Merge pull request #25 from catlog22/claude/add-document-analysis-template-01T8qhUKLCGSev5RunZyxBwp

Add document analysis prompt template
This commit is contained in:
catlog22
2025-11-20 18:43:05 +08:00
committed by GitHub
3 changed files with 163 additions and 1 deletions

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---
name: document-analysis
description: Read-only technical document/paper analysis using Gemini/Qwen/Codex with systematic comprehension template for insights extraction
argument-hint: "[--tool codex|gemini|qwen] [--enhance] [--cd path] document path or topic"
allowed-tools: SlashCommand(*), Bash(*), Task(*), Read(*)
---
# CLI Mode: Document Analysis (/cli:mode:document-analysis)
## Purpose
Systematic analysis of technical documents, research papers, API documentation, and technical specifications.
**Tool Selection**:
- **gemini** (default) - Best for document comprehension and structure analysis
- **qwen** - Fallback when Gemini unavailable
- **codex** - Alternative for complex technical documents
**Key Feature**: `--cd` flag for directory-scoped document discovery
## Parameters
- `--tool <gemini|qwen|codex>` - Tool selection (default: gemini)
- `--enhance` - Enhance analysis target with `/enhance-prompt`
- `--cd "path"` - Target directory for document search
- `<document-path-or-topic>` (Required) - File path or topic description
## Tool Usage
**Gemini** (Primary):
```bash
/cli:mode:document-analysis "README.md"
/cli:mode:document-analysis --tool gemini "analyze API documentation"
```
**Qwen** (Fallback):
```bash
/cli:mode:document-analysis --tool qwen "docs/architecture.md"
```
**Codex** (Alternative):
```bash
/cli:mode:document-analysis --tool codex "research paper in docs/"
```
## Execution Flow
Uses **cli-execution-agent** for automated document analysis:
```javascript
Task(
subagent_type="cli-execution-agent",
description="Systematic document comprehension and insights extraction",
prompt=`
Task: ${document_path_or_topic}
Mode: document-analysis
Tool: ${tool_flag || 'gemini'}
Directory: ${cd_path || '.'}
Enhance: ${enhance_flag}
Template: ~/.claude/workflows/cli-templates/prompts/analysis/02-analyze-technical-document.txt
Execute systematic document analysis:
1. Document Discovery:
- Locate target document(s) via path or topic keywords
- Identify document type (README, API docs, research paper, spec, tutorial)
- Detect document format (Markdown, PDF, plain text, reStructuredText)
- Discover related documents (references, appendices, examples)
- Use MCP/ripgrep for comprehensive file discovery
2. Pre-Analysis Planning (Required):
- Determine document structure (sections, hierarchy, flow)
- Identify key components (abstract, methodology, implementation details)
- Map dependencies and cross-references
- Assess document scope and complexity
- Plan analysis approach based on document type
3. CLI Command Construction:
- Tool: ${tool_flag || 'gemini'} (qwen fallback, codex for complex docs)
- Directory: cd ${cd_path || '.'} &&
- Context: @{document_paths} + @CLAUDE.md + related files
- Mode: analysis (read-only)
- Template: analysis/02-analyze-technical-document.txt
4. Analysis Execution:
- Apply 6-field template structure (PURPOSE, TASK, MODE, CONTEXT, EXPECTED, RULES)
- Execute multi-phase analysis protocol with pre-planning
- Perform self-critique before final output
- Generate structured report with evidence-based insights
5. Output Generation:
- Comprehensive document analysis report
- Structured insights with section references
- Critical assessment with evidence
- Actionable recommendations
- Save to .workflow/active/WFS-[id]/.chat/doc-analysis-[timestamp].md (or .scratchpad/)
`
)
```
## Core Rules
- **Read-only**: Analyzes documents, does NOT modify files
- **Evidence-based**: All claims must reference specific sections/pages
- **Pre-planning**: Requires analysis approach planning before execution
- **Precise language**: Direct, accurate wording - no persuasive embellishment
- **Output**: `.workflow/active/WFS-[id]/.chat/doc-analysis-[timestamp].md` (or `.scratchpad/` if no session)
## Document Types Supported
| Type | Focus Areas | Key Outputs |
|------|-------------|-------------|
| README | Purpose, setup, usage | Integration steps, quick-start guide |
| API Documentation | Endpoints, parameters, responses | API usage patterns, integration points |
| Research Paper | Methodology, findings, validity | Applicable techniques, implementation feasibility |
| Specification | Requirements, standards, constraints | Compliance checklist, implementation requirements |
| Tutorial | Learning path, examples, exercises | Key concepts, practical applications |
| Architecture Docs | System design, components, patterns | Design decisions, integration points, trade-offs |
## Best Practices
1. **Scope Definition**: Clearly define what aspects to analyze before starting
2. **Layered Reading**: Structure/Overview → Details → Critical Analysis → Synthesis
3. **Evidence Trail**: Track section references for all extracted information
4. **Gap Identification**: Note missing information or unclear sections explicitly
5. **Actionable Output**: Focus on insights that inform decisions or actions

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Analyze technical documents, research papers, and specifications systematically.
## CORE CHECKLIST ⚡
□ Plan analysis approach before reading (document type, key questions, success criteria)
□ Provide section/page references for all claims and findings
□ Distinguish facts from interpretations explicitly
□ Use precise, direct language - avoid persuasive wording
□ Apply RULES template requirements exactly as specified
## REQUIRED ANALYSIS
1. Document assessment: type, structure, audience, quality indicators
2. Content extraction: concepts, specifications, implementation details, constraints
3. Critical evaluation: strengths, gaps, ambiguities, clarity issues
4. Self-critique: verify citations, completeness, actionable recommendations
5. Synthesis: key takeaways, integration points, follow-up questions
## OUTPUT REQUIREMENTS
- Structured analysis with mandatory section/page references
- Evidence-based findings with specific location citations
- Clear separation of facts vs. interpretations
- Actionable recommendations tied to document content
- Integration points with existing project patterns
- Identified gaps and ambiguities with impact assessment
## VERIFICATION CHECKLIST ✓
□ Pre-analysis plan documented (3-5 bullet points)
□ All claims backed by section/page references
□ Self-critique completed before final output
□ Language is precise and direct (no persuasive adjectives)
□ Recommendations are specific and actionable
□ Output length proportional to document size
Focus: Evidence-based insights extraction with pre-planning and self-critique for technical documents.

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@@ -65,6 +65,7 @@ codex -C [dir] --full-auto exec "[prompt]" [--skip-git-repo-check -s danger-full
| Architecture Planning | Gemini → Qwen | analysis | `planning/01-plan-architecture-design.txt` |
| Code Pattern Analysis | Gemini → Qwen | analysis | `analysis/02-analyze-code-patterns.txt` |
| Architecture Review | Gemini → Qwen | analysis | `analysis/02-review-architecture.txt` |
| Document Analysis | Gemini → Qwen | analysis | `analysis/02-analyze-technical-document.txt` |
| Feature Implementation | Codex | auto | `development/02-implement-feature.txt` |
| Component Development | Codex | auto | `development/02-implement-component-ui.txt` |
| Test Generation | Codex | write | `development/02-generate-tests.txt` |
@@ -519,13 +520,14 @@ When no specific template matches your task requirements, use one of these unive
**Available Templates**:
```
prompts/
├── universal/ # ← NEW: Universal fallback templates
├── universal/ # ← Universal fallback templates
│ ├── 00-universal-rigorous-style.txt # Precision & standards-driven
│ └── 00-universal-creative-style.txt # Innovation & exploration-focused
├── analysis/
│ ├── 01-trace-code-execution.txt
│ ├── 01-diagnose-bug-root-cause.txt
│ ├── 02-analyze-code-patterns.txt
│ ├── 02-analyze-technical-document.txt
│ ├── 02-review-architecture.txt
│ ├── 02-review-code-quality.txt
│ ├── 03-analyze-performance.txt
@@ -556,6 +558,7 @@ prompts/
| Execution Tracing | Gemini (Qwen fallback) | `analysis/01-trace-code-execution.txt` |
| Bug Diagnosis | Gemini (Qwen fallback) | `analysis/01-diagnose-bug-root-cause.txt` |
| Code Pattern Analysis | Gemini (Qwen fallback) | `analysis/02-analyze-code-patterns.txt` |
| Document Analysis | Gemini (Qwen fallback) | `analysis/02-analyze-technical-document.txt` |
| Architecture Review | Gemini (Qwen fallback) | `analysis/02-review-architecture.txt` |
| Code Review | Gemini (Qwen fallback) | `analysis/02-review-code-quality.txt` |
| Performance Analysis | Gemini (Qwen fallback) | `analysis/03-analyze-performance.txt` |