77.3 Documentation Update

Documentation for Sessions

Session 77.3: Documentation Update

Date: January 31, 2026 Focus: Updating all MCP documentation to reflect current state Status: Completed

Overview

Session 77.3 focused on ensuring all documentation accurately reflects the 78 tools now available in the GoGrab AI MCP platform. This included updating tool counts, adding new categories, and creating cross-references.

Documents Updated

1. docs/english/AI/MCP/MCP-GOGRAB-AI-REFERENCE.md

Changes:

2. docs/english/AI/MCP/README.md

Changes:

3. AGENTS.md (Root)

Changes:

4. CLAUDE.md (Root)

Changes:

Tool Category Breakdown

Full Tool Inventory (78 tools)

Category Count Tools
Core Intelligence 4 preflight, get_conventions, get_stats, check_health
Session Management 10 get_session_info, set_session, complete_session, create_session_manifest, etc.
Multi-Agent 12 create_handoff, get_pending_handoffs, respond_to_handoff, get_handoff, send_agent_message, call_agent, find_agents_for_task, etc.
Decision & Learning 16 log_decision, find_similar, mine_patterns, predict_outcome, track_outcome, report_module_outcome, etc.
Code Intelligence 10 generate_module, validate_module, review_code, self_heal, etc.
Browser Automation 9 browser_navigate, browser_click, browser_fill, browser_screenshot, browser_extract, browser_execute, browser_wait, browser_status, browser_close
Desktop Connectivity 7 desktop_read_file, desktop_write_file, desktop_list_files, desktop_execute_command, desktop_clipboard_get, desktop_clipboard_set, desktop_status
Task Runner 6 create_task, list_tasks, get_task, cancel_task, create_workflow, run_workflow
Testing 4 run_tests, get_test_results, create_test_snapshot, compare_snapshots

New Category: Outcome Tracking

track_outcome

Purpose: Track the outcome of any decision with backend trigger activation

When to Use:

Example:

track_outcome({
  decisionId: "dec-abc123",
  outcome: "success",
  impact: "high",
  notes: "Feature shipped without issues",
  metrics: {
    buildTime: 45000,
    testsPassed: 23,
    coverage: 87
  }
})

Response:

{
  success: true,
  message: "Outcome tracked: ✅ Success (2 triggers activated)",
  triggersActivated: [
    { triggerId: "trig-1", triggerType: "pattern_extraction" },
    { triggerId: "trig-2", triggerType: "rule_update" }
  ],
  learningJobsQueued: 2
}

report_module_outcome

Purpose: Report outcomes specific to generated code modules

When to Use:

Example:

report_module_outcome({
  moduleId: "mod-entity-123",
  outcome: "success",
  wasDropped: true,      // Used without changes
  editCount: 0,          // No edits needed
  buildSuccess: true,    // Build passed
  deployedToProduction: true,
  wasDeleted: false,
  feedback: "Perfect module generation"
})

Response:

{
  success: true,
  wasSuccessful: true,
  confidence: 0.9,
  learnings: [
    "Module generated correctly on first try",
    "Build succeeded without errors",
    "Module deployed to production successfully",
    "Category: entity-crud - Quality score: 92"
  ]
}

Cross-References

From Session Documentation

From MCP Documentation

From Agent Documentation

Documentation Standards Applied

1. Tool Documentation Template

Every tool must have:

### `tool_name`

**Category:** Category Name
**Added:** Session XX

**Description:** What the tool does

**Input Schema:**
- `requiredParam` (required): Description
- `optionalParam` (optional): Description

**Response:**
- `success`: boolean
- `data`: Response data description

**Example:**
\`\`\`typescript
tool_name({
  requiredParam: "value"
})
\`\`\`

**Related Tools:** list of related tools

2. Category Documentation

Each category must have:

3. Version Tracking

Documentation includes:

Verification Checklist