会话状态管理,保证工作流跨会话持久化
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WenJunDuan/Rlues - 第 6 页
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Code quality assurance with Linus-style review principles. Enforces simplicity, good naming, proper error handling, and "good taste". Integrates with verification-loop for automated checks.
原文语言:英语
Intelligent library documentation fetcher using Context7 MCP tools. Auto-activates when: writing code with external libraries, needing API docs, setting up frameworks, or requesting code examples with specific packages. Fetches up-to-date, version-specific…
原文语言:英语
Auto-extract reusable patterns from coding sessions. Activates on session end or when /learn command is invoked. Identifies successful patterns, debugging solutions, and architectural decisions worth preserving for future sessions.
原文语言:英语
寸止协议 - Pause and wait mechanism for human confirmation at critical decision points. Prevents AI from proceeding autonomously past important checkpoints. Core safety and collaboration mechanism.
Experience management for pattern retrieval and deposit. Searches past solutions before development, deposits new patterns after completion. Works with continuous-learning skill for auto-extraction.
原文语言:英语
External knowledge base reader. Loads project docs, dev standards, company requirements from .knowledge/ directory. Auto-invoked during requirement analysis, design, and code review phases.
原文语言:英语
Dual-track memory system combining file-based state (.ai_state/) with Memory MCP for cross-session persistence. Handles session lifecycle, context restoration, and state synchronization.
原文语言:英语
Multi-AI coordination for Claude Code, Codex CLI, and Gemini CLI. Handles task delegation, context handoff, and result synchronization across different AI engines. Works with orchestrator.yaml.
原文语言:英语
Intent recognition and workflow routing. Analyzes user input to determine task type and routes to appropriate agent. Core decision layer.
原文语言:英语
RIPER workflow core - Research, Innovate, Plan, Execute, Review. Five-phase development methodology with verification loops. Extended to nine steps for comprehensive project lifecycle.
原文语言:英语
Service understanding and analysis. Provides service overview, business analysis, architecture analysis, and operations analysis. Use when onboarding to a codebase or understanding service boundaries.
原文语言:英语
Intelligent context window management with strategic compaction suggestions. Monitors context usage and suggests /compact at logical boundaries. Saves state before compaction to enable recovery.
原文语言:英语
Checkpoint-based verification for code quality assurance. Use for: running verification loops, saving checkpoints, evaluating implementations against acceptance criteria. Commands: /verify, /checkpoint.
原文语言:英语
Library documentation fetcher using Context7 CLI. Provides up-to-date, version-specific documentation for external libraries and frameworks. Uses `npx ctx7` CLI instead of MCP for lower context overhead.
原文语言:英语
Instinct-based learning system with confidence scoring. Automatically learns patterns from sessions and evolves them into skills. Supports import/export for team sharing.
原文语言:英语
寸止协议 - Pause and wait mechanism using cunzhi MCP for human confirmation at critical decision points. Prevents AI from proceeding autonomously past important checkpoints.
Verification loop evaluation framework. Provides graders, metrics, and pass@k evaluation for code quality assurance. Integrates with verification-loop for systematic quality gates.
原文语言:英语
Progressive context refinement for subagents and complex tasks. Retrieves context incrementally based on actual needs rather than loading everything upfront. Reduces context waste and improves relevance.
原文语言:英语
Agent Teams orchestration for Claude Code. Coordinates multiple Claude instances working in parallel on shared codebase. Requires experimental flag CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1. New in v8.0, replaces multi-ai skill for Claude Code platform.
Linus-style code quality enforcement. Checks taste, simplicity, and engineering rigor.
Library documentation fetcher using Context7 CLI (npx ctx7). Provides up-to-date, version-specific docs for external libraries. CLI version replaces Context7 MCP for lower context overhead.
原文语言:无法判定
v1 basic learning. Extracts patterns from sessions and stores them in the experience skill.
v2 Instinct-based learning system. Builds confidence through repeated observations and evolves high-confidence patterns into skills.
原文语言:英语
寸止确认机制。通过 cunzhi MCP 工具强制暂停等待用户确认。 真正的暂停,不是输出文字假装等待。
Evaluation framework for measuring code agent effectiveness. v8.0: Added Agent Teams collaboration quality metrics.
原文语言:英语
Experience management. Stores learned patterns, mistakes, and best practices from past development sessions.
原文语言:英语
Large context iterative retrieval. For tasks requiring information from many files, retrieves in batches to avoid overwhelming the context window.
原文语言:多语言混合
Project knowledge management. Stores and retrieves project-specific documentation, standards, and technical references.
Intelligent task-to-model routing based on benchmark data. Routes tasks to Claude Code or Codex CLI based on task type and model strengths. New in v8.0.
原文语言:英语
P.A.C.E. v2.0 complexity routing engine. Analyzes task complexity and routes to optimal path (A/B/C/D) with effort level mapping. v8.0: Added Path D for Agent Teams, effort parameter integration.
原文语言:英语
RIPER execution cycle: Research → Innovate → Plan → Execute → Review. Core workflow engine for all P.A.C.E. paths.
原文语言:英语
Service boundary analysis. Identifies service boundaries, dependencies, and integration points in the codebase.
Intelligent context archiving for the 1M token era. Replaces strategic-compact. Works with server-side Compaction API. Archives completed RIPER phases to .ai_state/ instead of emergency compression.
Verify-fix-retry loop with cross-model validation support. v8.0: Added --cross mode for dual-model verification.
Path D parallel execution with Lead-Teammate architecture and context handoff
原文语言:英语
Context threshold management and done task archival for long sessions
原文语言:英语
R/D phase enhancement: Socratic questioning, ADR writing, and design confirmation via cunzhi
Linus-style six-dimension code review with official plugins and security scanning
原文语言:多语言混合
Library documentation query via ctx7 CLI with deepwiki fallback
原文语言:无法判定