
codebase-to-wiki
by Gavin-Qiao
Transform any codebase into a navigable Obsidian knowledge graph.
SKILL.md
name: codebase-to-wiki description: > Convert arbitrary codebases into structured Obsidian wikis with human-in-the-loop iterative refinement. Use when user asks to analyze, document, or create a wiki for a codebase. Supports three modes: Fresh wiki (plan structure collaboratively), Midway wiki (continue from tracked progress), Debugging (diagnose and fix issues). Features user-defined nested hierarchy, mandatory mermaid graphs and index paragraphs at non-atomic levels, multiple node types (code-bound, code-spanning, conceptual, external), and optional test coverage documentation.
DO NOT USE when: code is still under active development, documenting generated/minified code, node_modules/vendor directories, during major refactoring, or when API reference docs (Swagger/TypeDoc) are the actual need.
Codebase to Obsidian Wiki
Convert codebases into structured, navigable Obsidian knowledge graphs through iterative collaboration with the user.
Table of Contents
- Key Principles
- Core Mechanism: State Persistence
- Phase Detection
- Wiki Hierarchy
- Node Types
- Phase Workflows
- Index Paragraph Pattern
- Mermaid Requirements
- Test Coverage (Optional)
Key Principles
- Human-in-the-loop: Never proceed past a checkpoint without user confirmation
- Incremental persistence: Record every decision immediately to
.wiki-progress.md - Top-down refinement: Hierarchy emerges through dialogue; user defines levels iteratively
- Composable narratives: Module narratives are referenceable from higher levels
- Graceful degradation: For large codebases (50+ units), create stubs first, fill iteratively
- No line-level tracking: Minimum granularity is function/class/component
Core Mechanism: State Persistence
The .wiki-progress.md file captures all decisions immediately after they are made. This enables continuation from any interruption point. After each checkpoint: record the decision, update status fields, log the session action.
Phase Detection
On every invocation, determine the current phase:
1. Check: Does wiki exist at target path?
├─ NO → PHASE: Fresh (Planning)
└─ YES → Check: .wiki-progress.md exists and valid?
├─ YES, status: debugging → PHASE: Debug (Fix)
├─ YES, status: complete → Ask user intent (extend? debug?)
└─ OTHERWISE → PHASE: Midway (Continue)
Midway handles all continuation scenarios: valid in-progress state, missing progress file, or malformed progress file. Read whatever state exists (or infer from wiki structure) and continue.
Wiki Hierarchy
User-defined depth (not enforced to 3 levels). Work top-down: define higher levels first, approach granularity iteratively.
wiki-root/
├── HOME.md # Codebase level (mermaid + index paragraph)
├── .wiki-progress.md # Progress tracking (hidden)
├── ModuleA/
│ ├── ModuleA.md # Module narrative (mermaid + index paragraph)
│ ├── node1.md # Atomic node
│ └── SubModule/ # Optional deeper nesting
│ ├── SubModule.md # Sub-narrative
│ └── subnode.md
└── ModuleB/
└── ...
Rules:
- Non-atomic levels: MUST have mermaid graph + index paragraph
- Atomic nodes: NO mermaid required
- Narrative files: Named
<Module>.mdin their folder - Minimum granularity: Function, class, or component level (NEVER line numbers)
Node Types
Four node kinds exist. See references/templates.md for full frontmatter schemas.
| Kind | Description | Source Field |
|---|---|---|
code-bound | 1:1 mapping to file/function/class | path + function/class |
code-spanning | Concept across multiple files | Multiple path entries |
conceptual | No direct code (math, architecture) | Optional related_code globs |
external | Third-party dependencies | package + version |
Phase Workflows
Fresh Wiki (Planning)
STEP 1: Initial Scan
- Scan codebase structure (dirs, key files, package.json/requirements.txt)
- Identify stack and dependencies
- Present findings to user
- CHECKPOINT: "Is this overview accurate?"
- On confirm: Record stack, codebase_path in
.wiki-progress.md
STEP 2: Module Definition (Top-Down)
- Propose initial high-level module breakdown
- CHECKPOINT: "Does this grouping make sense?"
- User can merge, split, rename, nest deeper
- On confirm: Record module structure in
.wiki-progress.md
STEP 3: Granularity Calibration
- Pick ONE module, propose atomic breakdown
- CHECKPOINT: "Is this the right atomic level?"
- Iterate until agreed (minimum: function/class level)
- Apply pattern to remaining modules
- On confirm: Record atomic_granularity in
.wiki-progress.md
STEP 4: Configuration Options
- CHECKPOINT: "Include code snippets?" (default: yes)
- CHECKPOINT: "Document tests? If yes, to what granularity?"
- Options: none | per-module | per-node
- CHECKPOINT: "Custom frontmatter properties to track?"
- e.g.,
tested_by,last_reviewed,complexity
- e.g.,
- CHECKPOINT: "Batch size per session?" (default: 5 nodes)
- On confirm: Record all options in
.wiki-progress.md
STEP 5: Generate Plan
- Create HOME.md with structure
- Finalize
.wiki-progress.mdwith full checklist (status: in-progress) - CHECKPOINT: "Ready to start? Adjust priority?"
Midway Wiki (Continue)
STEP 1: Load State
IF .wiki-progress.md exists and valid:
- Read progress file
- Identify next batch (default: 5 nodes)
- Show user what's next
ELSE (missing or malformed):
- Scan wiki folder structure
- Read HOME.md frontmatter for original settings
- Identify which modules/nodes exist vs. missing
- CHECKPOINT: "Found existing wiki without valid progress tracking. Inferred state: [summary]. Continue from here?"
- Regenerate
.wiki-progress.mdfrom inferred state
STEP 2: Document Batch
- Create/update nodes from queue
- Update parent narrative if batch completes a module
- Update
.wiki-progress.mdafter each node
STEP 3: Checkpoint
- CHECKPOINT: "Continue, pause, or adjust scope?"
Debug Wiki (Fix)
STEP 1: Diagnosis
- Scan existing wiki structure
- Cross-reference with current codebase
- Identify issues:
broken_links: Note references non-existent noteorphan_notes: Not linked from any parentstale_notes: Source file no longer exists or was renamedmissing_notes: Code exists, no documentationstructural: Wrong hierarchy level
STEP 2: Plan Proposal
- Present categorized issue list
- CHECKPOINT: "Which issues to address?"
- Add debug queue to
.wiki-progress.md(status: debugging)
STEP 3: Execute
- Fix issues one-by-one
- Update
.wiki-progress.mdafter each fix
STEP 4: Completion
- CHECKPOINT: "All selected issues resolved. Delete progress file or keep for future maintenance?"
Index Paragraph Pattern
Non-atomic notes MUST include a narrative paragraph with embedded wikilinks serving as both documentation AND navigation:
## Overview
The Authentication module handles user identity verification and session
management. It consists of [[validateToken]] for JWT verification,
[[refreshSession]] for token renewal, [[logout]] for session termination,
and [[authMiddleware]] which guards protected routes. This module depends
on [[Database]] for user lookups and [[Config]] for secret management.
Narratives are composable: module narratives can be referenced from higher levels (e.g., [[Vision Module|visual perception]] in HOME.md).
Mermaid Requirements
All non-atomic levels MUST include a mermaid graph. External dependencies MUST be visually distinguished using CSS class + subgraph.
See references/mermaid-patterns.md for:
- Standard external dependency marking pattern
- HOME level (TB direction) examples
- Module level (LR direction) examples
- Deep nesting patterns
- Cross-module reference notation
- Node shape conventions
- Color-blind friendly styling
Test Coverage (Optional)
When user enables test coverage:
- Tests are subsections within existing nodes, NOT separate nodes
- Tests do not help understand code logic; they verify behavior
- Include only when user explicitly requests
## Tests
| Test | Description | Status |
|------|-------------|--------|
| `test_validate_valid_token` | Accepts well-formed JWT | ✅ |
| `test_validate_expired` | Rejects expired tokens | ✅ |
References
- references/templates.md - Frontmatter schemas and note templates
- references/mermaid-patterns.md - Diagram patterns and conventions
Score
Total Score
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