Skills

用于多步骤 AI 代理工作的持久化文件规划系统。将 task_plan.md、findings.md 和 progress.md 保存在磁盘上，生命周期钩子会注入选定的项目规划上下文。自动恢复只读取项目规划文件。只有显式运行 session-catchup.py --metadata…

用於多步驟 AI 代理工作的持久化檔案規劃。將 task_plan.md、findings.md 與 progress.md 保存在磁碟上，生命週期鉤子會注入選定的專案規劃內容。自動恢復只讀取專案規劃檔案；只有明確執行 session-catchup.py --metadata…

Take an issue through to a PR in this repo and close it out after merge.

Run this repo's pre-push gate and fix it when it goes red.

Design or change REA investigation tools, CLI/MCP contracts, provider capabilities, and Evidence semantics.

Fully automate a coding task with make-plan, do, and babysit.

Use verified service mesh patterns for AI inference traffic management, mTLS, canary releases, policy enforcement, and cross-cluster resilience.

Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster.

Run structured AI red team exercises for jailbreak resistance, data exfiltration risk, harmful output controls, and agent tool abuse resilience.

Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.

Review Talon tool placement and defensive prompts when requested or when adding or changing tools or subagents; apply confirmed changes and verify active…

Measure mesh files against Design for Additive Manufacturing (DfAM) rules and report printability findings per process (FDM, SLS, SLA/DLP, metal PBF, MJF).

Design-for-manufacturing review of a part for sheet metal, CNC machining, or injection molding - bends, reliefs and flat patterns; machining access, internal…

Generate, regenerate, and validate 2D DXF drawings from Python build123d sources.

Make an engineering drawing of a part as a PDF - orthographic views with hidden lines and centre marks, real dimensions, hole callouts, notes and a title…

Slice 3D models into printer-ready G-code with OrcaSlicer, the open-source slicer with built-in profiles for most FDM printers (Prusa, Bambu Lab, Creality…

SDFormat/SDF model and world authoring, validation, and simulator handoff.

Review DXF and STEP/STP uploads for SendCutSend.com orders using its ordering guide, catalog, and specs.

MoveIt2 SRDF authoring, validation, and planning-semantics workflow.

URDF robot description authoring and validation.

Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, or tool integrations.

Analyze a codebase to produce an interactive knowledge graph for understanding architecture, components, and relationships

Core agent-browser usage guide.

Automate Electron desktop apps (VS Code, Slack, Discord, Figma, Notion, Spotify, etc.) using agent-browser via Chrome DevTools Protocol.