Bootstrap, maintain, and evolve context networks across their full lifecycle. Use when starting a new project, when existing documentation feels scattered, or when agent…
Apply optimization techniques to extend effective context capacity. Use when context limits constrain agent performance, when optimizing for cost or latency, or when impl — from…
Context Optimization - Orchestrate RPI workflow TODO generation with interactive scoping
Format and structure data files for optimal Claude reasoning and extraction. Use when: (1) Preparing documents/data for Claude analysis, (2) User asks to 'optimize context' or…
Automatically optimizes context window usage when filling up (>70%). Uses hierarchical summarization, selective file loading, and intelligent compaction to maintain conversation…
Algorithm for assembling a small, deterministic set of relevant wiki pages to load before any /query, /ingest, or synthesis operation.
Build a compact, high-signal context brief (files, symbols, recent commits) instead of pasting large code blocks
Parallel historical context gathering using G-4 CONTEXT. Deploy 6 probes to gather all relevant context before complex work.
Solve context fragmentation across Claude sessions. Use when users mention re-explaining themselves, losing conversation context, starting over, "you forgot," context loss,…
Waypoint plans methodology and session survival patterns for Claude Code. Use when working on long-running features, need to resume after context reset, want to document task…
Use when designing stateless execution contracts, applying context compression strategies, or auditing context budget governance
State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.
Context preservation patterns for storing work results and session context via an MCP-compatible context server.
Automatically save and restore development context to minimize cognitive load when resuming work. Use when switching tasks, taking breaks, or returning after interruptions.
Load full project context before starting work. Use at the beginning of any session, when switching projects, or when the agent seems to have lost context about the codebase.
Query past decisions, bets, learnings, and documents by topic
Emit privacy-safe receipts for context selection, deferral, hydration, compaction, pruning, delegation, usage attribution, and boundary handoffs.
Use at the start of every session, and especially after context compaction or a cold restart. Fires as the first action, before engaging with the user's opening message.
Inicjalizacja i odświeżenie kontekstu projektu. Intencje: załaduj/odśwież kontekst, wczytaj dokumenty startowe, sprawdź stan repo.
Restore previous session state from Serena MCP checkpoints. Retrieves checkpoint by ID or auto-selects most recent, deserializes context, restores command/skill/phase/wave state.
EN: Triggered when user says "restore context", "continue", or similar in English. ZH: 当用户说中文"恢复上下文"、"恢复"、"接着"、"继续之前的工作"时触发。 IT: Si attiva quando l'utente dice "ripristina…
Retrieve relevant episodic context from memory for informed decision-making. Use when you need past episodes, patterns, or solutions to similar tasks.
Deterministic 3-cycle loop for gathering codebase context before acting. Broad search → exact source and tests → target-specific docs and setup.
Context retrieval patterns for accessing session context via an MCP-compatible context server. Provides patterns for browse and retrieve, hybrid search, semantic search, and…
Review CLAUDE.md files for quality, efficiency, and structure. Use when auditing LLM context files, checking documentation organization, preparing for context optimization, or…
Personal knowledge base integration via Obsidian vault. Provides semantic search, note retrieval, and context loading for Claude Code sessions.
Intelligent intent detection and skill routing gateway. Analyzes user prompts for keywords, patterns, and project context to automatically activate the correct specialized skill.
Determines minimal context and routes tasks to the correct prompts, agents and tools.
Save decision, bet, or learning to the context registry
Generate comprehensive context-setting markdown files for coding tasks by intelligently exploring codebase and structuring work with ROLE, CONSTRAINTS, STYLE, file reading order,…
Split large CLAUDE.md into child files. Use when context files exceed line limits, are too verbose, or cover multiple distinct topics that should be separate.
Checks current context window usage and provides recommendations. Use when sessions feel slow, responses seem degraded, or before starting complex work.
Use this when an agent finishes work and must publish its context summary for downstream consumers, when publishing an early DRAFT for same-wave peers, preserving revision history…
Synchronize project documentation after track completion. Use when a track reaches completed status and product, tech-stack, or guidelines documents may need updates.
Update CLAUDE.md files to improve efficiency and structure. Use when optimizing LLM context files, implementing review recommendations, splitting large files, or adding design doc…
项目上下文自动更新器。当新增功能、重构代码、修改架构时触发，确保 project_context.md 保持最新。触发词：新功能, 重构, 架构变更, 新模块, 新系统, 完成实现。
Validate CLAUDE.md structure, formatting, and quality. Use when checking context files for compliance, ensuring proper structure, or verifying before commits.
Lossless Group's framework for managing context-v/ directories in any project. Use whenever creating, updating, or organizing files in any context-v/ folder (specs, prompts,…
Assess the health of your current Claude session context and get a clear action recommendation — no technical metrics needed.
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management — from…
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management — from…
Use when context window is filling up, when agent responses degrade in quality over a long session, when deciding what to load into an agent's context vs keep in files, or when…
Takes the active conversation as reference to understand how a skill can be created, with all the lessons learned from the users need in the conversation.
Decide between Context Tag witness and capability patterns for dependency injection, understanding coupling trade-offs
새 작업 요청 시 기존 작업과의 맥락 유사성을 판단하고, 비유사한 경우 자동으로 git worktree를 생성하여 새 브랜치에서 작업합니다. 작업 시작, 새 기능 구현, 다른 이슈 작업 시 자동 활성화됩니다.
Dependency vetting before installation or update. Use when the agent needs to choose, compare, update, or install a library or package and should first verify stability,…
Use the local Context7 CLI in this repo to search libraries and fetch Context7 context for skills or documentation tasks.
Fetches up-to-date documentation for technologies used in the Personal AI Employee project via Context7 MCP server.
Skill para usar Context7 y obtener documentación y ejemplos actuales sobre Flutter (API, widgets, patterns y migraciones).
Use when Codex needs curated documentation context or outlines from the Context7 MCP server.
Use when integrating Context7 (knowledge/context store) for document ingestion, semantic search, or scoped context retrieval.
Always use Context7 MCP to fetch up-to-date library/API documentation before generating code that depends on external libraries or config.
To fetch up-to-date docs and code examples from Context7 for a known library, query by a resolved library ID after running resolve-library-id (max 3 calls).
To find the Context7-compatible library ID for a package or product name, resolve the library ID before querying docs unless the user already provided an /org/project ID (max 3…
Use when managing Context7 CLI skills with npx ctx7 (search, install, list, remove, info).
Context7 plugin for latest library documentation. Auto-activates when docs, documentation, latest version, official docs, API reference, or library help is needed.
any input (code, docs, papers, images, videos) to knowledge graph. Use when user asks any question about a codebase, documents, or project content - especially if graphif — from…
Write contextual commits that capture intent, decisions, and constraints alongside code changes. Use when committing code, finishing a task, or when the user asks to commit.
Advanced contextual pattern recognition with project fingerprinting, semantic similarity analysis, and cross-domain pattern matching for enhanced learning capabilities
Build students' capacity to place historical documents in their temporal and social context. Use when students read sources without considering what was happening at the time, or…