Retrofit Existing Skill

Create framework documentation from existing code.

When to Load

Load this skill for:

• /katachi:retrofit-spec <path> - Create spec from existing code
• /katachi:retrofit-design <ID> - Create design from existing code (with integrated decision discovery)
• /katachi:retrofit-decision <topic> - Document existing decisions

Dependencies

This skill requires katachi:framework-core to be loaded first for:

• Workflow principles
• Task management protocol
• Status tracking conventions

Philosophy

Most projects don't start with perfect planning. The framework should:

• Meet projects where they are
• Enable gradual documentation
• Preserve existing knowledge
• Not require starting over

Retrofit Spec Workflow

1. Identify Target

User provides file or module path:

• Single file: /path/to/module.py
• Directory: /path/to/module/
• Module name: authentication

2. Dispatch Codebase Analyzer

Task(
    subagent_type="katachi:codebase-analyzer",
    prompt=f"""
Analyze this code to create a feature specification.

## Analysis Type
spec

## Target
{file_path}

## Project Context
{vision_content if exists else "No VISION.md found"}

Infer requirements and create a draft feature spec document.
"""
)

3. Present Draft Spec

Show the inferred spec to user:

• Highlight assumptions made
• Note areas of uncertainty
• Ask: "What needs adjustment?"

4. Iterate

User provides corrections:

• Clarify user story
• Adjust acceptance criteria
• Add missing scenarios
• Correct misunderstandings

5. Determine Feature Organization

Once spec is approved, analyze existing feature structure:

• Read docs/feature-specs/README.md to understand domains
• Identify which domain this capability belongs to
• Or determine if it's a new domain

Ask user:

"This capability appears to be [domain-related].

Should it be:
A) New sub-capability in existing domain (e.g., auth/new-feature.md)
B) New capability domain (create new folder with README.md)
C) Standalone feature (top-level .md file)

6. Save Feature Spec

Write spec to appropriate location in docs/feature-specs/:

• If domain/sub-capability: docs/feature-specs/[domain]/[feature].md
• If new domain: Create folder with README.md + feature.md
• If standalone: docs/feature-specs/[feature].md

Include retrofit note:

## Retrofit Note

This spec was created from existing code at `[path]`.
Original implementation date: [Unknown / from git history if available]

---

[Rest of spec content]

## Related Deltas
(To be added when deltas implement changes to this feature)

7. Update Domain READMEs

If adding to existing domain:

• Update docs/feature-specs/[domain]/README.md
• Add entry to sub-capabilities table

If creating new domain:

• Create docs/feature-specs/[domain]/README.md
• Add domain to top-level docs/feature-specs/README.md

8. Summary

Present summary:

"Feature spec created for existing code:

File: docs/feature-specs/[path]
Domain: [domain name]

The feature documentation has been created. You can now:
- Retrofit design rationale: /katachi:retrofit-design [path]
- Retrofit another module: /katachi:retrofit-spec <path>
- Document a specific decision: /katachi:retrofit-decision <topic>

Retrofit Decision Workflow

1. Identify Decision

User describes the pattern or choice:

• "We use JWT for authentication"
• "All services follow the repository pattern"
• "Errors are handled with custom exception types"

2. Dispatch Codebase Analyzer

Task(
    subagent_type="katachi:codebase-analyzer",
    prompt=f"""
Analyze the codebase to document this decision.

## Analysis Type
decision

## Topic
{decision_description}

## Project Context
{vision_content if exists else "No VISION.md found"}

Infer the pattern/choice and create a draft ADR or DES document.
"""
)

3. Determine Document Type

Based on analysis, determine if this is:

• ADR: One-time architectural choice (technology, approach)
• DES: Repeatable pattern (how we do X)

Present recommendation to user with rationale.

4. Present Draft

Show the inferred ADR or DES:

• Context extracted from code
• Alternatives inferred (what wasn't chosen)
• Consequences observed

5. Iterate

User provides corrections:

• Clarify the context
• Add alternatives considered
• Correct consequences
• Add missing details

6. Assign ID

Determine next available ID:

• ADR: Check existing ADRs, assign next number
• DES: Check existing DES, assign next number

7. Update Index

Add to appropriate README:

• docs/architecture/README.md for ADR
• docs/design/README.md for DES

8. Save Document

Write to appropriate location:

• docs/architecture/ADR-XXX-title.md
• docs/design/DES-XXX-title.md

Retrofit Design Workflow

Create design documentation from existing code with integrated decision discovery.

1. Verify Prerequisites

• Feature must have a retrofitted spec (e.g., docs/feature-specs/auth/login.md)
• Implementation code must exist for this feature

2. Dispatch Codebase Analyzer

Task(
    subagent_type="katachi:codebase-analyzer",
    prompt=f"""
Analyze this code to create a design document.

## Analysis Type
design

## Retrofitted Spec
{spec_content}

## Implementation Code
{code_content}

## Project Context
{vision_content if exists else "No VISION.md found"}

Create a draft design document and identify undocumented decisions.
"""
)

3. Present Draft Design

Show the inferred design:

• Problem context extracted from code
• Design overview from architecture
• Modeling from code structure
• Data flow from execution paths
• Key decisions (flagged for ADR/DES)

4. Integrated Decision Discovery

For each flagged decision in Key Decisions:

• Present ADR/DES recommendation to user
• If user agrees, spawn retrofit-decision inline
• Capture the created ADR/DES reference
• Update design to reference new decisions

Example interaction:

"I identified these undocumented decisions:

1. **JWT for authentication** (architectural choice)
   Recommendation: Create ADR

2. **Repository pattern** (repeatable pattern)
   Recommendation: Create DES

Which should become formal documents?"

5. Iterate

User provides corrections:

• Clarify context
• Adjust modeling
• Add missing data flows
• Correct decision rationale

6. Validate

Dispatch katachi:design-reviewer:

• Review for completeness
• Check pattern alignment
• Identify missing elements

7. Save Design

Write to appropriate location mirroring spec structure:

• If spec is at feature-specs/auth/login.md
• Design goes to feature-designs/auth/login.md

Include retrofit note with:

• Source code path (from spec)
• Decisions created during retrofit
• Assumptions made

Update domain README if needed:

• docs/feature-designs/[domain]/README.md

Migration Strategies

Detailed patterns for adopting the framework in existing projects.

Strategy 1: Vision-First (Top-Down)

For projects with clear direction but undocumented:

1. Create VISION.md from existing understanding
2. Extract DELTAS.md from vision
3. Map existing code to deltas
4. Retrofit specs for implemented deltas
5. Mark implemented deltas as complete

Strategy 2: Code-First (Bottom-Up)

For projects with existing code but unclear direction:

1. Retrofit specs for key modules (/katachi:retrofit-spec)
   • Creates feature documentation organized by capability domain
2. Retrofit designs with integrated decision discovery (/katachi:retrofit-design)
   • ADR/DES patterns are discovered and documented automatically during this step
3. Group features into capability domains
4. Synthesize VISION.md from documented features

Note: Steps 1 and 2 create long-lived feature documentation, not work items. The retrofit-design command chains naturally after retrofit-spec and handles decision discovery inline, eliminating the need for a separate retrofit-decision pass for most decisions.

Strategy 3: Hybrid

For projects with some documentation:

1. Inventory existing documentation
2. Gap analysis: what's missing?
3. Retrofit missing pieces
4. Integrate into framework structure

Inventory First

Before retrofitting, take inventory:

Documentation Inventory

Code Inventory

Migration Path: Small Project

For projects with < 20 modules:

Week 1: Foundation

1. Create minimal VISION.md
2. Create DELTAS.md with top-level modules as deltas
3. Mark all as "✓ Implementation" (already built)

Week 2: Critical Decisions

1. Identify 3-5 key architectural decisions
2. Retrofit ADRs for each
3. Create docs/architecture/ structure

Week 3: Key Patterns

1. Identify 3-5 repeating patterns
2. Retrofit DES for each
3. Create docs/design/ structure

Ongoing: Gradual Enhancement

1. Retrofit specs when touching modules
2. Add decisions when making changes
3. Document patterns as they emerge

Migration Path: Large Project

For projects with 20+ modules:

Phase 1: Skeleton (1-2 days)

1. Create VISION.md with high-level scope
2. Create DELTAS.md with module categories only
3. Create empty DEPENDENCIES.md structure
4. Create index files for docs/

Phase 2: Critical Path (1 week)

1. Identify 5 most critical modules
2. Retrofit specs for critical modules
3. Retrofit decisions for core architecture
4. Map dependencies for critical path

Phase 3: Expand (ongoing)

1. Add deltas as modules are touched
2. Retrofit specs before making changes
3. Document decisions when discovered
4. Build dependency matrix incrementally

Handling Existing Documentation

README.md

Don't delete - It serves different purpose.

Extract to VISION.md:

• Project description → Problem statement
• Goals → Core requirements
• Architecture overview → Reference to ADRs

Keep in README:

• Getting started
• Installation
• Quick usage examples

Existing Decisions

If project has decision records:

1. Compatible format: Move to docs/architecture/ADR-XXX.md
2. Different format: Create ADR referencing original
3. Scattered decisions: Consolidate into ADRs

API Documentation

Keep separate - different purpose:

• OpenAPI/Swagger → API reference
• Delta specs → Behavior requirements

Cross-reference:

## Dependencies
- API: See OpenAPI spec at /docs/api/openapi.yaml

Retrofit Templates

Spec Retrofit Header

# [Delta Name]

## Status
Retrofit from existing code: `path/to/module`
Date: YYYY-MM-DD

## User Story
[Inferred from code behavior]

ADR Retrofit Header

# ADR-XXX: [Title]

## Status
Retrofit from existing implementation
Date: YYYY-MM-DD

## Context
[Inferred from code patterns and comments]

Common Challenges

Challenge: No Clear Delta Boundaries

Solution:

• Start with directory structure as deltas
• Refine as understanding grows
• Don't try to be perfect initially

Challenge: Undocumented Decisions

Solution:

• Interview team members
• Check git history for major changes
• Look for comments explaining "why"
• Mark assumptions clearly

Challenge: Inconsistent Patterns

Solution:

• Document current state (not ideal state)
• Create DES with "current" and "recommended"
• Gradually migrate during regular work

Challenge: Too Much to Document

Solution:

• Only retrofit what you touch
• Prioritize critical paths
• Accept partial coverage
• Document as you go

Success Criteria

Framework adoption is successful when:

1. New work follows framework - Specs before code
2. Changes update docs - Existing docs stay current
3. Decisions are captured - New choices become ADRs
4. Patterns are documented - Repeated code becomes DES
5. Team uses it - Not just one person

Anti-Patterns

Documentation Sprint

Don't: Try to document everything at once Do: Document incrementally with regular work

Perfect History

Don't: Try to reconstruct all past decisions Do: Document from now forward, retrofit as needed

Forced Fit

Don't: Force existing code into rigid categories Do: Adapt categories to fit the project

Ceremony Overload

Don't: Require full spec/design/plan for bug fixes Do: Scale documentation to task size