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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
5.0 KiB
5.0 KiB
name, description, argument-hint, allowed-tools
| name | description | argument-hint | allowed-tools |
|---|---|---|---|
| document-analysis | Read-only technical document/paper analysis using Gemini/Qwen/Codex with systematic comprehension template for insights extraction | [--tool codex|gemini|qwen] [--enhance] [--cd path] document path or topic | 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):
/cli:mode:document-analysis "README.md"
/cli:mode:document-analysis --tool gemini "analyze API documentation"
Qwen (Fallback):
/cli:mode:document-analysis --tool qwen "docs/architecture.md"
Codex (Alternative):
/cli:mode:document-analysis --tool codex "research paper in docs/"
Execution Flow
Uses cli-execution-agent for automated document analysis:
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
- Scope Definition: Clearly define what aspects to analyze before starting
- Layered Reading: Structure/Overview → Details → Critical Analysis → Synthesis
- Evidence Trail: Track section references for all extracted information
- Gap Identification: Note missing information or unclear sections explicitly
- Actionable Output: Focus on insights that inform decisions or actions