Productivity
clawdi
Cross-agent long-term memory and session history capturing user preferences, coding habits, projects, past bugs, architecture decisions, and conversations across multiple agents. S…
Productivity
bettermemory
Verification-grade memory between sessions. Use bettermemory's MCP tools (memory_search, memory_show, memory_write, memory_verify, memory_record_use, etc.) instead of writing to fi…
Productivity
context-bundler
Interactively creates technical bundles of code, design, and documentation for external review or context sharing. Conducts brief discovery to confirm targets and format, then pack…
Productivity
draft-learn
Captures learnings, decisions, or reminders into the Draft workspace. Accepts free-form text, structured tags, or runs a short conversational flow when invoked without arguments. R…
Productivity
claude-md-customizer
Conducts conversational interviews to understand technical background, development style, and AI collaboration preferences, then generates an optimized context file. Use when users…
Productivity
context-restoration
Restore previous session state from Serena MCP checkpoints. Retrieve checkpoint by ID or auto-select the most recent, deserialize context, and restore command/skill/phase/wave stat…
Productivity
context-router
Intelligent intent detection and skill routing gateway. Analyze user prompts for keywords, patterns, and project context to automatically activate the correct specialized skill. Fa…
Productivity
lean-ctx
Context runtime providing 48 MCP tools, 10 read modes, 90+ shell patterns, and tree-sitter AST support for 18 languages. Compresses context up to 99%. Use for file operations, shel…
Productivity
draft-profiles
Manages Draft profile lifecycle including listing, creating, renaming, and deleting named workspaces. Each profile maintains an independent context directory at ~/.draft/workspaces…
Productivity
draft-load-team
Imports the latest team context from the shared GitHub repository into the local context directory. Reads CHANGES.jsonl, filters entries since the last load, and writes updated con…
Productivity
exploration-session-brief
Interactive co-authoring skill that captures and refines core intent—whether for a software app, process improvement, research analysis, or strategic roadmap—through context gather…
Documentation
claude-md-manager
Create, edit, and organize project context files. Recommends keeping files under 50 lines with detailed rules modularized into separate rule or skill files. Handles requests to cre…
Productivity
memory-manager
Implements the 3-step Memory-First Protocol (Research, Response, Learning). Apply at task start to retrieve past context and at completion to persist new conventions, architectural…
Productivity
xantham-memory
Retrieves relevant project, feedback, and profile context from memory before generating non-trivial replies on Telegram. Grounds responses in actual state rather than assumptions a…
Web
react-composition
Scale React composition patterns for components with many boolean props. Refactor to flexible APIs using compound components, render props, context providers, and modern component …
Automation
agentforce-multi-turn-patterns
Designs Agentforce conversations that span multiple turns without losing context: session variable scoping, conversation memory, clarifying-question patterns, topic-to-topic handof…
Productivity
chat
Handle context-aware project discussion, navigation, and lightweight edits. Covers plans, retrospectives, status updates, and routine chores without invoking heavier skills. Opens …
Productivity
skill-manager
Detect project tech stack and disable irrelevant skills to reduce context usage. Activate on requests to manage skills, optimize skills, disable irrelevant skills, or identify rele…
Productivity
context-retrieval-loop
Run a deterministic 3-cycle loop for gathering codebase context before acting: broad search, exact source and tests, then target-specific docs and setup. Stop after sufficient cont…
General
listen
Practice deep receptive attention to capture intent beyond literal words. Clarify assumptions, track full context across literal, procedural, emotional, and meta layers, reflect un…
Productivity
deep-mem
Search and retrieve stored knowledge and conversation history with progressive disclosure. Activate for memory lookups, recalling past context, or when users reference saved inform…
General
instar-identity
Establish and recover persistent agent identity that survives context compaction, session restarts, and autonomous operation. Use when an agent needs to know who it is or recover a…
Design
ui-context-and-scope
Use lines, regions, color areas, breadcrumbs, and scope labels to show users their current location, operating context, and action impact. Especially valuable in deep navigation or…
General
aif-evolve
Self-improve skills using project context, patches, and codebase patterns. Analyzes past issues and successes to refine capabilities and prevent recurrence. Use to enhance project-…
Research
zitat-und-kontextaufnahme
Capture the exact wording, screenshot context, medium, audience, occasion, prior history, sequence, repetition, visibility, and purpose of a statement. Foundation for any defamatio…
Automation
agentforce-agent-handoff-patterns
Designs how an Agentforce agent transfers conversations to humans (Omni-Channel), other agents, or alternate workflows, including context packages, deflection, escalation triggers,…
Documentation
claude-md-generator
Generate or update a project context file from a codebase scan. Writes a focused file under 100 lines containing only the non-obvious build commands, conventions, and gotchas neede…
Documentation
glossary
Build or update a CONTEXT.md domain glossary for the current project. Establishes shared vocabulary with term definitions, avoid-aliases, and relationships so agents use consistent…
Research
literature-tracker
Tracks papers, studies, datasets, and sources shared or discussed in research email threads, building a structured reading list with context on why each item surfaced and what foll…
Productivity
fare-task-pickup
Pick up a task from backlog following process: select by priority/blockers/assignee, review all linked specs/ERDs/API docs/Figma, set status to IN_PROGRESS with scope comment. Cont…
Productivity
replay-learnings
Restore past collaboration history at session start by pulling context from all project folders. Use proactively for non-trivial work, reopened projects, or when prior decisions ar…
Automation
marshal
Meta-orchestrator that converts broad, specific, or vague instructions into chained actions by gathering context from codebases, docs, and memory. Only queries the user when genuin…
AI / ML
honcho
Configure and manage Honcho memory for cross-session user modeling, multi-profile peer isolation, observation settings, dialectic reasoning, session summaries, and context budget e…
Research
ce-slack-research
Search Slack for organizational context such as decisions, constraints, and discussion threads. Returns a research digest with cross-cutting analysis and value assessment, not raw …
Automation
claude-cli-agent
Sub-agent system for persona-based analysis. Use when piping large contexts to models for security audits, architecture reviews, QA analysis, or specialized tasks requiring a fresh…
General
my
Inspects and configures the agent's runtime state including model, context window, token usage, and web settings. Use for diagnostics, resource checks, or adapting behavior across …
Productivity
myco
Capture design decisions, trade-offs, and reasoning behind code when debugging, planning, or revisiting features. Provides context on prior work, vault knowledge, and institutional…
Productivity
zylos-memory
Maintain persistent memory across sessions using tiered markdown files based on the Inside Out model. Handles memory sync, session rotation, consolidation, and context-aware state …
Productivity
5h1w
Apply the 5W1H framework to gather missing context (Who, What, When, Where, Why, How) before coding. Trigger on explicit use or when two-plus dimensions are absent; otherwise ask i…
Productivity
pre-compact
Performs pre-compaction housekeeping: updates persistent memory, cleans git state and trash, runs an open-judgment audit, and outputs an SBAR with go/no-go guidance plus a resume p…
Business
kanzlei-kontext-analyse
Captures firm size, practice areas, client structure, in-house counsel context, international mandates and existing IT providers to derive precise tailoring needs for AI usage poli…
Design
figma-use
Required before every write or unique read action on Figma files. Loads context needed for node creation, editing, variable setup, component building, and programmatic file inspect…
AI / ML
ozm-context-engineering
Apply to context engineering: compression, budgeting, progressive disclosure, large-output routing, filesystem-backed context, post-compaction recovery, and long-horizon memory hea…
AI / ML
building-with-agent-memory
Build persistent memory systems for AI agents using Mem0, claude-mem, or custom implementations. Use when adding conversation memory, user preferences, or contextual recall to agen…
AI / ML
agent-brain
Maintains persistent cross-session memory and digital twin context: loads prior state on start, saves summaries on commit, syncs to cloud storage, and retrieves historical decision…
Productivity
context-compression
Use when the user asks to compress context, summarize conversation history, implement compaction, reduce token usage, or mentions context compression and long-running agent session…
Productivity
working-context
Loads and updates PlanGate TASK-XXXX work context using progressive disclosure. Use on session resume, phase transitions, or when updating status.md, current-state.md, or handoff.m…
Documentation
context-engineering-state
Current state of memory, context, and Skills architecture as of late 2025. Load when discussing context engineering, Skills, userMemories, or troubleshooting context loading issues…
Documentation
write-milestone-brief
Synthesize conversation context into a milestone brief saved as M###-CONTEXT.md by default. Use when converting discussion into a PRD or committing plans to a documented artifact.
Productivity
mycelium
File-level knowledge substrate using git notes. Read notes before editing files and append notes after meaningful work. Daimonic spores preserve creator identity across sessions.
Productivity
context-checkpoint
Save, compress, version, encrypt, and resume full chat context when approaching token or message limits. Use for long conversations or when the user requests to save progress.
Productivity
context-checkpoint
Save, compress, version, encrypt, and resume full chat context when approaching token or message limits. Use for long conversations or when the user requests to save progress.
Productivity
context-restore
Trigger when the user says "restore context", "continue", or similar in English; "恢复上下文", "恢复", "接着", or "继续之前的工作" in Chinese; or "ripristina contesto", "continua" in Italian.
Productivity
opencontext
Provide persistent memory and cross-session context for agents. Stores conclusions, maintains continuity across repositories and dates, and supports document search workflows.
Productivity
ticket-context
Fetch structured context from Jira, Confluence, and GitHub issues/PRs. Auto-loads on ticket keys, URLs, or references and returns titles, descriptions, criteria, and comments.
Productivity
repomix
Packages entire repositories into single AI-ready files with customizable filters, multiple output formats, token counting, and structure preservation for analysis or audits.
Engineering
preserve-coding-agent-context-by-sandboxing-bulky-tool-output-an
Wraps tool-heavy workflows with sandboxed execution, indexed session history, and targeted retrieval so agents retain context without reloading raw outputs after compaction.
Documentation
intent-layer
Establishes hierarchical intent layers using AGENTS.md files. Apply when initializing projects, adding context infrastructure, or making codebases understandable to agents.
Engineering
grill-plan
Challenges a plan against the domain model and prior decisions, refines terminology, cross-references code, and records updates to CONTEXT.md and ADRs as choices solidify.
Research
gemini-exploration-patterns
Apply large-context strategies for codebase exploration. Covers token thresholds, model selection, and routing decisions between different context sizes and capabilities.
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