find-skills

find-skills is a skill for Claude Code, Codex from OpenBMB/PilotDeck. It costs 67 tokens per session (1,295 once invoked), scanned A, original, AGPL-3.0.

A skill-discovery helper for finding and installing agent skills that add focused abilities to a coding assistant.

In plain words
What is it for?
Use it to look for a skill that can perform a requested job, answer whether such a skill exists, or help install one.
Why use it?
It helps when the assistant does not already know how to handle a specialized task or when the user wants an add-on for a particular workflow.

Skill for Claude CodeCodex

About the project

OpenBMB/PilotDeck is an open-source operating system for AI agents, organized around isolated WorkSpaces for long-running, multi-project work. It is intended as a productivity platform for general-purpose, multi-task agent use, and the catalogue entries provide skills, agents, and commands for working with it.

OpenBMB/PilotDeck · 3,981 stars · on GitHub · pilotdeck.openbmb.cn

Install

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.

agentmods
npx agentmods add skills/openbmb/pilotdeck/find-skills
Any agent
npx skills add OpenBMB/PilotDeck --skill find-skills
Clone the repo
git clone --depth 1 https://github.com/OpenBMB/PilotDeck

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for find-skills

README.md
[![agentmods](https://agentmods.dev/badge/skills/openbmb/pilotdeck/find-skills.svg)](https://agentmods.dev/skills/openbmb/pilotdeck/find-skills)
Your own site
<a href="https://agentmods.dev/skills/openbmb/pilotdeck/find-skills"><img src="https://agentmods.dev/badge/skills/openbmb/pilotdeck/find-skills.svg" alt="Measured on agentmods" height="20"></a>
Per session 67 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,295 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin unknown No closer match found in the catalogue.
Token cost

What 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00067 $0.01295
Opus 5 $0.00034 $0.00647
Sonnet 5 $0.00013 $0.00259
Haiku 4.5 $0.00007 $0.00129

Measured 6d ago against content hash 1e85f6f9686e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

find-skills 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 6d 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.

skills/find-skills/SKILL.md · 143 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

Changes

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.

  1. 6d ago First seen · 143 lines · 67 tokens per session scan A 1e85f6f9686e

Subscribe to this mod's changes

find-skills is a skill published in the GitHub repository OpenBMB/PilotDeck (3,981 stars, last pushed yesterday), licensed AGPL-3.0. It adds 67 tokens to every session and 1,295 once invoked, about $0.0003 per session on Opus 5. 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.

Related

Other skills, from other repositories

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.

obra/superpowers · 21 tokens

local-ai-agents

Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…

microsoft/ai-agents-for-beginners · 200 tokens

next-cache-components-adoption

Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…

vercel/next.js · 95 tokens

next-cache-components-optimizer

Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…

vercel/next.js · 170 tokens

next-partial-prefetching-adoption

Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…

vercel/next.js · 103 tokens

chronicle

Analyze Copilot session history for standup reports, usage tips, session search, and session reindexing. Use when the user asks for a standup, daily summary, usage tips, workflow recommendations, wants to search or find past sessions by keyword/file/PR, wants to reindex their session store, or asks about deleting…

microsoft/vscode · 72 tokens