高效 Agent 间通信协议，使用向量编码减少 7-10x Token 消耗。当需要 Agent 协作、批量消息传输或节省 Token 时使用 (Efficient Agent-to-Agent communication protocol using vector encoding to reduce token consumption by 7-10x. Use when Agent collaboration, batch message transfer, or token saving is needed)

Build a fast, runnable simulation of a system's safety rules and attack it with hostile inputs to find where it fails BEFORE production — without starting any service. Use this whenever the user wants to "simulate the system", "verify without running it", stress-test invariants, find edge cases / outliers, prove a pipeline or workflow is safe, model a system's rules, or harden code against weird/malicious input. Also use proactively after building any system with safety or correctness invariants (auth, redaction, access control, validation, state machines, data pipelines, payment/ledger logic, agent tool contracts) — the happy-path tests almost never cover the hostile path, and this finds the gap cheaply. Triggers on: "simulate", "model the rules", "edge cases", "stress test", "what could break", "is this safe", "adversarial test", "find outliers".

File system watcher and AST parser. Detects changes in the watched repository, extracts AST structure using tree-sitter, and emits structured ChangeEvents for the Architect to process.

Multi-threaded conversation memory organized by topic instead of by date. Enables seamless context switching, compaction resilience, and sub-agent tracking — all file-based, no code changes to OpenClaw. Use when you want your agent to maintain separate conversation threads per project/topic, survive context compaction without losing the thread, track sub-agent spawns with model/task/duration, and output a structured conversation-map.json for visualization clients.

Build AI agents with Honi (honidev) on Cloudflare Workers. Use when creating agents with tools, persistent memory, MCP servers, or multi-agent pipelines. Covers createAgent API, tool() helper, all memory tiers (working/episodic/semantic/graph), multi-agent routing, MCP auth, and all supported model providers.

Semantic chunker, embedding engine, and ChromaDB store. Consumes ChangeEvents from the Scout, chunks files at function/class boundaries, generates embeddings, and manages the vector store.

Operating manual for Lens — a reactive data canvas. Drive the pipeline by editing query.json (a node graph of source/SQL/semantic/chart nodes).

Browse and interact with web pages headlessly. Use when agent needs to navigate websites, click elements, fill forms, read content, or take screenshots.

Interactive Tessl onboarding - install, setup, create example skill, run quality checks

Authors and structures professional-grade agent skills following the agentskills.io spec. Use when creating new skill directories, drafting procedural instructions, or optimizing metadata for discoverability. Don't use for general documentation, non-agentic library code, or README files.

Authors, reviews, installs, and debugs GitHub Agentic Workflows in repositories, including workflow markdown, frontmatter, gh aw compile and run flows, safe outputs, security guardrails, and operational patterns. Use when creating or maintaining GH-AW automation. Don't use for standard deterministic GitHub Actions YAML, generic CI pipelines, or non-GitHub automation systems.

Installs, configures, audits, and operates Agent Package Manager (APM) in repositories. Use when initializing apm.yml, installing or updating packages, validating manifests, managing lockfiles, compiling agent context, browsing MCP servers, setting up runtimes, or packaging resolved context for CI and team distribution. Don't use for writing a single skill by hand, generic package managers like npm or pip, or non-APM agent configuration systems.

A brief description of what this skill does

Use this skill when the user wants to watch a webpage for changes, monitor a URL, detect content updates, or get notified when a site changes.

Use this skill when the user wants to generate UI, build a design system, clone a site's aesthetic, or browse the community UI gallery. Triggers on /ui-ref, /ui-show, /ui-system, /ui-share, or natural-language requests naming a reference site.

Use this skill when the user wants to run tests, check test coverage, set up a test suite, parse test results, or integrate testing into CI/CD.

Use this skill when the user wants to scan code for secrets, find leaked credentials, check for hardcoded API keys, audit git history for sensitive data, or set up secret detection.

Use this skill when the user wants to profile code performance, find bottlenecks, measure execution time, analyze memory usage, or optimize slow functions.

Use this skill when the user wants to read, parse, or extract data from PDF files — text, tables, images, or metadata.

Use this skill when the user wants to automate git operations, manage branches, generate commit messages, handle PRs, set up git hooks, or implement a git workflow.