Spec-driven development with built-in verification for substantial projects. Use when user wants to plan a project, scope a feature, build something with structure, or says "GSD mode", "let's plan", "
Conduct open-ended research on a topic, building a living markdown document. Supports interactive and deep research modes.
Manage and track autonomous AI research projects with state logging, instruction queues, agent coordination, and progress monitoring via SQLite.
App Store Optimization (ASO) specialist skill for mobile apps. Use this skill whenever the user mentions ASO, app store ranking, keyword optimization for app...
Manage and monitor remote GPU servers via SSH with GPU, disk, process status, alerts, log tailing, file sync, and health diagnostics.
This skill should be used when the user asks to "add schema markup", "generate structured data", "JSON-LD", "rich snippets", "FAQ schema", "HowTo schema", "P...
Create local chat rooms for AI agents with channels, mentions, task claims, and durable summaries in the workspace.
--- name: spf-write-plan description: Use when you have a spec or requirements for a multi-step task, before touching code --- # Writing Plans ## Overview Write comprehensive implementation plans a
Advanced web scraping with Scrapling — MCP-native guidance for extraction, crawling, and anti-bot handling. Use via mcporter (MCP) to call the `scrapling` MC...
Build tai chi practice plans, improve form, and track balance-focused sessions with safe progressions, concise coaching cues, and weekly reviews.
Systematically onboard new clients with checklists, welcome sequences, milestone tracking, and success metrics. Reduce churn by nailing the first 90 days.
Meta-cognitive reasoning skill that makes any AI agent dramatically better at decision-making by thinking backwards before acting forward. Applies Munger's I...
Generate images from text with multi-provider routing — supports Nanobanana 2, Seedream 5.0, GPT Image, and local ComfyUI workflows. Includes 1,300+ curated...
Monitor F5-TTS distributed training on the 9-GPU mining rig (Local-LLM) without interfering with the process.
Frames coding-agent work sessions with explicit intent capture and drift monitoring. Use when a session transitions from planning/Q&A to implementation for c...
Design and ship browser-playable games from no-build Three.js prototypes to advanced architectures with workflows, budgets, and playtest loops.
Associative memory with spreading activation for persistent, intelligent recall. Use PROACTIVELY when: (1) You need to remember facts, decisions, errors, or...
The only agent framework that improves itself while you sleep. Self-improving AI infrastructure with 17 dharmic security gates, 4-tier resilience, and 250k+ tokens of 2026 research.
工程问题的自动化迭代实验室。给定一个 idea 或工程问题，自动调研方案、设计实现、验证效果、迭代优化，结果存入 Notion。触发词："idea-lab"、"实验
Manage PagerDuty incidents, on-call schedules, services, and maintenance windows directly from your agent.
Run a Duolingo-like multi-topic learning system with AGENTS routing, lesson loops, streaks, and spaced review.
Design and build any search engine with robust indexing, retrieval logic, relevance controls, and evaluation workflows for production systems.
This skill should be used when the user asks to "analyze search results", "SERP analysis", "what ranks for", "SERP features", "why does this page rank", "wha...