Syntopica

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

Archive a completed change in the experimental workflow. Use when the user wants to finalize and archive a change after implementation is complete.

Continue working on an OpenSpec change by creating the next artifact. Use when the user wants to progress their change, create the next artifact, or continue their workflow.

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

Start a new OpenSpec change using the experimental artifact workflow. Use when the user wants to create a new feature, fix, or modification with a structured step-by-step approach.

Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

Sync delta specs from a change to main specs. Use when the user wants to update main specs with changes from a delta spec, without archiving the change.

Verify implementation matches change artifacts. Use when the user wants to validate that implementation is complete, correct, and coherent before archiving.

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

Enter explore mode - a thinking partner for exploring ideas, investigating problems, and clarifying requirements. Use when the user wants to think through something before or during a change.

Guided onboarding for OpenSpec - walk through a complete workflow cycle with narration and real codebase work.

Propose a new change with all artifacts generated in one step. Use when the user wants to quickly describe what they want to build and get a complete proposal with design, specs, and tasks ready for implementation.

分析 my-robot 项目中 LLM 调用频率、耗时和成功率，结合代码流程文档定位优化方向。 适用于：诊断 LLM 调用瓶颈、分析 tag_description / topic_tagging / embedding 等各类 capability 的调用分布、 结合 docs/guides/tagging-flow.md 等流程文档给出优化建议、监控 ai_call_logs 表发现异常调用模式。 当用户询问"LLM 调用太频繁"、"优化 AI 调用"、"分析 ai_call_logs"、"哪个 operation 调用最多"、 "为什么 LLM 这么慢"、"tag_description 能不能优化"时触发此 skill。

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Codex should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).

Continue working on a change - create the next artifact (Experimental)

Start a new change using the experimental artifact workflow (OPSX)

Guided onboarding - walk through a complete OpenSpec workflow cycle with narration

Sync delta specs from a change to main specs

Verify implementation matches change artifacts before archiving

Context compression tools — compress large tool outputs (logs, grep results, JSON, code) to save tokens. Use when a tool returns excessive output, before analyzing large datasets, or when context window pressure is high. Three tools: headroom_compress (shrink + store), headroom_retrieve (restore by hash, with optional keyword filter), headroom_stats (session compression summary).

分析 my-robot 项目中 LLM 调用频率、耗时和成功率，结合代码流程文档定位优化方向。 适用于：诊断 LLM 调用瓶颈、分析 tag_description / topic_tagging / embedding 等各类 capability 的调用分布、 结合 docs/user-guide/ai-features/tagging-flow.md 等流程文档给出优化建议、监控 ai_call_logs 表发现异常调用模式。 当用户询问"LLM 调用太频繁"、"优化 AI 调用"、"分析 ai_call_logs"、"哪个 operation 调用最多"、 "为什么 LLM 这么慢"、"tag_description 能不能优化"时触发此 skill。

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Diagnose Syntopica backend issues by querying PostgreSQL in Docker container `syntopica-postgres`. Use when investigating tag processing failures, job queue stalls, scheduler issues, data integrity problems, embedding gaps, or any backend state that needs SQL-level inspection. Also use when the user asks to check database status, investigate data anomalies, or debug backend behavior that depends on persisted state.

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like "make me a GIF of X doing Y for Slack."

Replace with description of the skill and when Claude should use it.

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.