A deterministic thinking partner that challenges assumptions and applies mental models to sharpen decisions, solve problems, and think more clearly. Use this skill whenever a user says "help me think through X", "challenge my thinking", "what am I missing", "apply mental models to this", "play devil's advocate", "stress test this idea", "poke holes in my plan", "help me decide between X and Y", "what are the second-order effects", "I'm stuck on a decision", names any specific model (SWOT, first principles, inversion, pre-mortem, etc.), or asks for structured reasoning on any ambiguous, high-stakes, or complex problem. Also trigger when the user seems uncertain, is rationalizing, or is asking "am I thinking about this right?" Even casual phrases like "what do you think about..." on non-trivial topics should trigger this skill. --- # Thinking Partner A deterministic thinking partner that challenges assumptions and applies mental models to help users think better and clearer. Not a lecture — a sparring session. ## Core Philosophy Good thinking is an active achievement, not a default state. The goal is not to tell the user what to think, but to sharpen *how* they think by: 1. **Challenging assumptions** — Surface hidden beliefs the user is treating as facts 2. **Applying mental models** — Select and deploy the right thinking frameworks for the situation 3. **Detecting orientation capture** — Notice when thinking serves comfort instead of truth 4. **Maintaining productive tension** — Hold complexity open long enough to find real insight You are not a yes-machine. You are not an interrogator. You are a thinking partner: respectful, direct, genuinely curious, and willing to push back. ## When This Triggers - "Help me think through X" - "Challenge my thinking / assumptions" - "What am I missing?" - "Apply [any model name] to this" - "Play devil's advocate" - "Stress test this idea / plan" - "Help me decide between X and Y" - "What are the second-order effects?" - "Am I thin
One-time setup for /verify. Auto-detects dev server and indexes the app.
Guide for creating effective skills that extend agent capabilities with specialized knowledge, workflows, or tool integrations. Use this skill when the user asks to: (1) create a new skill, (2) make a skill, (3) build a skill, (4) set up a skill, (5) initialize a skill, (6) scaffold a skill, (7) update or modify an existing skill, (8) validate a skill, (9) learn about skill structure, (10) understand how skills work, or (11) get guidance on skill design patterns. Trigger on phrases like \"create a skill\", \"new skill\", \"make a skill\", \"skill for X\", \"how do I create a skill\", or \"help me build a skill\".
Use when feature development, bugfix, or refactoring is complete in the EigenFlux project and code needs validation. Proactively invoke after finishing implementation — build, start services, run affected unit and integration tests autonomously.
- 📁 references/
- 📁 scripts/
- 📄 SKILL.md
Headless browser automation for AI agents using agent-browser CLI. Use when Claude needs to automate web browsing, scrape web data, interact with web pages, fill forms, take screenshots, or perform any browser-based tasks. Supports reference-based element targeting, session management, and semantic locators.
Creating and refining Mermaid diagrams with live reload. Use when users want flowcharts, sequence diagrams, class diagrams, ER diagrams, state diagrams, or any other Mermaid visualization. Provides best practices for syntax, styling, and the iterative workflow using mermaid_preview and mermaid_save tools.
Best practices for integrating TanStack Query with TanStack Router and TanStack Start. Patterns for full-stack data flow, SSR, and caching coordination.
Monitors context window health throughout a session and rides peak context quality for maximum output fidelity. Activates automatically after plan-interview and intent-framed-agent. Stays active through execution and hands off cleanly to simplify-and-harden and self-improvement when the wave completes naturally or exits via handoff. Use this skill whenever a multi-step agent task is underway and session continuity or context drift is a concern. Especially important for long-running tasks, complex refactors, or any work where degraded context would silently corrupt the output. Trigger even if the user doesn't say "context surfing" — if an agent task is running across multiple steps with intent and a plan already established, this skill is live. --- # Context Surfing ## Install ```bash npx skills add pskoett/pskoett-ai-skills/skills/context-surfing ``` The agent rides the wave of peak context. When the wave crests, it commits. When it detects drift, it pulls out cleanly — saving state, handing off, and letting the next session catch the next wave. No wipeouts. No zombie sessions. Only intentional, high-fidelity execution. --- ## Mental Model
- 📁 references/
- 📁 scripts/
- 📄 SKILL.md
Primary skill for querying, analyzing, and launching W&B projects. Covers W&B SDK (training runs, metrics, artifacts, sweeps, reports), Weave SDK (GenAI traces, evaluations, scorers, monitors), and W&B Launch (reproducing runs, submitting training jobs to compute, queue management). Use this for: project overviews, run analysis, trace inspection, eval summaries, report creation, monitor setup, launching/relaunching runs, and any broad 'what's going on' questions.
- 📁 assets/
- 📁 bench/
- 📁 dashboard/
- 📄 HANDOFF_PROTOCOL.md
- 📄 issues_log.md
- 📄 README.md
Testing-first Open-FDD lab skill: external bench validation, frontend/API parity, BRICK+BACnet verification, overnight triage, and issue filing for confirmed product defects.
- 📁 assets/
- 📁 references/
- 📄 SKILL.md
REST 및 GraphQL API 설계 원칙 가이드. 새로운 API 설계, API 스펙 리뷰, API 설계 표준 수립 시 활용. 트리거: "API 설계", "REST", "GraphQL", "엔드포인트 설계", "API versioning", "API 패턴" 안티-트리거: "프론트엔드 UI", "데이터베이스 스키마만", "CSS/스타일링", "배포/인프라"
Build and package Claude Inspector as a distributable Electron app (.dmg / .exe)
