|
| 1 | +{ |
| 2 | + "version": 1, |
| 3 | + "entries": { |
| 4 | + "test-tag": { |
| 5 | + "contentHash": "6dc3db5000c67ed3de105280c6aaf5fa38831873b5c391ef175c954c8bc40354", |
| 6 | + "analysis": { |
| 7 | + "summary": "A tag for implementing text-to-speech (TTS) functionality in Taskmaster CLI commands, enabling voice output with configurable options.", |
| 8 | + "themes": [ |
| 9 | + "accessibility", |
| 10 | + "audio output", |
| 11 | + "CLI enhancement", |
| 12 | + "text-to-speech integration" |
| 13 | + ], |
| 14 | + "capabilities": [ |
| 15 | + "voice synthesis for command output", |
| 16 | + "configurable voice options", |
| 17 | + "audio output settings management" |
| 18 | + ], |
| 19 | + "technicalDomain": "CLI/accessibility", |
| 20 | + "keyEntities": [ |
| 21 | + "TTS engine", |
| 22 | + "voice configuration", |
| 23 | + "audio output handler", |
| 24 | + "taskmaster commands" |
| 25 | + ] |
| 26 | + }, |
| 27 | + "analyzedAt": "2026-02-14T16:28:43.516Z" |
| 28 | + }, |
| 29 | + "tm-start": { |
| 30 | + "contentHash": "80a43a32717a71e5532422264314d09a4fea75ee66036f1e42b05192cbbdab26", |
| 31 | + "analysis": { |
| 32 | + "summary": "CLI command implementation for starting task execution via claude-code integration, following Commander pattern with prompt building and execution flow orchestration.", |
| 33 | + "themes": [ |
| 34 | + "CLI command architecture", |
| 35 | + "External process execution", |
| 36 | + "Prompt construction", |
| 37 | + "Component integration" |
| 38 | + ], |
| 39 | + "capabilities": [ |
| 40 | + "Execute tasks via claude-code CLI", |
| 41 | + "Build standardized prompts with task details", |
| 42 | + "Register and invoke start command" |
| 43 | + ], |
| 44 | + "technicalDomain": "CLI", |
| 45 | + "keyEntities": [ |
| 46 | + "StartCommand", |
| 47 | + "PromptBuilder", |
| 48 | + "ClaudeCodeExecutor", |
| 49 | + "CLI registry" |
| 50 | + ] |
| 51 | + }, |
| 52 | + "analyzedAt": "2026-02-14T16:28:44.535Z" |
| 53 | + }, |
| 54 | + "tm-core-phase-1": { |
| 55 | + "contentHash": "c2212e0b81f4977a891ada64ee9dca998123ba36a540c2f0512c1714958098d0", |
| 56 | + "analysis": { |
| 57 | + "summary": "Foundation phase for tm-core package establishing the core architecture with AI provider abstraction, storage layer, configuration management, and a facade pattern entry point for task management operations.", |
| 58 | + "themes": [ |
| 59 | + "Package initialization and structure", |
| 60 | + "TypeScript type system design", |
| 61 | + "AI provider abstraction layer", |
| 62 | + "Repository pattern for storage", |
| 63 | + "Factory pattern for provider instantiation", |
| 64 | + "Configuration management with validation", |
| 65 | + "Facade pattern for API surface", |
| 66 | + "Dependency injection architecture" |
| 67 | + ], |
| 68 | + "capabilities": [ |
| 69 | + "Task persistence via FileStorage", |
| 70 | + "Multi-provider AI integration (Anthropic, OpenAI, Google)", |
| 71 | + "Dynamic provider loading", |
| 72 | + "Prompt building and task parsing", |
| 73 | + "Configuration validation with Zod", |
| 74 | + "Custom error handling", |
| 75 | + "Unified TaskMasterCore API" |
| 76 | + ], |
| 77 | + "technicalDomain": "core-architecture", |
| 78 | + "keyEntities": [ |
| 79 | + "TaskMasterCore", |
| 80 | + "BaseProvider", |
| 81 | + "ProviderFactory", |
| 82 | + "AnthropicProvider", |
| 83 | + "FileStorage", |
| 84 | + "IStorage", |
| 85 | + "ConfigManager", |
| 86 | + "PromptBuilder", |
| 87 | + "TaskParser", |
| 88 | + "Zod schemas" |
| 89 | + ] |
| 90 | + }, |
| 91 | + "analyzedAt": "2026-02-14T16:28:47.988Z" |
| 92 | + }, |
| 93 | + "master": { |
| 94 | + "contentHash": "dda6377d4c55860059614a2b1efbabc872fe74d7fb9a3d7613cf6e162f0a9d28", |
| 95 | + "analysis": { |
| 96 | + "summary": "Core tag encompassing the complete Task Master AI project - a CLI-based task management system with AI-powered task generation, expansion, and project planning capabilities using multiple LLM providers.", |
| 97 | + "themes": [ |
| 98 | + "AI-powered task generation and expansion", |
| 99 | + "Multi-provider LLM integration (Claude, OpenAI, Gemini, Perplexity, Ollama)", |
| 100 | + "CLI and MCP server interfaces", |
| 101 | + "Task dependency management and visualization", |
| 102 | + "PRD parsing and project initialization", |
| 103 | + "Research-backed task creation", |
| 104 | + "External integrations (GitHub, webhooks)", |
| 105 | + "Configuration and model management" |
| 106 | + ], |
| 107 | + "capabilities": [ |
| 108 | + "Parse PRDs into structured task hierarchies", |
| 109 | + "AI-driven task expansion with subtask generation", |
| 110 | + "Multiple AI provider support with fallback chains", |
| 111 | + "MCP server for IDE integration", |
| 112 | + "Task dependency tracking and validation", |
| 113 | + "Research-backed task generation via Perplexity/Grok", |
| 114 | + "GitHub issue import/export with bidirectional linking", |
| 115 | + "Interactive REPL for project exploration", |
| 116 | + "Visual dependency graphs in terminal", |
| 117 | + "Tagged task lists for multi-context management", |
| 118 | + "Complexity analysis and ICE prioritization", |
| 119 | + "Git branch management for tasks" |
| 120 | + ], |
| 121 | + "technicalDomain": "task-management", |
| 122 | + "keyEntities": [ |
| 123 | + "tasks.json", |
| 124 | + "CLI commands (task-master)", |
| 125 | + "MCP server (FastMCP)", |
| 126 | + "AI services (Claude, OpenAI, Gemini, Perplexity, Ollama, Grok)", |
| 127 | + "PRD parser", |
| 128 | + "ContextManager", |
| 129 | + "Dependency graph", |
| 130 | + "Tagged task lists", |
| 131 | + "GitHub integration", |
| 132 | + "Configuration system (.taskmaster/)" |
| 133 | + ] |
| 134 | + }, |
| 135 | + "analyzedAt": "2026-02-14T16:28:50.611Z" |
| 136 | + }, |
| 137 | + "cc-kiro-hooks": { |
| 138 | + "contentHash": "c5d51b2f95422599c40b990c8fb454325f5ffa758d9bbe236e468e90679eb702", |
| 139 | + "analysis": { |
| 140 | + "summary": "Task Integration Layer for Kiro IDE hooks and Taskmaster coordination, providing automated task lifecycle management, dependency monitoring, multi-source hook processing (event/prompt/update-based), safety controls, and a real-time React dashboard for orchestrating AI-assisted development workflows.", |
| 141 | + "themes": [ |
| 142 | + "Task lifecycle orchestration", |
| 143 | + "Hook-based automation (event, prompt, update)", |
| 144 | + "Dependency monitoring and circular detection", |
| 145 | + "Safety constraints and emergency controls", |
| 146 | + "Priority queue execution with parallelism", |
| 147 | + "AI prompt interception and context injection", |
| 148 | + "Real-time dashboard visualization", |
| 149 | + "Configuration management with version control" |
| 150 | + ], |
| 151 | + "capabilities": [ |
| 152 | + "Coordinate Kiro hooks with Taskmaster task lifecycle", |
| 153 | + "Monitor dependencies in real-time via MCP integration", |
| 154 | + "Execute tasks with priority scheduling and parallel processing", |
| 155 | + "Enforce safety limits with user approval workflows and emergency stop", |
| 156 | + "Process file system, Git, and build system events", |
| 157 | + "Intercept AI prompts to inject task context and suggest tasks", |
| 158 | + "Track code changes and validate acceptance criteria automatically", |
| 159 | + "Visualize automation status, dependency graphs, and execution history", |
| 160 | + "Manage hook configurations with import/export and validation" |
| 161 | + ], |
| 162 | + "technicalDomain": "automation-orchestration", |
| 163 | + "keyEntities": [ |
| 164 | + "TaskIntegrationLayer (TIL)", |
| 165 | + "DependencyMonitor", |
| 166 | + "ExecutionManager", |
| 167 | + "SafetyManager", |
| 168 | + "EventHookProcessor", |
| 169 | + "PromptHookProcessor", |
| 170 | + "UpdateHookProcessor", |
| 171 | + "AutomationDashboard", |
| 172 | + "ConfigurationEditor", |
| 173 | + "Taskmaster MCP", |
| 174 | + "Kiro IDE hooks" |
| 175 | + ] |
| 176 | + }, |
| 177 | + "analyzedAt": "2026-02-14T16:28:51.244Z" |
| 178 | + }, |
| 179 | + "loop": { |
| 180 | + "contentHash": "3f4af30053fa70cdbd93fdcd184509ed6c7896ad49dd9cfb91d6edc8098cb27b", |
| 181 | + "analysis": { |
| 182 | + "summary": "A loop module implementing an iterative Claude Code CLI execution framework with preset-based prompts, progress tracking, and completion detection for automated development workflows like test coverage, linting, and code quality tasks.", |
| 183 | + "themes": [ |
| 184 | + "iterative execution orchestration", |
| 185 | + "preset-based workflow automation", |
| 186 | + "progress persistence and tracking", |
| 187 | + "completion state detection", |
| 188 | + "CLI/MCP tool integration" |
| 189 | + ], |
| 190 | + "capabilities": [ |
| 191 | + "spawn and manage Claude Code CLI iterations", |
| 192 | + "resolve preset names to prompt content", |
| 193 | + "detect loop completion or blocked states", |
| 194 | + "track progress across iterations via progress.txt", |
| 195 | + "expose loop operations via CLI command and MCP tool" |
| 196 | + ], |
| 197 | + "technicalDomain": "automation", |
| 198 | + "keyEntities": [ |
| 199 | + "LoopService", |
| 200 | + "LoopDomain", |
| 201 | + "LoopPresetService", |
| 202 | + "LoopProgressService", |
| 203 | + "LoopCompletionService", |
| 204 | + "LoopExecutorService", |
| 205 | + "LoopPromptService", |
| 206 | + "LoopCommand" |
| 207 | + ] |
| 208 | + }, |
| 209 | + "analyzedAt": "2026-02-14T16:29:18.202Z" |
| 210 | + }, |
| 211 | + "tdd-phase-1-core-rails": { |
| 212 | + "contentHash": "af346d4b8c27f6ca14b979af9835b3788b8a02397c507dd32649d775c6ab4f5f", |
| 213 | + "analysis": { |
| 214 | + "summary": "TDD automation infrastructure providing AI-orchestrated test-driven development workflows with state machine management, git safety, and multi-interface agent integration (CLI/MCP).", |
| 215 | + "themes": [ |
| 216 | + "Test-Driven Development automation", |
| 217 | + "AI agent orchestration", |
| 218 | + "State machine workflow management", |
| 219 | + "Git operations with safety gates", |
| 220 | + "Multi-interface tooling (CLI/MCP)" |
| 221 | + ], |
| 222 | + "capabilities": [ |
| 223 | + "Global runtime state and artifact storage", |
| 224 | + "Safe git branching/committing/pushing with confirmation gates", |
| 225 | + "TDD phase enforcement (RED/GREEN/COMMIT validation)", |
| 226 | + "Workflow state machine (Preflight→BranchSetup→SubtaskLoop→Finalize→Complete)", |
| 227 | + "Conventional commit generation with task metadata", |
| 228 | + "CLI and MCP interfaces for AI agent integration" |
| 229 | + ], |
| 230 | + "technicalDomain": "developer-tooling", |
| 231 | + "keyEntities": [ |
| 232 | + "GlobalStorage", |
| 233 | + "GitAdapter", |
| 234 | + "TestResultValidator", |
| 235 | + "WorkflowOrchestrator", |
| 236 | + "CommitMessageGenerator", |
| 237 | + "SubtaskTDDLoop", |
| 238 | + "AutopilotCLI", |
| 239 | + "AutopilotMCPTools", |
| 240 | + "ConfigSystem" |
| 241 | + ] |
| 242 | + }, |
| 243 | + "analyzedAt": "2026-02-14T16:29:21.777Z" |
| 244 | + }, |
| 245 | + "tdd-workflow-phase-0": { |
| 246 | + "contentHash": "f1095c0773e51d16b51050c505e8b6a440d8d888dd8e7a9a23ff668ca94fe258", |
| 247 | + "analysis": { |
| 248 | + "summary": "CLI command infrastructure for an \"autopilot\" feature that automates Test-Driven Development (TDD) workflows, including preflight checks, task validation, execution planning, and dry-run mode for previewing automated development cycles.", |
| 249 | + "themes": [ |
| 250 | + "CLI command scaffolding", |
| 251 | + "TDD automation", |
| 252 | + "Execution planning and ordering", |
| 253 | + "Preflight validation", |
| 254 | + "Dry-run simulation", |
| 255 | + "Dependency-aware task scheduling" |
| 256 | + ], |
| 257 | + "capabilities": [ |
| 258 | + "Autopilot command with dry-run mode", |
| 259 | + "Test runner and git state detection", |
| 260 | + "Task loading and structural validation", |
| 261 | + "Execution plan visualization", |
| 262 | + "Branch and tag generation", |
| 263 | + "Subtask dependency ordering", |
| 264 | + "RED/GREEN/COMMIT phase planning", |
| 265 | + "Finalization step orchestration", |
| 266 | + "CLI registry integration", |
| 267 | + "Comprehensive error handling" |
| 268 | + ], |
| 269 | + "technicalDomain": "CLI / DevOps Automation", |
| 270 | + "keyEntities": [ |
| 271 | + "autopilot command", |
| 272 | + "preflight detection system", |
| 273 | + "execution plan", |
| 274 | + "subtask execution order", |
| 275 | + "TDD phases (RED/GREEN/COMMIT)", |
| 276 | + "branch/tag planning", |
| 277 | + "CLI command registry", |
| 278 | + "TaskMaster state" |
| 279 | + ] |
| 280 | + }, |
| 281 | + "analyzedAt": "2026-02-14T16:29:22.721Z" |
| 282 | + }, |
| 283 | + "autonomous-tdd-git-workflow": { |
| 284 | + "contentHash": "bcb6518cdfd91b94778c3a61c920bd038d7b2550c6649bda76eaa6d17aa0e342", |
| 285 | + "analysis": { |
| 286 | + "summary": "An autonomous Test-Driven Development workflow orchestration system that manages the complete Red-Green-Commit cycle, integrating git operations, test execution, coverage enforcement, and PR creation into a state-machine-driven automation pipeline.", |
| 287 | + "themes": [ |
| 288 | + "TDD automation (Red-Green-Commit cycle)", |
| 289 | + "Git workflow orchestration", |
| 290 | + "Test framework abstraction and multi-framework support", |
| 291 | + "Coverage enforcement and validation", |
| 292 | + "State machine workflow management", |
| 293 | + "Resume/checkpoint functionality for interrupted runs", |
| 294 | + "Real-time monitoring via event streaming and TUI", |
| 295 | + "Intelligent test targeting and subtask dependency resolution", |
| 296 | + "Automated PR creation with run reports" |
| 297 | + ], |
| 298 | + "capabilities": [ |
| 299 | + "Autonomous TDD cycle execution for subtasks", |
| 300 | + "Git operations via adapter pattern (commit, branch, PR)", |
| 301 | + "Multi-framework test detection and execution", |
| 302 | + "Code coverage threshold enforcement", |
| 303 | + "Run state persistence and logging for traceability", |
| 304 | + "Checkpoint/resume for interrupted workflows", |
| 305 | + "Tag-branch mapping with automatic context switching", |
| 306 | + "Conventional commit message generation", |
| 307 | + "Dry-run visualization with execution timeline", |
| 308 | + "Real-time workflow progress monitoring via event streaming", |
| 309 | + "tmux-based TUI for interactive navigation" |
| 310 | + ], |
| 311 | + "technicalDomain": "automation-workflow", |
| 312 | + "keyEntities": [ |
| 313 | + "WorkflowOrchestrator", |
| 314 | + "GitAdapter", |
| 315 | + "TestRunnerAdapter", |
| 316 | + "autopilot CLI command", |
| 317 | + "surgical test generator", |
| 318 | + "run state persistence system", |
| 319 | + "prompt composition system", |
| 320 | + "coverage validator", |
| 321 | + "event streaming system", |
| 322 | + "tmux TUI navigator" |
| 323 | + ] |
| 324 | + }, |
| 325 | + "analyzedAt": "2026-02-14T16:29:24.759Z" |
| 326 | + } |
| 327 | + } |
| 328 | +} |
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