Files
manual_slop/CONDUCTOR.md
Ed_ a2a1447f58 checkpoint: Claude Code integration + implement missing MCP var tools
Add Claude Code conductor commands, MCP server, MMA exec scripts,
and implement py_get_var_declaration / py_set_var_declaration which
were registered in dispatch and tool specs but had no function bodies.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-28 10:47:42 -05:00

15 KiB

CONDUCTOR.md

Read me first. Every other doc is linked below.

Critical Context (Read First)

  • Tech Stack: [List core technologies]
  • Main File: [Primary code file and line count]
  • Core Mechanic: [One-line description]
  • Key Integration: [Important external services]
  • Platform Support: [Deployment targets]
  • DO NOT: [Critical things to avoid]

Table of Contents

  1. Architecture - Tech stack, folder structure, infrastructure
  2. Design Tokens - Colors, typography, visual system
  3. UI/UX Patterns - Components, interactions, accessibility
  4. Runtime Config - Environment variables, feature flags
  5. Data Model - Database schema, entities, relationships
  6. API Contracts - Endpoints, request/response formats, auth
  7. Build & Release - Build process, deployment, CI/CD
  8. Testing Guide - Test strategies, E2E scenarios, coverage
  9. Operational Playbooks - Deployment, rollback, monitoring
  10. Contributing - Code style, PR process, conventions
  11. Error Ledger - Critical P0/P1 error tracking
  12. Task Management - Active tasks, phase tracking, context preservation

Quick Reference

Main Constants: [file:lines] - Description
Core Class: [file:lines] - Description
Key Function: [file:lines] - Description
[Include 10-15 most accessed code locations]

Current State

  • Feature complete
  • Feature in progress
  • Feature planned [Track active work]

Development Workflow

[5-6 steps for common workflow]

Task Templates

1. [Common Task Name]

  1. Step with file:line reference
  2. Step with specific action
  3. Test step
  4. Documentation update

[Include 3-5 templates]

Anti-Patterns (Avoid These)

Don't [action] - [Reason]
[List 5-6 critical mistakes]

Version History

  • v1.0.0 - Initial release
  • v1.1.0 - Feature added (see JOURNAL.md YYYY-MM-DD)
    [Link major versions to journal entries]

Continuous Engineering Journal

Claude, keep an ever-growing changelog in JOURNAL.md.

What to Journal

  • Major changes: New features, significant refactors, API changes
  • Bug fixes: What broke, why, and how it was fixed
  • Frustration points: Problems that took multiple attempts to solve
  • Design decisions: Why we chose one approach over another
  • Performance improvements: Before/after metrics
  • User feedback: Notable issues or requests
  • Learning moments: New techniques or patterns discovered

Journal Format

```

YYYY-MM-DD HH:MM

[Short Title]

  • What: Brief description of the change
  • Why: Reason for the change
  • How: Technical approach taken
  • Issues: Any problems encountered
  • Result: Outcome and any metrics

[Short Title] |ERROR:ERR-YYYY-MM-DD-001|

  • What: Critical P0/P1 error description
  • Why: Root cause analysis
  • How: Fix implementation
  • Issues: Debugging challenges
  • Result: Resolution and prevention measures

[Task Title] |TASK:TASK-YYYY-MM-DD-001|

  • What: Task implementation summary
  • Why: Part of [Phase Name] phase
  • How: Technical approach and key decisions
  • Issues: Blockers encountered and resolved
  • Result: Task completed, findings documented in ARCHITECTURE.md ```

Compaction Rule

When JOURNAL.md exceeds 500 lines:

  1. Claude summarizes the oldest half into JOURNAL_ARCHIVE/<year>-<month>.md
  2. Remaining entries stay in JOURNAL.md so the file never grows unbounded

⚠️ Claude must NEVER delete raw history—only move & summarize.

2. ARCHITECTURE.md

Purpose: System design, tech stack decisions, and code structure with line numbers.

Required Elements:

  • Technology stack listing
  • Directory structure diagram
  • Key architectural decisions with rationale
  • Component architecture with exact line numbers
  • System flow diagram (ASCII art)
  • Common patterns section
  • Keywords for search optimization

Line Number Format: ```

ComponentName Structure

```typescript // Major classes with exact line numbers class MainClass { /* lines 100-500 / } // class Helper { / lines 501-600 */ } // ``` ```

3. DESIGN.md

Purpose: Visual design system, styling, and theming documentation.

Required Sections:

  • Typography system
  • Color palette (with hex values)
  • Visual effects specifications
  • Character/entity design
  • UI/UX component styling
  • Animation system
  • Mobile design considerations
  • Accessibility guidelines
  • Keywords section

4. DATA_MODEL.md

Purpose: Database schema, application models, and data structures.

Required Elements:

  • Database schema (SQL)
  • Application data models (TypeScript/language interfaces)
  • Validation rules
  • Common queries
  • Data migration history
  • Keywords for entities

5. API.md

Purpose: Complete API documentation with examples.

Structure for Each Endpoint: ```

Endpoint Name

```http METHOD /api/endpoint ```

Request

```json { "field": "type" } ```

Response

```json { "field": "value" } ```

Details

  • Rate limit: X requests per Y seconds
  • Auth: Required/Optional
  • Notes: Special considerations ```

6. CONFIG.md

Purpose: Runtime configuration, environment variables, and settings.

Required Sections:

  • Environment variables (required and optional)
  • Application configuration constants
  • Feature flags
  • Performance tuning settings
  • Security configuration
  • Common patterns for configuration changes

7. BUILD.md

Purpose: Build process, deployment, and CI/CD documentation.

Include:

  • Prerequisites
  • Build commands
  • CI/CD pipeline configuration
  • Deployment steps
  • Rollback procedures
  • Troubleshooting guide

8. TEST.md

Purpose: Testing strategies, patterns, and examples.

Sections:

  • Test stack and tools
  • Running tests commands
  • Test structure
  • Coverage goals
  • Common test patterns
  • Debugging tests

9. UIUX.md

Purpose: Interaction patterns, user flows, and behavior specifications.

Cover:

  • Input methods
  • State transitions
  • Component behaviors
  • User flows
  • Accessibility patterns
  • Performance considerations

10. CONTRIBUTING.md

Purpose: Guidelines for contributors.

Include:

  • Code of conduct
  • Development setup
  • Code style guide
  • Commit message format
  • PR process
  • Common patterns

11. PLAYBOOKS/DEPLOY.md

Purpose: Step-by-step operational procedures.

Format:

  • Pre-deployment checklist
  • Deployment steps (multiple options)
  • Post-deployment verification
  • Rollback procedures
  • Troubleshooting

12. ERRORS.md (Critical Error Ledger)

Purpose: Track and resolve P0/P1 critical errors with full traceability.

Required Structure: ```

Critical Error Ledger

Schema

ID First seen Status Severity Affected area Link to fix

Active Errors

[New errors added here, newest first]

Resolved Errors

[Moved here when fixed, with links to fixes] ```

Error ID Format: ERR-YYYY-MM-DD-001 (increment for multiple per day)

Severity Definitions:

  • P0: Complete outage, data loss, security breach
  • P1: Major functionality broken, significant performance degradation
  • P2: Minor functionality (not tracked in ERRORS.md)
  • P3: Cosmetic issues (not tracked in ERRORS.md)

Claude's Error Logging Process:

  1. When P0/P1 error occurs, immediately add to Active Errors
  2. Create corresponding JOURNAL.md entry with details
  3. When resolved:
    • Move to Resolved Errors section
    • Update status to "resolved"
    • Add commit hash and PR link
    • Add |ERROR:<ID>| tag to JOURNAL.md entry
    • Link back to JOURNAL entry from ERRORS.md

13. TASKS.md (Active Task Management)

Purpose: Track ongoing work with phase awareness and context preservation between sessions.

IMPORTANT: TASKS.md complements Claude's built-in todo system - it does NOT replace it:

  • Claude's todos: For immediate task tracking within a session
  • TASKS.md: For preserving context and state between sessions

Required Structure:

# Task Management

## Active Phase
**Phase**: [High-level project phase name]
**Started**: YYYY-MM-DD
**Target**: YYYY-MM-DD
**Progress**: X/Y tasks completed

## Current Task
**Task ID**: TASK-YYYY-MM-DD-NNN
**Title**: [Descriptive task name]
**Status**: PLANNING | IN_PROGRESS | BLOCKED | TESTING | COMPLETE
**Started**: YYYY-MM-DD HH:MM
**Dependencies**: [List task IDs this depends on]

### Task Context
<!-- Critical information needed to resume this task -->
- **Previous Work**: [Link to related tasks/PRs]
- **Key Files**: [Primary files being modified with line ranges]
- **Environment**: [Specific config/versions if relevant]
- **Next Steps**: [Immediate actions when resuming]

### Findings & Decisions
- **FINDING-001**: [Discovery that affects approach]
- **DECISION-001**: [Technical choice made] → Link to ARCHITECTURE.md
- **BLOCKER-001**: [Issue preventing progress] → Link to resolution

### Task Chain
1. ✅ [Completed prerequisite task] (TASK-YYYY-MM-DD-001)
2. 🔄 [Current task] (CURRENT)
3. ⏳ [Next planned task]
4. ⏳ [Future task in phase]

Task Management Rules:

  1. One Active Task: Only one task should be IN_PROGRESS at a time
  2. Context Capture: Before switching tasks, capture all context needed to resume
  3. Findings Documentation: Record unexpected discoveries that impact the approach
  4. Decision Linking: Link architectural decisions to ARCHITECTURE.md
  5. Completion Trigger: When task completes:
    • Generate JOURNAL.md entry with task summary
    • Archive task details to TASKS_ARCHIVE/YYYY-MM/TASK-ID.md
    • Load next task from chain or prompt for new phase

Task States:

  • PLANNING: Defining approach and breaking down work
  • IN_PROGRESS: Actively working on implementation
  • BLOCKED: Waiting on external dependency or decision
  • TESTING: Implementation complete, validating functionality
  • COMPLETE: Task finished and documented

Integration with Journal:

  • Each completed task auto-generates a journal entry
  • Journal references task ID for full context
  • Critical findings promoted to relevant documentation

Documentation Optimization Rules

1. Line Number Anchors

  • Add exact line numbers for every class, function, and major code section
  • Format: **Class Name (Lines 100-200)**
  • Add HTML anchors: <!-- #class-name -->
  • Update when code structure changes significantly

2. Quick Reference Card

  • Place in CLAUDE.md after Table of Contents
  • Include 10-15 most common code locations
  • Format: **Feature**: file:lines - Description

3. Current State Tracking

  • Use checkbox format in CLAUDE.md
  • - [x] Completed feature
  • - [ ] In-progress feature
  • Update after each work session

4. Task Templates

  • Provide 3-5 step-by-step workflows
  • Include specific line numbers
  • Reference files that need updating
  • Add test/verification steps

5. Keywords Sections

  • Add to each major .md file
  • List alternative search terms
  • Format: ## Keywords <!-- #keywords -->
  • Include synonyms and related terms

6. Anti-Patterns

  • Use emoji for clarity
  • Explain why each is problematic
  • Include 5-6 critical mistakes
  • Place prominently in CLAUDE.md

7. System Flow Diagrams

  • Use ASCII art for simplicity
  • Show data/control flow
  • Keep visual and readable
  • Place in ARCHITECTURE.md

8. Common Patterns

  • Add to relevant docs (CONFIG.md, ARCHITECTURE.md)
  • Show exact code changes needed
  • Include before/after examples
  • Reference specific functions

9. Version History

  • Link to JOURNAL.md entries
  • Format: v1.0.0 - Feature (see JOURNAL.md YYYY-MM-DD)
  • Track major changes only

10. Cross-Linking

  • Link between related sections
  • Use relative paths: [Link](./FILE.md#section)
  • Ensure bidirectional linking where appropriate

Journal System Setup

JOURNAL.md Structure

```

Engineering Journal

YYYY-MM-DD HH:MM

[Descriptive Title]

  • What: Brief description of the change
  • Why: Reason for the change
  • How: Technical approach taken
  • Issues: Any problems encountered
  • Result: Outcome and any metrics

[Entries continue chronologically] ```

Journal Best Practices

  1. Entry Timing: Add entry immediately after significant work
  2. Detail Level: Include enough detail to understand the change months later
  3. Problem Documentation: Especially document multi-attempt solutions
  4. Learning Moments: Capture new techniques discovered
  5. Metrics: Include performance improvements, time saved, etc.

Archive Process

When JOURNAL.md exceeds 500 lines:

  1. Create JOURNAL_ARCHIVE/ directory
  2. Move oldest 250 lines to JOURNAL_ARCHIVE/YYYY-MM.md
  3. Add summary header to archive file
  4. Keep recent entries in main JOURNAL.md

Implementation Steps

Phase 1: Initial Setup (30-60 minutes)

  1. Create CLAUDE.md with all required sections
  2. Fill Critical Context with 6 essential facts
  3. Create Table of Contents with placeholder links
  4. Add Quick Reference with top 10-15 code locations
  5. Set up Journal section with formatting rules

Phase 2: Core Documentation (2-4 hours)

  1. Create each .md file from the list above
  2. Add Keywords section to each file
  3. Cross-link between files where relevant
  4. Add line numbers to code references
  5. Create PLAYBOOKS/ directory with DEPLOY.md
  6. Create ERRORS.md with schema table

Phase 3: Optimization (1-2 hours)

  1. Add Task Templates to CLAUDE.md
  2. Create ASCII system flow in ARCHITECTURE.md
  3. Add Common Patterns sections
  4. Document Anti-Patterns
  5. Set up Version History

Phase 4: First Journal Entry

Create initial JOURNAL.md entry documenting the setup: ```

YYYY-MM-DD HH:MM

Documentation Framework Implementation

  • What: Implemented CLAUDE.md modular documentation system
  • Why: Improve AI navigation and code maintainability
  • How: Split monolithic docs into focused modules with cross-linking
  • Issues: None - clean implementation
  • Result: [Number] documentation files created with full cross-referencing ```

Maintenance Guidelines

Daily

  • Update JOURNAL.md with significant changes
  • Mark completed items in Current State
  • Update line numbers if major refactoring

Weekly

  • Review and update Quick Reference section
  • Check for broken cross-links
  • Update Task Templates if workflows change

Monthly

  • Review Keywords sections for completeness
  • Update Version History
  • Check if JOURNAL.md needs archiving

Per Release

  • Update Version History in CLAUDE.md
  • Create comprehensive JOURNAL.md entry
  • Review all documentation for accuracy
  • Update Current State checklist

Benefits of This System

  1. AI Efficiency: Claude can quickly navigate to exact code locations
  2. Modularity: Easy to update specific documentation without affecting others
  3. Discoverability: New developers/AI can quickly understand the project
  4. History Tracking: Complete record of changes and decisions
  5. Task Automation: Templates reduce repetitive instructions
  6. Error Prevention: Anti-patterns prevent common mistakes