Compresses context for long sessions by writing state to disk and clearing working memory. Use when context is high/critical or before complex multi-step work.
Idioma do texto original: inglês
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Compresses context for long sessions by writing state to disk and clearing working memory. Use when context is high/critical or before complex multi-step work.
Idioma do texto original: inglês
Manually trigger context save when auto-compact fails in VSCode/Cursor extensions. Use when context is high and you need to preserve state before starting fresh.
Idioma do texto original: inglês
Recommends context compression strategies for bloated or quota-heavy sessions. Use when context feels sluggish or quota burns faster than expected.
Idioma do texto original: inglês
Set up conditional documentation loading to prevent context pollution. Use when organizing project docs, implementing progressive disclosure, or reducing CLAUDE.md token consumption with on-demand loading.
Idioma do texto original: inglês
Use when accessing Automattic work context (Linear, Slack, P2s, Zendesk, TeamCity, etc.). Triggers include questions about issues, messages, posts, tickets, builds, or any Automattic internal systems.
Idioma do texto original: inglês
Agente de contexto para continuidade entre sessoes. Salva resumos, decisoes, tarefas pendentes e carrega briefing automatico na sessao seguinte.
Idioma do texto original: Vários idiomas
Audit current context composition and identify optimization opportunities. Use when context window is overloaded, agents are underperforming, or applying the R&D framework to optimize token usage.
Idioma do texto original: inglês
Comprehensive quality audit for CLAUDE.md context files. Use when performing thorough quality checks, preparing for releases, ensuring context efficiency, or verifying token optimization.
Idioma do texto original: inglês
Synchronize task state and metadata across Claude, Cursor, and Factory Droid sessions. Use when handing off tasks between platforms, sharing plans, or updating external trackers like Linear or Jira.
Idioma do texto original: inglês
Tracks approximate context window usage during a session. Reports estimates periodically and warns when approaching limits so you can summarize, compress, or hand off before losing important context to truncation.
Idioma do texto original: inglês
Context budget tracking and skill loading limits for agent sessions. Monitors token consumption per agent, enforces preloading limits, and alerts on context bloat. Use when spawning agents, configuring skill preloading, or optimizing token usage.
Idioma do texto original: inglês
Build BUSINESS.md and ICP.md context files for a ghostwriting client from raw info, notes, a website, or a call transcript. Asks clarifying questions if info is missing. Use when user wants to "build context files", "set up a new client", or create…
Idioma do texto original: inglês
Zbiera, zapisuje i ładuje kontekst osobisty i firmowy w 20 warstwach informacyjnych. Tryb zapisu: "zapamiętaj że...", "zapisz że...", "zanotuj...", "dodaj do kontekstu...". Tryb briefingu: "zbierz kontekst o...", "przeprowadź wywiad o...", "uzupełnij…
Idioma do texto original: polonês
Context compression and summarization methodology. Techniques for reducing token usage while preserving decision-critical information.
Idioma do texto original: inglês
High-fidelity context transfer protocol for moving conversations between AI agents. Preserves decision tempo, open loops, and critical context with graceful degradation. Use when the user says "transfer," "handoff," "continue this in another chat," or needs…
Idioma do texto original: inglês
Use when starting a complex task to load relevant context from Memory MCP and suggest appropriate skills based on task type.
Idioma do texto original: inglês
This skill should be used when the user asks to "diagnose context problems", "fix lost-in-middle issues", "debug agent failures", "understand context poisoning", or mentions context degradation, attention patterns, context clash, context confusion, or agent…
Idioma do texto original: inglês
Use this skill when working with Conductor's context-driven development methodology, managing project context artifacts, or understanding the relationship between product.md, tech-stack.md, and workflow.md files.
Idioma do texto original: inglês
[Utilities] Load project context for current session
Idioma do texto original: inglês
Optimize Claude Code context usage through monitoring, reduction strategies, progressive disclosure, planning/execution separation, and file-based optimization. Task-based operations for context window management, token efficiency, and maintaining…
Idioma do texto original: inglês
Context engineering knowledge base — context stack architecture (8-layer model), memory engineering (taxonomy, CRUD, conflict resolution, compression), agent harness patterns (init/continuation, state blobs, token budgeting, caching, failure modes), RAG…
Idioma do texto original: inglês
Context engineering knowledge base for designing context stacks, memory, retrieval, orchestration, and AI system reliability in a Windsurf-compatible way.
Idioma do texto original: inglês
Context engineering knowledge base for designing context stacks, memory, retrieval, orchestration, and AI system reliability in a Codex-compatible way.
Idioma do texto original: inglês
Principles for designing context-efficient AI agents and tools. Use when designing LLM tools, agents, MCP servers, or multi-agent systems.
Idioma do texto original: inglês
Optimize context windows, manage token budgets, compress context, and create effective handoff documents for long-running multi-agent workflows
Idioma do texto original: inglês
Manage filesystem context for large data offloading, cross-session state persistence, and token optimization. Use when managing persistent state, offloading large context, or reducing token usage across sessions. Includes write-once/read-selective patterns,…
Idioma do texto original: inglês
Strategies for managing LLM context windows effectively in AI agents. Use when building agents that handle long conversations, multi-step tasks, tool orchestration, or need to maintain coherence across extended interactions.
Idioma do texto original: inglês
Advanced 2026 context curation patterns (Nvidia Eureka, Context Hygiene, RLMF) for autonomous agents.
Idioma do texto original: espanhol
Optimize context windows and token usage for LLM efficiency.
Idioma do texto original: inglês
Specifies rules for managing context files, including the master project context and supplementary files, emphasizing stability and change management.
Idioma do texto original: inglês
Use when storing decision traces, querying past precedents, or implementing learning loops. Load in COMPLETE state or when needing to learn from history. Covers semantic search with Voyage AI embeddings, ChromaDB for cross-platform vector storage, and pattern…
Idioma do texto original: inglês
Creates context handoff documents for session continuity. Use when ending sessions, switching tasks, or handing off work.
Idioma do texto original: inglês
Use when validating or diagnosing the cortex environment (consistency, duplicates, redundancy, optimization) - provides a diagnostic workflow and reporting structure for context health checks.
Idioma do texto original: inglês
Design memory hierarchy with progressive loading for optimal context management. Use when organizing CLAUDE.md imports, implementing just-in-time context loading, or designing priming hierarchies for agents.
Idioma do texto original: inglês
Use Context Hub (chub) for curated, versioned API/SDK docs and agent skills. Keep OpenAI tasks on official docs first (via `openai-docs` in Codex).
Idioma do texto original: inglês
Use Context Hub (chub) for curated, versioned API/SDK docs and agent skills. Keep OpenAI tasks on official docs first.
Idioma do texto original: inglês
Explains how SpecWeave achieves context efficiency through Claude's native progressive disclosure and sub-agent parallelization. Use when asking about token usage, context management, or how SpecWeave scales with large projects. Leverages Claude's built-in…
Idioma do texto original: inglês
Proactive context window management via token monitoring, intelligent extraction, and selective rehydration. Features predictive budget monitoring, context health indicators, and priority-based retention. Use when approaching token limits or needing to…
Idioma do texto original: inglês
Audit and manage the full project context landscape: CLAUDE.md memory hierarchy, project documentation, markdown footprint, and content overlap. Detects project type, scores quality, flags stale docs, and reports total context cost. Trigger with 'audit…
Idioma do texto original: inglês
Audit and manage the full project context landscape: CLAUDE.md memory hierarchy, project documentation, markdown footprint, and content overlap. Detects project type, scores quality, flags stale docs, and reports total context cost. Trigger with 'audit…
Idioma do texto original: inglês