ktg-one
from GitHub
数据与AI
- 📁 references/
- 📄 .gitignore
- 📄 CHANGELOG.md
- 📄 LICENSE
CONTEXT: Cognitive Order Normalized in Transformer EXtract Truncated. Cross-model context handoff via Progressive Density Layering, MLDoE expert compression, Japanese semantic density, and Negentropic Coherence Lattice validation. Creates portable carry-packets that transfer cognitive state between AI sessions. Use when context reaches 80%, switching models, ending sessions, user says save, quicksave, handoff, transfer, continue later, /qs, /context, or needs session continuity.
Use ctxgrep for local semantic search, hybrid retrieval, and memory extraction across documents, notes, and project context. Triggers on: context retrieval, knowledge search, memory lookup, decision recall, document search, context packing, "what did we decide", "find relevant notes", "search project docs". --- # ctxgrep ## When to use this skill Use this skill when you need to search documents or notes, recall past decisions/preferences/constraints, assemble context bundles within token budgets, or search across a local knowledge base using exact, regex, semantic, or hybrid queries. ## What ctxgrep is `ctxgrep` is a local-first CLI for searching documents, notes, memories, and project context. It is built for humans and AI agents to pull the right context into the current task without any external API.
genesiscz
from GitHub
数据与AI
Analyze failing tests in an isolated context
- 📁 .github/
- 📁 claude-code-plugin/
- 📁 cli/
- 📄 DEVELOPMENT.md
- 📄 README.md
- 📄 SKILL.md
Share real-time organizational context with your AI agent — query your context graph, manage records, and receive live insights
Save current work context for later resumption
- 📄 clawhub.json
- 📄 README.md
- 📄 SCREENSHOT_GUIDELINE.md
Time Machine for Your AI's Brain — version control for agent context files. Use when the user asks about changes in SOUL.md, AGENTS.md, MEMORY.md, or other agent context files; when they want to undo, rollback, or compare versions; or when they need a checkpoint before risky edits.
Ensures ADR and C4 diagram behaviors during all workflows. Use when loading context, discussing architecture, creating designs, or when "ADR", "architecture decision", "C4", "coupling", "cohesion", or "boundary" are mentioned. Activates during /arch:init, /context:load, /context:refresh, /spec:init, /define, /design, /deliver, /discern, /handoff, /diagnose, and /discover.
- 📁 references/
- 📁 scripts/
- 📄 SKILL.md
Execute external CLI AIs as isolated sub-agents for task delegation, parallel processing, and context separation. Use when delegating complex multi-step tasks, running parallel investigations, needing fresh context without current conversation history, or leveraging specialized agent definitions. Returns structured JSON with agent output, exit code, and execution status.
PR 변경 내용을 분석하여 .claude/context/ 문서를 자동 생성하는 규칙
Use Gemini CLI in non-interactive mode for tasks requiring massive context windows (1M tokens). Best delegated to subagents for iterative analysis and summarization. Invoke when analyzing large codebases, requesting deep analysis, getting second opinions on complex problems, or when Claude's context limits are insufficient. Triggers include phrases like "use gemini", "analyze with gemini", "get second opinion", "deep analysis of codebase", or when processing files exceeding Claude's context capacity. IMPORTANT - Always delegate to a subagent using the Task tool for better iteration and result summarization.
- 📁 agents/
- 📁 src/
- 📄 machine.yml
- 📄 profiles.yml
- 📄 README.md
Explore a codebase to gather context for coding tasks. Preserves context window and offloads work to cheaper models.
Create a GitHub issue from conversation context and add it to the project board with Todo status
