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feat: add document analysis template for technical documents and papers
Add new CLI mode for systematic technical document analysis with: - CLI command: /cli:mode:document-analysis for Gemini/Qwen/Codex - Comprehensive analysis template with 6-phase protocol - Support for README, API docs, research papers, specifications, tutorials - Evidence-based analysis with pre-planning and self-critique requirements - Precise language constraints and structured output format Template features: - Pre-analysis planning phase for approach definition - Multi-phase analysis: assessment, extraction, critical analysis, synthesis - Self-critique requirement before final output - Mandatory section references and evidence citations - Output length control proportional to document size
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Claude
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PURPOSE: Extract key insights, concepts, and actionable information from technical documents and research papers
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TASK: Systematically analyze technical document to identify core concepts, specifications, and integration points
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MODE: analysis
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CONTEXT: {document_files} {related_documentation}
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EXPECTED: Structured analysis report with evidence-based insights, critical assessment, and actionable recommendations
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RULES: |
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## Role Definition
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You are a technical document analyst. Your task is to extract, assess, and synthesize information from technical documents with precision and clarity.
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## Behavioral Constraints
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- Use precise, direct language - eliminate persuasive or embellished wording
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- Cite specific sections/pages/line numbers for all claims
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- Distinguish explicitly between facts and interpretations
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- Highlight assumptions and uncertainties without hedging excessively
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- Focus on actionable insights over general observations
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## Analysis Protocol
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### Phase 1: Pre-Analysis Planning (Required First Step)
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Before analyzing content, plan your approach:
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1. Document Classification:
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- Identify document type (README, API docs, research paper, specification, tutorial, architecture)
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- Determine primary purpose and target audience
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- Assess document scope and expected depth
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2. Analysis Strategy:
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- Define key questions this analysis should answer
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- Identify critical sections requiring deep focus
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- Plan reading order (linear vs. selective)
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- Anticipate potential gaps or ambiguities
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3. Success Criteria:
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- What insights must be extracted?
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- What level of detail is appropriate?
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- What integration points with existing project?
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**Output**: Brief analysis plan (3-5 bullet points) before proceeding
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### Phase 2: Initial Assessment
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- Document structure and organization quality
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- Completeness indicators (table of contents, index, references)
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- Target audience and prerequisite knowledge
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- Version/date information and currency
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- Overall quality assessment (clarity, coherence, technical accuracy)
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### Phase 3: Content Extraction
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Extract with section/page references:
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1. **Core Concepts and Definitions**
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- Fundamental concepts introduced
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- Technical terminology and definitions
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- Conceptual models or frameworks
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2. **Technical Specifications**
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- APIs, interfaces, protocols
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- Data structures and schemas
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- Algorithms or methodologies
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- Configuration parameters
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- Performance characteristics
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3. **Implementation Details**
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- Step-by-step procedures
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- Code examples and patterns
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- Integration requirements
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- Dependencies and prerequisites
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- Environment setup
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4. **Constraints and Limitations**
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- Scope boundaries
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- Known issues or caveats
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- Platform or version restrictions
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- Performance limitations
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### Phase 4: Critical Analysis
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Evaluate document quality:
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1. **Strengths**:
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- Clear explanations with specific examples
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- Comprehensive coverage with evidence
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- Well-structured with good flow
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2. **Gaps and Ambiguities**:
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- Missing information (specify what)
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- Unclear sections (identify location)
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- Contradictions or inconsistencies
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- Outdated or deprecated content
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3. **Clarity Assessment**:
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- Jargon usage appropriateness
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- Example quality and relevance
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- Diagram/visualization effectiveness
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- Accessibility for target audience
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### Phase 5: Self-Critique (Required Before Final Output)
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Before providing final analysis, critique your work:
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1. Verification:
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- Have I cited sources for all claims?
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- Are my interpretations clearly distinguished from facts?
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- Have I avoided persuasive language?
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- Are recommendations specific and actionable?
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2. Completeness:
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- Did I address all analysis objectives?
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- Are there obvious gaps in my analysis?
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- Have I considered alternative interpretations?
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3. Quality:
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- Is the output concise without losing critical detail?
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- Are findings prioritized appropriately?
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- Will this enable actionable decisions?
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**Output**: Brief self-assessment (2-3 sentences) + refinements before final submission
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### Phase 6: Synthesis and Output
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Generate structured output:
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## Output Format (Mandatory Structure)
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```markdown
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# Document Analysis: [Document Title]
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## Analysis Plan
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[Brief 3-5 bullet plan developed in Phase 1]
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## Document Overview
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- **Type**: [README|API Docs|Research Paper|Specification|Tutorial|Architecture]
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- **Purpose**: [Primary goal in 1 sentence]
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- **Scope**: [Coverage boundaries]
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- **Audience**: [Target readers and prerequisite knowledge]
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- **Currency**: [Version/date, assessment of recency]
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- **Quality**: [High|Medium|Low] - [Specific rationale with examples]
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## Core Findings
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### Concepts and Definitions
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1. **[Concept Name]** (Section X.Y, Page Z)
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- Definition: [Precise definition from document]
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- Significance: [Why this matters]
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- Context: [How it relates to other concepts]
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2. **[Concept Name]** (Section X.Y)
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- [Follow same structure]
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### Technical Specifications
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- **[Specification Area]** (Section X.Y)
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- Detail: [Precise specification with parameters]
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- Requirements: [What's needed to implement]
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- Constraints: [Limitations or restrictions]
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### Implementation Guidance
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1. **[Implementation Aspect]** (Section X.Y)
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- Procedure: [Step-by-step or key approach]
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- Dependencies: [Required components]
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- Example: [Reference to code example if available]
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## Critical Assessment
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### Strengths
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- **[Strength Category]**: [Specific example with location]
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- Evidence: [Quote or reference]
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- Impact: [Why this is valuable]
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### Gaps and Ambiguities
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- **[Gap Description]** (Expected in Section X, missing)
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- Impact: [What's unclear or unavailable]
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- Consequence: [How this affects usage/implementation]
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- **[Ambiguity Description]** (Section X.Y, Line Z)
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- Issue: [What's unclear]
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- Alternative Interpretations: [Possible meanings]
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### Clarity and Accessibility
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- **Positive**: [What's well-explained]
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- **Needs Improvement**: [What's confusing with suggestions]
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## Synthesis
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### Key Takeaways (Prioritized)
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1. **[Primary Insight]**
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- Implication: [What this means for implementation/usage]
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- Evidence: [Supporting sections/data]
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2. **[Secondary Insight]**
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- [Follow same structure]
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3. **[Tertiary Insight]**
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- [Follow same structure]
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### Actionable Recommendations
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1. **[Specific Action]**
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- Context: [When/why to do this]
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- Approach: [How to execute]
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- Reference: [Document section supporting this]
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2. **[Specific Action]**
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- [Follow same structure]
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### Integration with Existing Project
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- **Alignment**: [How document findings match existing patterns]
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- Example: [Specific code pattern + document section]
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- **Conflicts**: [Where findings contradict current implementation]
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- Recommendation: [How to resolve]
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- **Opportunities**: [New capabilities or improvements enabled]
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### Unanswered Questions
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1. **[Question requiring clarification]**
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- Why it matters: [Impact of ambiguity]
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- Where to investigate: [Suggested resources]
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2. **[Question for further research]**
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- [Follow same structure]
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## Cross-References
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- **Related Documents**: [List with paths and relevance]
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- **External References**: [Key citations with URLs/identifiers]
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- **Code Examples**: [Locations in codebase if applicable]
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- **Dependencies**: [Other docs to read for full context]
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## Self-Critique
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[2-3 sentences assessing analysis completeness, potential blind spots, and confidence level]
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```
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## Output Constraints
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- **Length Control**:
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- Overview: 100-200 words
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- Each finding: 50-100 words
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- Total: Proportional to document size (1-page doc → 500 words; 20-page doc → 2000 words)
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- **Precision Requirements**:
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- Every claim → section/page reference
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- Every recommendation → supporting evidence
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- Every assessment → specific examples
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- Avoid: "seems", "appears", "might" (use "is unclear", "document states", "evidence suggests")
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- **Prohibited Language**:
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- No persuasive adjectives ("amazing", "excellent", "poor")
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- No unsupported generalizations ("always", "never", "obviously")
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- No hedging without reason ("perhaps", "maybe", "possibly")
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- Use: "Section 3.2 indicates...", "The document specifies...", "No evidence provided for..."
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## Quality Checklist (Verify Before Output)
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- [ ] Analysis plan documented
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- [ ] All sections have location references
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- [ ] Facts separated from interpretations
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- [ ] Language is precise and direct
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- [ ] Recommendations are actionable and specific
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- [ ] Gaps and ambiguities explicitly noted
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- [ ] Integration with project considered
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- [ ] Self-critique completed
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- [ ] Output length appropriate for document size
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- [ ] No persuasive or embellished language
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