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| Database | Location | Count | Purpose |
|---|---|---|---|
| skill-db | ~/.claude/skill-db/ | 67+ | Primary skill source |
| skill-library | ~/.claude/skill-library/ | 48+ | Heavy/categorized skills |
| skills (active) | ~/.claude/skills/ | Variable | Currently loaded skills |
| 数据库 | 位置 | 数量 | 用途 |
|---|---|---|---|
| skill-db | ~/.claude/skill-db/ | 67+ | 主要技能来源 |
| skill-library | ~/.claude/skill-library/ | 48+ | 复杂/分类化技能库 |
| skills (active) | ~/.claude/skills/ | 可变 | 当前已加载的技能 |
| Skill | Triggers | Purpose |
|---|---|---|
| think, analyze, mental-model | Cognitive enhancement |
| decompose, understand, break-down | Recursive decomposition |
| prove, atomic, formal | Atom of Thoughts |
| universal, multi-scale, complex | Universal Reasoning |
| holarchic, holons, ontology | Holarchic reasoning |
| physiology, biological, teleological | Teleological analysis |
| quantitative, calculate, physiological | Quantitative physiology |
| 技能 | 触发词 | 用途 |
|---|---|---|
| think, analyze, mental-model | 认知能力增强 |
| decompose, understand, break-down | 递归分解 |
| prove, atomic, formal | 思维原子（Atom of Thoughts） |
| universal, multi-scale, complex | 通用推理 |
| holarchic, holons, ontology | 层级推理 |
| physiology, biological, teleological | 目的论分析 |
| quantitative, calculate, physiological | 定量生理学 |
| Skill | Triggers | Purpose |
|---|---|---|
| tui, cli, terminal-ui | Terminal UI design |
| command, agent, config | Claude Code components |
| mcp, server, protocol | MCP development |
| dspy, prompts, optimize | DSPy optimization |
| 技能 | 触发词 | 用途 |
|---|---|---|
| tui, cli, terminal-ui | 终端UI设计 |
| command, agent, config | Claude Code组件 |
| mcp, server, protocol | MCP开发 |
| dspy, prompts, optimize | DSPy优化 |
| Skill | Triggers | Purpose |
|---|---|---|
| research, thorough, citations | 7-phase research |
| notebook, query, audio | NotebookLM integration |
| find skill, discover, browse | Skill discovery |
| 技能 | 触发词 | 用途 |
|---|---|---|
| research, thorough, citations | 7阶段深度研究 |
| notebook, query, audio | NotebookLM集成 |
| find skill, discover, browse | 技能发现 |
| Skill | Triggers | Purpose |
|---|---|---|
| context, lifelog, ltm, limitless, pieces | Three-CLI context extraction |
| pendant, personal memory, graph sync, extraction pipeline | Limitless CLI project development |
| 技能 | 触发词 | 用途 |
|---|---|---|
| context, lifelog, ltm, limitless, pieces | 三CLI上下文提取 |
| pendant, personal memory, graph sync, extraction pipeline | Limitless CLI项目开发 |
| Skill | Triggers | Purpose |
|---|---|---|
| persuade, thesis, synthesis | Dialectical writing |
| evaluate, lens, adversarial | Multi-lens critique |
| deontic, rights, permissions | Formal constraints |
| saq, exam, model-answer | SAQ generation |
| complex, n-superhypergraph | Meta-architecture |
| textbook, citations, syntopical | Textbook grounding |
| 技能 | 触发词 | 用途 |
|---|---|---|
| persuade, thesis, synthesis | 辩证写作 |
| evaluate, lens, adversarial | 多视角批判 |
| deontic, rights, permissions | 形式化约束 |
| saq, exam, model-answer | SAQ生成 |
| complex, n-superhypergraph | 元架构 |
| textbook, citations, syntopical | 教材锚定 |
undefinedundefinedundefinedundefinedSkill Task Detected
│
├── Reasoning/Thinking?
│ ├── Cognitive? → think
│ ├── Formal proof? → AoT
│ ├── Decomposition? → reason
│ └── Complex system? → urf | mega
│
├── Development?
│ ├── Terminal UI? → terminal
│ ├── MCP server? → mcp-builder
│ └── Claude component? → component
│
├── Research?
│ ├── Deep dive? → deep-research
│ ├── Skill finding? → skill-discovery
│ └── NotebookLM? → notebooklm
│
├── Context Extraction?
│ ├── Personal/lifelog? → context-orchestrator → limitless
│ ├── Documentation? → context-orchestrator → research
│ ├── Local code/LTM? → context-orchestrator → pieces
│ └── Limitless CLI development? → limitless-cli
│
├── Writing?
│ ├── Persuasive? → dialectical
│ ├── SAQ/Exam? → saq | textbook-grounding
│ └── Critique? → critique
│
├── Data/Graph?
│ ├── Knowledge graph? → hkgb | ontolog
│ ├── Batch processing? → process | obsidian-batch
│ └── Graph reasoning? → mega | graph
│
└── Domain-specific?
├── Physiology? → telos | qp
├── Scientific? → rct-appraisal
└── Code quality? → code-skills/*Skill Task Detected
│
├── Reasoning/Thinking?
│ ├── Cognitive? → think
│ ├── Formal proof? → AoT
│ ├── Decomposition? → reason
│ └── Complex system? → urf | mega
│
├── Development?
│ ├── Terminal UI? → terminal
│ ├── MCP server? → mcp-builder
│ └── Claude component? → component
│
├── Research?
│ ├── Deep dive? → deep-research
│ ├── Skill finding? → skill-discovery
│ └── NotebookLM? → notebooklm
│
├── Context Extraction?
│ ├── Personal/lifelog? → context-orchestrator → limitless
│ ├── Documentation? → context-orchestrator → research
│ ├── Local code/LTM? → context-orchestrator → pieces
│ └── Limitless CLI development? → limitless-cli
│
├── Writing?
│ ├── Persuasive? → dialectical
│ ├── SAQ/Exam? → saq | textbook-grounding
│ └── Critique? → critique
│
├── Data/Graph?
│ ├── Knowledge graph? → hkgb | ontolog
│ ├── Batch processing? → process | obsidian-batch
│ └── Graph reasoning? → mega | graph
│
└── Domain-specific?
├── Physiology? → telos | qp
├── Scientific? → rct-appraisal
└── Code quality? → code-skills/*progressive_loading:
level_0: Read SKILL.md frontmatter only
level_1: Read full SKILL.md
level_2: Load references/*.md
level_3: Load scripts/ and full capability
load_triggers:
- Explicit skill invocation
- Semantic match > 0.7
- Domain keyword match
- User requestprogressive_loading:
level_0: Read SKILL.md frontmatter only
level_1: Read full SKILL.md
level_2: Load references/*.md
level_3: Load scripts/ and full capability
load_triggers:
- Explicit skill invocation
- Semantic match > 0.7
- Domain keyword match
- User requestundefinedundefinedundefinedundefined