{
  "5ef2d43fdcc0141a7494c926da032af6708a60be024fdc7873cf37469b1a9a7e": {
    "result": "PURPOSE: Specifies files and directories for Git to ignore in a Node.js project\nDEPS: git\nCONCEPTS: version control, ignore patterns, build artifacts, environment configuration, dependency management",
    "ts": 1781101253058
  },
  "a093bb2fed59d699b7f9a62a5203cc196054c624e9c39c6d908c9e7db5dd2464": {
    "result": "PURPOSE: Configures npm to use legacy peer dependency resolution behavior\nDEPS: npm\nCONCEPTS: package management configuration, peer dependency handling",
    "ts": 1781101255838
  },
  "edd7b515e876afba58cd2397d4b04cf6e0309bbc2bfb81f79f7e94adb6862b30": {
    "result": "PURPOSE: Describes a Pi skill that generates per-directory `.pi-map.md` files to provide machine-readable project summaries for agent comprehension.\nDEPS: npm, Node.js\nCONCEPTS: hierarchical project analysis, documentation generation, CLI tooling, agent-oriented design",
    "ts": 1781101257984
  },
  "1c04338b0ebd9d3a241c4e7258ce7f9d2cc90be5be03788a9d7d6aff0209de47": {
    "result": "PURPOSE: Generates and maintains hierarchical `.pi-map.md` analysis files per directory to enable instant codebase comprehension via AST parsing and LLM heuristics\nDEPS: npm, TypeScript/JavaScript AST parser, Python AST parser, Go AST parser, Rust AST parser, filesystem watcher\nCONCEPTS: hierarchical documentation, incremental updates, AST-based symbol extraction, LLM heuristics, dirty tracking/validation, dense markdown optimization, guard pattern, token budget management",
    "ts": 1781101262689
  },
  "7ea3c13985c332cbdca448f7b7cd2067b4d08429b938bb61075255b8ff1a27b1": {
    "result": "PURPOSE: Design a hierarchical project analysis skill for the Pi coding agent that generates and maintains compact, LLM-optimized `.pi-map.md` files per directory using hybrid LLM + AST extraction.\nDEPS: Pi Extension API, OpenAI-compatible LLM API, tree-sitter/LSP parsers, p-limit, SHA-256 hashing, Node.js/npm, TypeScript\nCONCEPTS: hierarchical project mapping, LLM-AST hybrid extraction, dense markdown format, token-efficient context, caching by content hash, incremental patching with dirty markers, validation and stale data mitigation, concurrency and rate limiting, prompt engineering",
    "ts": 1781101268134
  },
  "b6228af707d3c250d26a87cd883ec75d6123bb561f0f1134d2ebc22b242c500e": {
    "result": "PURPOSE: Implementation plan for replacing heuristic code analysis with real LLM integration in a Pi skill package that generates hierarchical `.pi-map.md` files for software projects.\n\nDEPS: openai, p-limit, Pi ExtensionContext/modelRegistry, TypeScript/Node.js\n\nCONCEPTS: hierarchical project analysis, LLM abstraction layer, dual-provider support, disk caching with LRU eviction, parallel batch processing with retries and exponential backoff, token budget management with truncation, prompt engineering, atomic file writes, factory pattern, dependency injection",
    "ts": 1781101272709
  },
  "191f240ea0ca94939a3bac0c07ddea729dfecd34fa553c344151eee74afae826": {
    "result": "PURPOSE: Defines a TypeScript-based Pi skill package for hierarchical project analysis that generates and maintains `.pi-map.md` files via CLI and OpenAI integration.\nDEPS: typescript, vitest, eslint, openai, tree-sitter, tree-sitter-python, tree-sitter-typescript, ignore, p-limit, picocolors\nCONCEPTS: CLI tooling, static code analysis, AI-powered code intelligence, hierarchical project mapping, tree-sitter parsing, concurrency limiting, Pi skill framework",
    "ts": 1781101276443
  },
  "6736b63703d810d05e20f75829d48c3dcb26ecc34a61a72b34e67ba16c75d62a": {
    "result": "PURPOSE: Registers four Pi extension tools (project_map_init, project_map_patch, project_map_validate, project_map_reinit) for managing .pi-map.md project analysis files, plus session lifecycle hooks for auto-loading maps and injecting maintenance hints.\nDEPS: @mariozechner/pi-coding-agent, typebox, fs, path, ./src/index.js, ./src/llm-client.js, ./src/llm-error.js\nCONCEPTS: Extension API registration, schema validation with TypeBox, recursive directory traversal, event hooks (session_start, before_agent_start), LLM client abstraction, error handling with custom error types",
    "ts": 1781101281499
  },
  "fd478849f18f30f060a04006c2c99a5cf778928741fe7840bce91c1b612b475b": {
    "result": "PURPOSE: Configures TypeScript compiler options for a Node.js project targeting ES2022 with strict type checking, declaration generation, and source maps.\nDEPS: TypeScript, Node.js\nCONCEPTS: ES modules, strict type checking, declaration files, source maps, JSON module resolution, project structure separation",
    "ts": 1781101285063
  },
  "ca3d163bab055381827226140568f3bef7eaac187cebd76878e0b63e9e442356": {
    "result": "PURPOSE: Empty JSON configuration file with no defined settings\nDEPS: none\nCONCEPTS: JSON, configuration file, empty object",
    "ts": 1781101294054
  },
  "4e5f16536ba51381392c91d7548737ba1e75c260b40ba6bf12cd00e91b6662bd": {
    "result": "PURPOSE: Specifies files and directories for Git to ignore in the repository.\nDEPS: none\nCONCEPTS: version control, ignore patterns, build artifacts, dependencies, environment files",
    "ts": 1781101300959
  },
  "61b1cfba0fb43448ef5c8af601bd8d948fe6f2007bf1cbd7ad3cf38de8796959": {
    "result": "PURPOSE: Provides a brief overview of a small test project for pi-project-map functionality, describing its directory structure.\nDEPS: none\nCONCEPTS: documentation, project structure",
    "ts": 1781101302888
  },
  "774a9e5bc3d0cccb73f48c399090a674b15de7e1c3847338f8ce8f379aac4202": {
    "result": "PURPOSE: Defines Node.js package metadata, entry point, and build/test scripts for a TypeScript project.\nDEPS: typescript, vitest\nCONCEPTS: npm package configuration, build automation, testing setup",
    "ts": 1781101305949
  },
  "9b6a96e8186a8ab864e7ce794d4abffa04909d942ab25e3d2c7b4fd3b3993ff9": {
    "result": "PURPOSE: Configures TypeScript compiler settings for a Node.js project targeting ES2022 with strict type checking.\nDEPS: TypeScript, Node.js\nCONCEPTS: compiler configuration, module resolution, strict mode, source/output directory mapping, ES2022 target",
    "ts": 1781101309464
  },
  "5c4644938090d20c6ec6ad41ddcd405cd4dd743f0304839fda6536779d4a3977": {
    "result": "PURPOSE: Documents the API for user model operations and validation utilities\nDEPS: none\nCONCEPTS: API documentation, CRUD operations, input validation, serialization, error handling",
    "ts": 1781101314989
  },
  "b7ce5aa53a8029b3a8e964615c083e395923731fefa98859b52f63353cb06cd2": {
    "result": "PURPOSE: Creates and validates a user, then logs the result, while also re-exporting its dependencies.\nDEPS: ./models/user.js, ./utils/validation.js, ./utils/logger.js\nCONCEPTS: async/await, re-exports, validation, logging",
    "ts": 1781101321083
  },
  "5b7780f6c6dc3950d1eea8da636328ed4357546abd5c6b4e61158bec33f38d29": {
    "result": "PURPOSE: Renders a reusable button component with configurable variant, label, click handler, and disabled state.\nDEPS: React\nCONCEPTS: functional components, props interface with optional/required fields, default parameter values, template literals for dynamic class names, JSX",
    "ts": 1781101327896
  },
  "fecf0c5d358cd2308ec354f8648e249595634fb2b9e826bc786ae5b8cfb1b5fe": {
    "result": "PURPOSE: Renders a user information card with optional edit and delete action buttons.\nDEPS: React, ../models/user.js\nCONCEPTS: Functional components, Props interface, Optional callbacks, Conditional rendering, JSX",
    "ts": 1781101330838
  },
  "1d213e971dc36a5b0c3b09164532f4f23c47cf0d2303e696c3cc4527f1ad75cd": {
    "result": "PURPOSE: Defines a User type and provides factory/serialization functions for user objects with email validation.\nDEPS: ../utils/validation.js\nCONCEPTS: interface, type omission (Omit), spread operator, factory pattern, serialization, UUID generation",
    "ts": 1781101336857
  },
  "49f96f98e46b41171f7eec2185a7b70eccc069e35fc48e595477cb40e3058fe6": {
    "result": "PURPOSE: Provides a simple timestamped console logging utility with typed severity levels and convenience methods.\nDEPS: none\nCONCEPTS: union types, function overloading via wrappers, template literals, pure functions",
    "ts": 1781101341327
  },
  "d3f67a1eaae3b0c14e53fc33ff25f70695b99cac492b011d3d141c282775d3ee": {
    "result": "PURPOSE: Provides string validation utility functions for email format, non-emptiness, and minimum length checks.\nDEPS: none\nCONCEPTS: regular expressions, pure functions, utility module pattern, string validation",
    "ts": 1781101343923
  },
  "14311d5732fba356276aa801829d764e2f05655058c78c6da57b703fa507d9ac": {
    "result": "PURPOSE: Tests user model creation and serialization with validation\nDEPS: vitest, ../src/models/user.js\nCONCEPTS: unit testing, test-driven development, validation, serialization, error handling",
    "ts": 1781101348436
  },
  "0323321ea8b99c6b2ae75230e04e5df264d8a459f0e61608985a823f7a3d9e72": {
    "result": "PURPOSE: Unit tests for string validation utility functions\nDEPS: vitest, ../src/utils/validation.js\nCONCEPTS: unit testing, test suites, parameterized assertions, edge case testing",
    "ts": 1781101350510
  },
  "ccc1278c89e099da1a812dd261013282602a1b9a178e73474e20c659d87f9ec8": {
    "result": "PURPOSE: Injects a maintenance instruction reminder into every AI agent prompt to ensure .pi-map.md files stay updated\nDEPS: none\nCONCEPTS: prompt injection, string interpolation, constant exports, sidecar/hook pattern",
    "ts": 1781101355928
  },
  "c149160b07dd2c83c597ac8db04f0f2b664d0bfe0c73494bd441ec40537cabcd": {
    "result": "PURPOSE: Extracts structured AST data (exports, dependencies, classes, functions) from source code files across multiple languages using tree-sitter parsers.\nDEPS: fs, path, tree-sitter, tree-sitter-typescript, tree-sitter-python, tree-sitter-go, tree-sitter-rust (optional)\nCONCEPTS: AST parsing, tree traversal, visitor pattern, dynamic module loading, language-agnostic code analysis, recursive descent parsing",
    "ts": 1781101363602
  },
  "9ccca325201c14ff749252083ed2586da7ab4f51276990697a1d42a588d2866c": {
    "result": "PURPOSE: Implements a CLI tool for generating and managing hierarchical `.pi-map.md` project analysis files using LLM-powered directory summarization.\nDEPS: picocolors, ./init.js, ./patch.js, ./validate.js, ./discover.js, ./llm-client.js, ./config.js, ../package.json\nCONCEPTS: command pattern, argument parsing, dependency injection, async/await, error handling with custom error types, process exit codes, string formatting",
    "ts": 1781101369019
  },
  "f6650315d5deae3897ddee8471fe0c1976e587e59767616c732f09f5139ee3b5": {
    "result": "PURPOSE: Defines a configuration interface and loader for a project mapping tool that merges user-defined JSON config with sensible defaults.\nDEPS: fs, path\nCONCEPTS: interface definition, default constants, shallow merge, file-based configuration, optional chaining via try/catch fallback",
    "ts": 1781101372705
  },
  "ac6587bef7660e8c8de7cdb4a9a9f5453899154964801bd55ae396a8fec0b95b": {
    "result": "PURPOSE: Recursively discovers project files and directories while respecting .gitignore patterns and default ignore rules.\nDEPS: fs, path, ignore\nCONCEPTS: recursive directory traversal, gitignore pattern matching, file system filtering, tree walking",
    "ts": 1781101375796
  },
  "9083911787627247be76be8bc29763c6eb76ff19e22bb07ae35adc582dc42eb9": {
    "result": "PURPOSE: Implements an LLMClient interface that sends code analysis prompts to OpenAI's chat completions API with configured model and error handling.\nDEPS: openai, ./llm-error.js, ./llm-client.js\nCONCEPTS: dependency injection, interface implementation, environment-based configuration, error wrapping, async/await, default parameters",
    "ts": 1781101379466
  },
  "2592c1c238f016a227e8653703dba9c9a44b475b454973e81da502e433ffb826": {
    "result": "PURPOSE: Provides bidirectional conversion between PackageMapData objects and a custom markdown format for package documentation.\nDEPS: none\nCONCEPTS: string parsing, markdown serialization/deserialization, state machine parsing, data transformation",
    "ts": 1781101382110
  },
  "8c3890f74246ac93b3be460ed2e93ab961054d858d6cc34c3789084a695c30f0": {
    "result": "PURPOSE: Main entry point that re-exports core functions for the pi-project-map skill\nDEPS: ./init.js, ./patch.js, ./validate.js, ./format.js\nCONCEPTS: barrel exports, module re-export pattern, skill architecture",
    "ts": 1781101384907
  },
  "00cccebfa97420a2ddf71be724790f61699fb6ba7f59beba4dca1bf0820bd1bb": {
    "result": "PURPOSE: Generates `.pi-map.md` documentation files for each directory in a project by combining LLM-based and AST-based extraction of file and package metadata.\nDEPS: ./discover.js, ./format.js, ./llm-extract.js, ./ast-extract.js, ./merge.js, fs, path, ./llm-client.js\nCONCEPTS: async/await, dependency injection, data merging from multiple sources, file I/O, map generation/caching",
    "ts": 1781101388067
  },
  "1ef82a3248c87d9bef8b7a1d0d79f8c3294ee083ba591dc2978e5594f009c52f": {
    "result": "PURPOSE: Implements an LLM client for Kimi.com's Anthropic-compatible API to send prompts and return completions.\nDEPS: llm-error.js, llm-client.js\nCONCEPTS: dependency injection via options, environment variable configuration, fetch API, error wrapping, interface implementation",
    "ts": 1781101390722
  },
  "027ef87301425b5f8383bf6fa33b8a21467ca0ef9572e354aae1d5119e221318": {
    "result": "PURPOSE: Provides utilities for batch processing files with concurrency limiting, retry logic with exponential backoff, and configurable delays between batches.\nDEPS: p-limit, ./llm-error.js\nCONCEPTS: concurrency control, retry pattern with exponential backoff, batch processing, promise pooling, default options merging",
    "ts": 1781101394350
  },
  "bdc9b833e0b658b5f929c43e700a083b441b69e01172e6246c7eb8e942d5fb3f": {
    "result": "PURPOSE: Provides a file-based caching system for LLM results keyed by hash, with atomic writes and automatic directory creation.\nDEPS: fs, path, process\nCONCEPTS: persistent cache, atomic file writes (write-then-rename), defensive programming (corrupted cache recovery), JSON serialization, timestamp tracking, optional configuration parameters",
    "ts": 1781101397618
  },
  "ce37f5999955126fbb37f59302ed4b83242b798e332850f28eaa1c481230e3b5": {
    "result": "PURPOSE: Provides a factory function to create LLM client instances for different providers (Pi, Kimi, OpenAI/External) behind a common interface.\nDEPS: llm-error.js, external-llm-client.js, kimi-llm-client.js, pi-llm-client.js\nCONCEPTS: factory pattern, strategy pattern, interface abstraction, dependency inversion",
    "ts": 1781101401617
  },
  "936ebbbb957d1dfcc601687b077c5f4ef0107cb4f54c11db5d815c903a6c224d": {
    "result": "PURPOSE: Defines a custom error class for LLM-related errors with optional cause chaining.\nDEPS: none\nCONCEPTS: custom error class, error cause chaining, readonly properties, TypeScript class inheritance",
    "ts": 1781101403870
  },
  "4af9338e28d8e3574ff4e94a79f4c597f32329faa06ffd24dd4c7cb1f6987d4d": {
    "result": "PURPOSE: Extracts semantic metadata (purpose, dependencies, concepts) from source code files and packages using LLM prompts with heuristic fallbacks for multiple programming languages.\nDEPS: fs, crypto, path, ./llm-client.js, ./llm-cache.js, ./llm-error.js\nCONCEPTS: LLM prompt engineering, caching with content hashing, context window truncation, heuristic fallback pattern, regex-based parsing, multi-language support, structured output parsing",
    "ts": 1781101408698
  },
  "64fe8dcb933ddef5bcf79a11fe1d89585743321c2ba3af55c2ee6f1502945c52": {
    "result": "PURPOSE: Merges LLM-generated file metadata with AST-extracted code structure into a unified FileEntry format using a compact DSL for exports.\nDEPS: ./format.js\nCONCEPTS: data merging, DSL encoding, deduplication, nullish coalescing, Set operations",
    "ts": 1781101411772
  },
  "1aab9d3c142e39bc334ac2510fbe2d35cff52e6650ee07402dcda81a0522f2d6": {
    "result": "PURPOSE: Updates a `.pi-map.md` documentation file for a package, either by full rewrite for small packages or section-level patching for larger packages, using both LLM and AST extraction.\nDEPS: path, fs, ./format.js, ./llm-extract.js, ./ast-extract.js, ./merge.js, ./init.js, ./llm-client.js\nCONCEPTS: conditional logic based on size threshold, file I/O operations, async/await, data merging from multiple sources, in-place array updates, dirty flag pattern",
    "ts": 1781101416625
  },
  "b889955e1d8823a9e9103b36b42daa411f2381be2e18defb970212802f4915e2": {
    "result": "PURPOSE: Implements an LLM client adapter that delegates to Pi's internal AI runtime, handling model resolution, authentication, and response parsing.\nDEPS: ./llm-error.js, ./llm-client.js, @mariozechner/pi-ai\nCONCEPTS: adapter pattern, dynamic imports, optional chaining, defensive error handling, runtime environment detection",
    "ts": 1781101420745
  },
  "de1d2f98382d9e1e9fa7cf7ed1684993d4b7fdb505206757508dd8d917ecf525": {
    "result": "PURPOSE: Validates `.pi-map.md` files against actual project structure and source code exports, with optional auto-fix capability.\nDEPS: discover.js, format.js, fs, path, ast-extract.js, init.js\nCONCEPTS: AST analysis, set comparison, discrepancy detection, optional mutation/fixing, verbose logging",
    "ts": 1781101424333
  },
  "35562a91c040cbd1e1a7180f30faeb04be96dd94278e8c549e28fb8b6251ffe5": {
    "result": "PURPOSE: TypeScript declaration file for the Pi AI runtime module providing a `complete` function for LLM inference with structured chat completion API\nDEPS: none\nCONCEPTS: ambient module declaration, type-only declaration file (.d.ts), runtime-only module, LLM chat completion API, discriminated union types, optional chaining pattern",
    "ts": 1781101430608
  },
  "54e0b7bab2574a8ae7713ff80ef3c072a7351849e6a769af07a093e49fdd36c3": {
    "result": "PURPOSE: Tests the AST extraction utility for parsing TypeScript file exports, imports, and handling unsupported file types.\nDEPS: vitest, fs, path, os, ../src/ast-extract.js\nCONCEPTS: unit testing, temporary file creation, async/await, null assertion handling, test fixtures",
    "ts": 1781101436720
  },
  "bdbe3bafc717ce91a3ebe87c39c973f644611b653a9f6e5e689e7797e3b3b0ff": {
    "result": "PURPOSE: Tests markdown rendering and parsing functions for package metadata, including round-trip serialization and edge cases like empty arrays and multiline fields.\nDEPS: vitest, ../src/format.js\nCONCEPTS: unit testing, round-trip testing, snapshot-like assertions, edge case handling, type imports",
    "ts": 1781101440871
  },
  "7a708d3abc7a83c5ba649c898af12bc3243973d0e3bc581ff48a3cbd4cb52320": {
    "result": "PURPOSE: Integration tests for a project mapping tool that verifies init, patch, and validate functionality using temporary directories\nDEPS: vitest, fs, path, os, ../src/init.js, ../src/patch.js, ../src/validate.js\nCONCEPTS: integration testing, temporary filesystem fixtures, setup/teardown hooks, async/await, test-driven development",
    "ts": 1781101445059
  },
  "511ff5fedc1e22e8979c7ad5f29e01a04267c384046e50673545ca45adc9e71b": {
    "result": "PURPOSE: Unit tests for retry logic and parallel file processing utilities in an LLM batch processing module.\nDEPS: vitest, ../src/llm-batch.js, ../src/llm-error.js\nCONCEPTS: unit testing, async/await, retry pattern, concurrency control, error handling, parameterized testing",
    "ts": 1781101448595
  },
  "ac5829c11c6079597acd38e8a39eeb84d4eb28a27c733574b687ff17c82f9307": {
    "result": "PURPOSE: Tests the getCached and setCached functions from llm-cache.js using a temporary file-based cache in a vitest test suite.\nDEPS: vitest, ../src/llm-cache.js, fs, path, os\nCONCEPTS: unit testing, file system mocking/cleanup, temporary directories, beforeEach/afterEach hooks, test isolation",
    "ts": 1781101452064
  },
  "243326dc6b993d8dfbb98ebfbd51119e8824a55c3d262fd54351e2598509942f": {
    "result": "PURPOSE: Tests the llm-extract module's ability to extract file metadata (exports, dependencies, purpose, concepts) using both heuristic parsing and LLM-based analysis.\nDEPS: vitest, ../src/llm-extract.js, fs, path, os, ../src/llm-client.js\nCONCEPTS: unit testing, mocking, temporary file fixtures, parameterized testing, fallback strategies",
    "ts": 1781101455713
  },
  "c7c525672af743b8e7cc12441011b85fe1bec325c138c21c2b4ee1415a8bf863": {
    "result": "PURPOSE: Integration test suite for LLM client functionality using the Kimi API, testing client creation, file/package extraction, caching, parallel processing, and error handling.\nDEPS: vitest, fs, path, os, ../src/llm-client.js, ../src/llm-extract.js, ../src/llm-batch.js\nCONCEPTS: integration testing, environment variable management, temporary file system operations, test skipping conditionally, API client mocking/spying, parallel processing with concurrency control, caching verification, error handling validation",
    "ts": 1781101460014
  },
  "64f5ab73ff71a9c41639f3c8a5e248387a01e27a9612f0ed2b682708557f6a27": {
    "result": "PURPOSE: Unit tests for a Pi extension that registers project map tools and lifecycle event handlers.\nDEPS: vitest, fs, path, os, @mariozechner/pi-coding-agent, typebox, @mariozechner/pi-ai, ../pi-extension.js\nCONCEPTS: unit testing, mocking with vi.mock, dependency injection, temporary filesystem fixtures, tool registration testing, event handler testing",
    "ts": 1781101463953
  }
}