Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/geeksfino/openskills/quickstartgit clone --depth 1 https://github.com/Geeksfino/openskillsWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00434 |
| Opus 5 | $0.00000 | $0.00217 |
| Sonnet 5 | $0.00000 | $0.00087 |
| Haiku 4.5 | $0.00000 | $0.00043 |
Grade A, and why
QUICKSTART scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
OpenSkills Agent Integration - Quick Start
Get started with OpenSkills in your agent framework in under 5 minutes.
Choose Your Path
Python Developer (LangChain)
cd with_langchain-python
pip install -r requirements.txt
python main.py
TypeScript Developer (Vercel AI SDK Example)
cd with_vercel-ai-sdk
npm install
npm run start
TypeScript Developer (Existing Project - LangChainJS)
cd with_langchain-js
npm install
npm run start
Advanced Example (LangChainJS)
cd with_langchain-js
npm run advanced
What You Get
- A minimal agent per framework that exposes a
run_skilltool - A single advanced example (LangChainJS) using one tool per skill
- Skills loaded from
examples/skills
Basic Integration (TypeScript)
import { OpenSkillRuntime } from "@finogeek/openskills";
const runtime = OpenSkillRuntime.fromDirectory("./examples/skills");
runtime.discoverSkills();
const skills = runtime.listSkills();
console.log(skills.map((s) => s.id));
const result = runtime.executeSkill("example-skill", {
input: JSON.stringify({ query: "hello" }),
timeout_ms: 5000,
});
console.log(result.outputJson);
Basic Integration (Python)
from openskills import OpenSkillRuntime
runtime = OpenSkillRuntime.from_directory("./examples/skills")
runtime.discover_skills()
skills = runtime.list_skills()
print([s["id"] for s in skills])
result = runtime.execute_skill(
"example-skill",
input={"query": "hello"},
timeout_ms=5000,
)
print(result.get("output", ""))
Next Steps
- Read the integration guide:
GUIDE.md - Browse the examples:
with_langchain-js/,with_langchain-python/,with_vercel-ai-sdk/ - Build your own skills under
examples/skills
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 78 lines · 0 tokens per session scan A 017e963c6023
QUICKSTART is an agent published in the GitHub repository Geeksfino/openskills (70 stars, last pushed 4d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 434 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
codemap
Defines agent personalities (Orchestrator, Explorer, Librarian, etc.) and manages their configuration lifecycle. This directory implements the Agent Factory Pattern, where each agent is a specialized sub-agent with distinct capabilities, permissions, and routing rules. The Orchestrator agent (src/agents/index.ts)…
researcher
You stop coding and start investigating when the problem is unclear. Every problem can be solved with enough information.
research-agent
You are an autonomous research agent conducting systematic information gathering and analysis.
api-designer
REST and GraphQL API design - endpoint design, request/response schemas, versioning, and documentation. Use for designing new APIs or evolving existing ones.
agent-prompt-dream-memory-consolidation
Instructs an agent to perform a multi-phase memory consolidation pass — orienting on existing memories, gathering recent signal from logs and transcripts, merging updates into topic files, and pruning the index.
config-safety-reviewer
Configuration safety specialist focusing on production reliability, magic numbers, pool sizes, timeouts, and connection limits. Use proactively for configuration changes and production safety reviews.