发现 Skills

Strategy for solving constraint optimization problems on spatial maps. Use when you need to place items on a grid/map to maximize some objective while satisfying constraints.

Règles comportementales pour éviter les erreurs courantes des LLM dans Claude Cowork. S'active pour TOUTES les tâches (documents, spreadsheets, présentations, scripts, automatisations). Basé sur les observations d'Andrej Karpathy - assumptions silencieuses, overcomplexité, modifications non demandées. Utiliser pour toute tâche impliquant création de fichiers, édition, ou automatisation multi-étapes.

Create and manage Claude Code hooks for automating workflows, validating inputs, and customizing behavior. Use when users request to create hooks, set up automation for tool usage (PreToolUse, PostToolUse), add session context (SessionStart), validate prompts (UserPromptSubmit), control stopping behavior (Stop, SubagentStop), or configure permission handling (PermissionRequest).

Writes, reviews, and refactors Python code following modern best practices. Specializes in Python 3.12+, uses uv for project management, comprehensive type hints, prefers polars over pandas for data processing, uses pydantic for validation and parsing, and pytest for testing. Use when working with Python code.

Systematic debugging approaches for complex problems

Converts Docker Compose configurations to NixOS modules using the dendritic pattern with Arion. Creates modules with system users, sops secrets, Arion docker-compose config, and Tailscale integration. Use when converting docker-compose.yaml files to NixOS modules or creating new Arion-based services.

Provides knowledge about the specifications and usage of the Claude Code CLI. Answer questions about plugin development, skills, slash commands, subagents, hooks, LSP, MCP, permission settings, session management, agent teams, background agents, Git Worktree, and session teleport. Use when the user asks about Claude Code, plugins, skills, slash commands, subagents, hooks, LSP, MCP, permissions, sessions, plan mode, agent teams, background agents, worktree, or teleport. Also use when the user uses phrases like "about Claude Code", "plugin development", "skill definition", "hook configuration", or "permission settings".

Implement tasks from an OpenSpec change. Use when the user wants to start implementing, continue implementation, or work through tasks.

Design pegRNAs for prime editing using PrimeDesign algorithms. Generate spacer, PBS, and RT template sequences for precise genomic modifications without double-strand breaks. Use when designing prime editing experiments for precise insertions, deletions, or point mutations.

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Shotgun metagenomics profiling — taxonomy, resistome, and functional pathways

Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.

OSINT username search across 400+ social networks. Hunt down social media accounts by username.

Build a situation-appropriate text prospecting sequence with timing, tone, and per-touch templates. Trigger this skill when you need to: - Text a prospect after a networking event or trade show meeting ("text message prospecting", "text after meeting") - Follow up on a hot inbound lead via SMS ("text a prospect", "SMS sales") - Rescue a no-show appointment with a text ("post-no-show text") - Send a text after leaving a voicemail ("text after voicemail", "post-vm text") - Know when it is and is not appropriate to text a prospect ("when to text a prospect") - Build a text sequence with correct timing and cadence ("text sequence", "mobile outreach") - Check whether a draft text message violates the 7 professional text rules - Understand the Bridge-Because pattern adapted for short-form text NOT for: writing a cold text to a complete stranger (text requires permission earned through prior contact — use cold-call-opener-builder or prospecting-message-crafter first). This skill assumes you have a legitimate reason to text: you met the person, they engaged with your content, or they came in as a warm inbound lead.

This skill should be used when the user asks to "follow someone on Clawbook", "unfollow a user", "subscribe to a Clawbook user", "follow an agent", or needs to manage follow relationships on the Clawbook Network.

Convert Markdown text to DOCX, PPTX, XLSX, PDF, PNG, HTML, IPYNB, MD, CSV, JSON, JSONL, XML files, and extract code blocks in Markdown to Python, Bash,JS and etc files.

Release a new version of atomic-agents to PyPI and GitHub. Use when the user asks to "release", "publish", "deploy", or "bump version" for atomic-agents.

Build GPA goals and a personal development plan from business priorities, boss hierarchy goals, prior-year context, and role templates. Use when you need a repeatable workflow to draft 5 business goals, 3 foundation goals, and a PDP with SWOT and leadership sections.

Searches Google to discover social media profiles associated with a person, brand, or username; returns platform name, profile URL, username, bio snippet, and follower count across X, Instagram, Facebook, LinkedIn, TikTok, YouTube, Pinterest, Reddit, Snapchat, Threads, and more. Use when user wants to find someone's social media accounts, look up social profiles, discover where a person is active online, find brand social media pages, search social accounts by name, track digital footprint, find influencer profiles, check a company's social presence, locate a public figure's profiles, social media lookup, social media finder, find accounts across platforms, social profile search, online presence discovery, who is this person on social media, what social media does X use, find username across platforms.

This skill helps users automatically extract structured article details and full content from Zhihu via the BrowserAct API. The agent should proactively apply this skill when users express needs such as: searching for Zhihu articles on a specific topic, tracking industry trends on Zhihu, monitoring public relations or sentiment on Zhihu, collecting competitor updates, getting the latest reports on specific keywords, monitoring brand exposure in Zhihu media, researching market hot topics, summarizing daily Zhihu industry news, retrieving hot events from the past week, extracting structured data for market research, finding full Zhihu articles for AI agents, or extracting the full article body from Zhihu links.

Minimal UI/UX rules for BuckyOS control_panel: pick a style, build a design system, and keep RPC-aligned.

Agent MUST load design.kb/ directories and layered design documentation

Applies Next.js App Router route handler patterns. Use when creating or refactoring route.ts files, implementing API endpoints, validating request inputs, and returning standardized JSON responses with proper status codes.

Run and troubleshoot tests for DBHub, including unit tests, integration tests with Testcontainers, and database-specific tests. Use when asked to run tests, fix test failures, debug integration tests, or troubleshoot Docker/database container issues.