wenjunduan
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- ▌ Experience 5 · wenjunduanExperience management for pattern retrieval and deposit. Searches past solutions before development, deposits new patterns after completion. Works with continuous-learning skill for auto-extraction.
- ▌ Context7 30 · wenjunduanIntelligent 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 documentation to prevent hallucinated APIs.
- ▌ Cunzhi 19 · wenjunduan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.
- ▌ Context7 31 · wenjunduanLibrary 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.
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- ▌ Code Quality 15 · wenjunduanCode quality assurance with Linus-style review principles. Enforces simplicity, good naming, proper error handling, and "good taste". Integrates with verification-loop for automated checks.
- ▌ Phase Router 5 · wenjunduanIntent recognition and workflow routing. Analyzes user input to determine task type and routes to appropriate agent. Core decision layer.
- ▌ Context7 32 · wenjunduanLibrary 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.
- ▌ Experience 6 · wenjunduanExperience management. Stores learned patterns, mistakes, and best practices from past development sessions.
- ▌ Agent Teams 18 · wenjunduanAgent 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.
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- ▌ Knowledge Base 5 · wenjunduanExternal knowledge base reader. Loads project docs, dev standards, company requirements from .knowledge/ directory. Auto-invoked during requirement analysis, design, and code review phases.
- ▌ Code Quality 16 · wenjunduanLinus-style code quality enforcement. Checks taste, simplicity, and engineering rigor.
- ▌ Eval Harness 3 · wenjunduanEvaluation framework for measuring code agent effectiveness. v8.0: Added Agent Teams collaboration quality metrics.
- ▌ Model Router 2 · wenjunduanIntelligent 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.
- ▌ Phase Router 6 · wenjunduanP.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.
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- ▌ Smart Archive 6 · wenjunduanIntelligent 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.
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- ▌ Service Analysis 5 · wenjunduanService understanding and analysis. Provides service overview, business analysis, architecture analysis, and operations analysis. Use when onboarding to a codebase or understanding service boundaries.
- ▌ Eval Harness 4 · wenjunduanVerification loop evaluation framework. Provides graders, metrics, and pass@k evaluation for code quality assurance. Integrates with verification-loop for systematic quality gates.
- ▌ Knowledge Base 6 · wenjunduanProject knowledge management. Stores and retrieves project-specific documentation, standards, and technical references.
- ▌ Strategic Compact 2 · wenjunduanIntelligent context window management with strategic compaction suggestions. Monitors context usage and suggests /compact at logical boundaries. Saves state before compaction to enable recovery.
- ▌ Verification Loop 3 · wenjunduanCheckpoint-based verification for code quality assurance. Use for: running verification loops, saving checkpoints, evaluating implementations against acceptance criteria. Commands: /verify, /checkpoint.
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- ▌ Service Analysis 6 · wenjunduanService boundary analysis. Identifies service boundaries, dependencies, and integration points in the codebase.
- ▌ Continuous Learning 3 · wenjunduanAuto-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.
- ▌ Verification Loop 4 · wenjunduanVerify-fix-retry loop with cross-model validation support. v8.0: Added --cross mode for dual-model verification.
- ▌ Continuous Learning 4 · wenjunduanv1 basic learning. Extracts patterns from sessions and stores them in the experience skill.
- ▌ Iterative Retrieval 3 · wenjunduanLarge context iterative retrieval. For tasks requiring information from many files, retrieves in batches to avoid overwhelming the context window.
- ▌ Iterative Retrieval 4 · wenjunduanProgressive 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.
- ▌ Continuous Learning V2 3 · wenjunduanv2 Instinct-based learning system. Builds confidence through repeated observations and evolves high-confidence patterns into skills.
- ▌ Continuous Learning V2 4 · wenjunduanInstinct-based learning system with confidence scoring. Automatically learns patterns from sessions and evolves them into skills. Supports import/export for team sharing.
- ▌ Polish 16 · wenjunduanPACE polish stage. Refactor/System 路径强制. 5 检查项 + worktree 清理 + 触发 architecture 更新. v9.6.4 升级: 加 finishing-a-development-branch 流程 (借 Superpowers), 加 compound/ 触发.
- ▌ Polish 17 · wenjunduan bundlePACE polish stage,Refactor/System 强制。review PASS 后做清理并触发 architecture 更新时触发。
- ▌ Roadmap 9 · wenjunduanPACE 可选 stage. 大需求 (跨 ≥3 模块) 拆成子 feature 序列. 产出 .ai_state/roadmap/{slug}/items.yaml + roadmap.md. 每个子 item 完成后回写 status, 主 agent 自动进入下一个 item 的 plan stage.
- ▌ Augment Context Engine 3 · wenjunduanaugment-context-engine MCP 工具的调度说明. PACE plan / design 阶段做项目代码语义检索, 找"是否已经实现过"或"相关代码在哪里". 避免重复造轮子.
- ▌ Roadmap 10 · wenjunduanPACE 可选 stage. 大需求 (跨 ≥3 模块) 拆成子 feature 序列. 产出 .ai_state/roadmap/{slug}/items.yaml + roadmap.md. 每个子 item 完成后回写 status, 主 agent 自动进入下一个 item 的 plan stage.
- ▌ Polish 18 · wenjunduanPACE polish stage. Refactor/System 路径强制. 5 检查项 + worktree 清理 + 触发 architecture 更新. 含 finishing-a-development-branch 流程 (借 Superpowers) + compound/ 触发.
- ▌ Polish 19 · wenjunduan bundlePACE polish stage,Refactor/System 强制。review PASS 后做清理并触发 architecture 更新时触发。
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- ▌ Compound 13 · wenjunduan bundleCompound Learning Loop. 跨 sprint 积累的经验沉淀到 compound/, 按 doc_type 分文件存档. 4 种 doc_type: learning / trick / decision / explore. v9.6.4 重写 (替代 v9.6.2 单文件 lessons.md). 铁律 13: 一事一档, ≤100 行.
- ▌ Compound 14 · wenjunduan bundleCompound Learning Loop. 跨 sprint 积累的经验沉淀到 compound/, 按 doc_type 分文件存档. 4 种 doc_type: learning / trick / decision / explore. v9.6.4 重写 (替代 v9.6.2 单文件 lessons.md). 铁律 13: 一事一档, ≤100 行.
- ▌ Context7 22 · wenjunduan调用 context7 (npx ctx7) 库文档解析工具. PACE plan / design / impl stage 在需要查第三方库 API / 用法 / 最佳实践时使用. 避免凭记忆瞎写库 API.
- ▌ Augment Context Engine 4 · wenjunduanaugment-context-engine MCP 工具的调度说明. PACE plan / design 阶段做项目代码语义检索, 找"是否已经实现过"或"相关代码在哪里". 避免重复造轮子.
- ▌ Roadmap 11 · wenjunduanPACE 可选 stage. 大需求 (跨 ≥3 模块) 拆成子 feature 序列. 产出 .ai_state/roadmap/{slug}/items.yaml + roadmap.md. 每个子 item 完成后回写 status, 主 agent 自动进入下一个 item 的 plan stage.
- ▌ Roadmap 12 · wenjunduanPACE 可选 stage. 大需求 (跨 ≥3 模块) 拆成子 feature 序列. 产出 .ai_state/roadmap/{slug}/items.yaml + roadmap.md. 每个子 item 完成后回写 status, 主 agent 自动进入下一个 item 的 plan stage.
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- ▌ Compound 15 · wenjunduanCompound Learning Loop. 跨 sprint 积累的经验、模式、约束沉淀到 lessons.md, 后续 sprint 自动加载.
- ▌ Context7 23 · wenjunduan调用 context7 (npx ctx7) 库文档解析工具. PACE plan / design / impl stage 在需要查第三方库 API / 用法 / 最佳实践时使用. 避免凭记忆瞎写库 API.
- ▌ Compound 16 · wenjunduan bundleCompound Learning Loop. 跨 sprint 积累的经验沉淀到 compound/, 按 doc_type 分文件存档. 4 种 doc_type: learning / trick / decision / explore. 铁律[复利]: 一事一档, ≤100 行.
- ▌ Compound 17 · wenjunduan bundleCompound Learning Loop. 跨 sprint 积累的经验沉淀到 compound/, 按 doc_type 分文件存档. 4 种 doc_type: learning / trick / decision / explore. 铁律[复利]: 一事一档, ≤100 行.
- ▌ Context7 24 · wenjunduan调用 context7 (npx ctx7) 库文档解析工具. PACE plan / design / impl stage 在需要查第三方库 API / 用法 / 最佳实践时使用. 避免凭记忆瞎写库 API.
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- ▌ Brainstorm 27 · wenjunduanPACE 可选最早 stage. 用户想法模糊时通过对话理清楚. AI 角色: 思考伙伴, 挖用户真正想解决的问题, 必要时提出更好的替代方案. 完成后产出 sprints/{date}-{slug}/brainstorm.md 并路由到 plan / roadmap / direct design.
- ▌ Playwright 3 · wenjunduan bundlePlaywright browser/E2E testing workflow for runtime verification. Use when Codex needs to add, run, debug, or document frontend/browser tests, smoke-test a dev server, verify UI flows during athena-runtime-verify, capture traces/screenshots, or turn manual browser checks into repeatable tests.
- ▌ Brainstorm 28 · wenjunduanPACE 可选最早 stage. 用户想法模糊时通过对话理清楚. AI 角色: 思考伙伴, 挖用户真正想解决的问题, 必要时提出更好的替代方案. 完成后产出 sprints/{date}-{slug}/brainstorm.md 并路由到 plan / roadmap / direct design.
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- ▌ Antigravity 6 · wenjunduan通过 `agy -p "..."` 命令调度 Google Antigravity CLI (subagent / 并行任务). Athena 在 CX 端可用此 skill 把"重的、可并行的、不需要 CC 自己跑"的任务外包给 Antigravity. Antigravity 由用户的 Google 账号驱动, 默认使用 Gemini 3.5 Flash, 适合大批量、可独立切片的任务. 注: 用户不直接用 Antigravity, 调度由 Athena 负责.
- ▌ Antigravity 7 · wenjunduan通过 `agy -p "..."` 命令调度 Google Antigravity CLI (subagent / 并行任务). Athena 在 CX 端可用此 skill 把"重的、可并行的、不需要 CC 自己跑"的任务外包给 Antigravity. Antigravity 由用户的 Google 账号驱动, 默认使用 Gemini 3.5 Flash, 适合大批量、可独立切片的任务. 注: 用户不直接用 Antigravity, 调度由 Athena 负责.
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- ▌ Deps Check 3 · wenjunduan检查项目依赖 (库 / 包 / jar) 是否有可升级版本, 适配多生态: Maven / npm·pnpm·yarn·bun / PyPI / Cargo / Go / RubyGems / Composer / NuGet. 铁律: 版本号必须从官方 registry 在线查询, 不靠记忆/编造, 且区分 "声明的版本是否存在" 与 "是否最新". 用户要求"看有没有要更新的依赖"时使用.
- ▌ Brainstorm 29 · wenjunduanPACE 可选最早 stage. 用户想法模糊时通过对话理清楚. AI 角色: 思考伙伴, 挖用户真正想解决的问题, 必要时提出更好的替代方案. 完成后产出 sprints/{date}-{slug}/brainstorm.md 并路由到 plan / roadmap / direct design.
- ▌ Playwright 4 · wenjunduan bundlePlaywright browser/E2E testing workflow for runtime verification. Use when Claude needs to add, run, debug, or document frontend/browser tests, smoke-test a dev server, verify UI flows during athena-runtime-verify, capture traces/screenshots, or turn manual browser checks into repeatable tests.
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- ▌ Deps Check 4 · wenjunduan bundle在线查依赖可升级版本 (Maven / npm / PyPI / Cargo / Go / RubyGems / Composer / NuGet)。用户问有无依赖要更新时触发。
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- ▌ Athena Dev 20 · wenjunduan bundleAthena 自然语言任务入口。一句话/一段话的检查、诊断、修复、修改、构建自动分诊;已有 sprint 先区分续做与新任务,无需用户报级别。
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- ▌ Athena Issue 6 · wenjunduanBugfix 路径的结构化问题流程: report → analyze → fix-note 三件套档案, 落在 sprints/{slug}/, Codex. 把"偏轻"的 Bugfix 升级成可复现 / 可追溯 / 可复盘. 借 CodeStable issue 实体, 适配 agent-in-loop.
- ▌ Athena Issue 7 · wenjunduanBugfix 路径的结构化问题流程: report → analyze → fix-note 三件套档案, 落在 sprints/{slug}/, Codex. 把"偏轻"的 Bugfix 升级成可复现 / 可追溯 / 可复盘. 借 CodeStable issue 实体, 适配 agent-in-loop.
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- ▌ Antigravity 8 · wenjunduan通过 `agy -p "..."` 命令调度 Google Antigravity CLI (subagent / 并行任务). Athena 在 CC 端可用此 skill 把"重的、可并行的、不需要 CC 自己跑"的任务外包给 Antigravity. Antigravity 由用户的 Google 账号驱动, 默认使用 Gemini 3.5 Flash, 适合大批量、可独立切片的任务. 注: 用户不直接用 Antigravity, 调度由 Athena 负责.
- ▌ Athena Init 19 · wenjunduanAthena 项目初始化 skill. 在项目中执行 /athena-init 时调用. 职责: 探测平台 / 工具可用性, 创建 .ai_state/ 目录 + 复制 _index.md 模板 + 填入探测结果.
- ▌ Antigravity 9 · wenjunduan通过 `agy -p "..."` 命令调度 Google Antigravity CLI (subagent / 并行任务). Athena 在 CC 端可用此 skill 把"重的、可并行的、不需要 CC 自己跑"的任务外包给 Antigravity. Antigravity 由用户的 Google 账号驱动, 默认使用 Gemini 3.5 Flash, 适合大批量、可独立切片的任务. 注: 用户不直接用 Antigravity, 调度由 Athena 负责.
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- ▌ Architect Doc 7 · wenjunduan维护 .ai_state/architecture/ 长效档案 (项目现状档). Refactor/System 路径完成后强制更新 ARCHITECTURE.md 总入口 + {type}-{slug}.md 子系统档. 注: 不同于 cx 端的 architect.toml subagent (后者是 design stage 工作者).
- ▌ Athena Review 18 · wenjunduanPACE review stage 执行 skill (Codex). 6 维度 (并行 spawn 3 subagent: reviewer + spec-compliance + evaluator). v9.7.0: 由 deprecated prompts/ 迁为 skill; 清除 Stop hook prompt 类型残留引用 (该类型已删, 门禁统一由 delivery-gate 在 ship stage 执行).
- ▌ Athena Status 8 · wenjunduan快速查看当前项目的 Athena 状态: stage / path / sprint / 进度 / 活动 worktree. 无副作用, 只读. v9.7.0: 由 deprecated prompts/ 迁为 skill.
- ▌ Architect Doc 8 · wenjunduan维护 .ai_state/architecture/ 长效档案 (项目现状档). Refactor/System 路径完成后强制更新 ARCHITECTURE.md 总入口 + {type}-{slug}.md 子系统档. 注: 不同于 cx 端的 architect.toml subagent (后者是 design stage 工作者).
- ▌ Athena Setup 12 · wenjunduanAthena 全局首次配置 (跨项目, 一次性). 部署 rules / hooks / agents / skills 到 ~/.claude/ (CC) 或 ~/.codex/ (CX) 或 ~/.agents/skills/_athena/ (CX 端 skills). 和 athena-init 区别: setup 是全局一次性, init 是每项目一次.
- ▌ Athena Setup 13 · wenjunduanAthena 全局首次配置 (跨项目, 一次性). 从分发包部署 settings/config/rules/standards/hooks/agents/skills 到 ~/.claude/ (CC) 与 ~/.codex/ (CX). 和 athena-init 区别: setup 全局一次性, init 每项目一次. 已装则转 verify/upgrade (走 athena-migrate).
- ▌ Athena Issue 9 · wenjunduanBugfix 路径的结构化问题流程: report → analyze → fix-note 三件套档案, 落在 sprints/{slug}/. 把"偏轻"的 Bugfix 升级成可复现 / 可追溯 / 可复盘. 借 CodeStable issue 实体, 适配 agent-in-loop.
- ▌ Athena Setup 14 · wenjunduanAthena 全局首次配置 (跨项目, 一次性). 从分发包部署 settings/config/rules/standards/hooks/agents/skills 到 ~/.claude/ (CC) 与 ~/.codex/ (CX). 和 athena-init 区别: setup 全局一次性, init 每项目一次. 已装则转 verify/upgrade (走 athena-migrate).
- ▌ Athena Setup 15 · wenjunduan bundleFresh-install Athena v9.9.1 globally, install a missing Claude Code or Codex endpoint, or verify an existing v9.9.1 installation. Use for first-time global setup; route older installations to athena-migrate instead of overwriting them.
- ▌ Athena Setup 16 · wenjunduan bundleFresh-install Athena v9.9.2 globally, install a missing Claude Code or Codex endpoint, or verify an existing v9.9.2 installation. Use for first-time global setup; route older installations to athena-migrate instead of overwriting them.
- ▌ Quantum Data 2 · wenjunduan bundleUse when you need to read live data or business-process state from a running project — users, departments, dictionaries, workflow/approval status, reports — through that project's MCP capability server. Connects over standard MCP (Streamable HTTP/SSE or stdio), pulls the Capability Manifest, and calls read-only tools. The caller's identity (JWT) is passed through and the target system enforces authentication, role/permission and row-level data-permission on every call. This is a runtime read skill — it does NOT generate or modify source code (use quantum-codegen (mode=module) for that).
- ▌ Athena Setup 17 · wenjunduan bundleFresh-install Athena v9.9.3 globally, install a missing Claude Code or Codex endpoint, or verify an existing v9.9.3 installation. Use for first-time global setup; route older installations to athena-migrate instead of overwriting them.