHealth check
GET /docsInteractive API documentation

Installation

For Python agents:

bash
pip install skyll

For other languages, use the REST API directly at https://api.skyll.app.

© assafelovic, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/skyll of assafelovic/skyll.

Open the folder on GitHubat commit 3e0005d

Compare with similar skills

Skyll next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Skyll compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Skyll this skillassafelovic/skyll247—~928Automated safety check: PassApache-2.0
OpenAPI to MCP Servermcp-use/mcp-use11k—~5.2kAutomated safety check: PassApache-2.0
Legbaevilsocket/legba1.9k—~2.2kAutomated safety check: PassCustom licence
Databuddydatabuddy-analytics/Databuddy1.2k—~2.1kAutomated safety check: PassAGPL-3.0
API Endpoint Contracttrycompai/comp2k—~2.7kAutomated safety check: PassAGPL-3.0
Cloudflare Email Servicehodgef/apiker1273 repos~2kAutomated safety check: PassMIT

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Categories

Questions about Skyll

What does Skyll do?

Search and retrieve agent skills at runtime. An agent skill from assafelovic/skyll. Skyll is an agent skill from assafelovic/skyll. Search and retrieve agent skills at runtime.

When should I use Skyll?

Skyll fits situations like: tasks that involve REST APIs.

How do I install Skyll in Claude Code?

Run `npx skills add assafelovic/skyll --skill skyll -a claude-code`. Or copy the skill folder (skills/skyll in assafelovic/skyll) into .claude/skills/skyll in your project. Claude Code loads it when a task matches its description.

How do I install Skyll in Codex?

Run `npx skills add assafelovic/skyll --skill skyll -a codex`. Or copy the skill folder (skills/skyll in assafelovic/skyll) into .agents/skills/skyll in your project. Codex loads it when a task matches its description.

Can I use Skyll in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add assafelovic/skyll --skill skyll -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/skyll, .gemini/skills/skyll, .github/skills/skyll and .opencode/skills/skyll in your project.

What does Skyll need to run?

Going by SKILL.md and its folder, Skyll needs the command-line tools its instructions call (curl and pip). Our summary lists: Python 3.

Does Skyll access the network?

SKILL.md names 2 domains. In commands or code: api.skyll.app; the agent is likely to contact it when it follows the instructions. As links in the text: skyll.app. This is read from the text; nothing was executed.

Is Skyll safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Skyll use?

Skyll is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Skyll use?

About 928 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Skyll?

Skills that share tags, products or a category with Skyll: OpenAPI to MCP Server (mcp-use/mcp-use, 11k stars), Legba (evilsocket/legba, 1.9k stars), Databuddy (databuddy-analytics/Databuddy, 1.2k stars) and API Endpoint Contract (trycompai/comp, 2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Skyll?

assafelovic (a GitHub user) maintains it in assafelovic/skyll, which has 247 GitHub stars. The repository was last updated on September 26, 2026.

Source: assafelovic/skyll on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.