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repo-entropy

Computes multi-dimensional entropy scores and builds an enterprise code knowledge graph for any repo.

Skill by GaganGoswami

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Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/gagangoswami-repo-entropy

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Computes multi-dimensional entropy scores and builds an enterprise code knowledge graph for any repo. Scores every file across 5 dimensions: structural (cyclomatic), temporal (git churn × complexity hotspot), knowledge (Shannon bus-factor), test (uncovered hotspots), and semantic (naming clarity). Also builds a property graph (symbols, imports, events, ownership, co-change, APIs, dependencies, DB schemas, config keys) queryable via MCP server v2. Supports federated knowledge extraction across distributed repos. Generates gap reports, Jira-ready exports, codebase inventory, semantic FTS search, and Neo4j Cypher export. Zero external services — tree-sitter, NetworkX, SQLite, git log only. Runs as VSCode background task. USE WHEN: "repo health", "riskiest files", "refactoring priority", "bus factor risk", "entropy score", "where should we refactor", "danger zone", "tech debt hotspots", "blast radius", "what calls this", "impact analysis", "who owns this file", "event flow", "dead code", "knowledge graph", "co-change coupling", "semantic-search", "jira-export", "api inventory", "dependency audit", "schema inventory", "gap analysis", "codebase inventory", "what exists today", "identify gaps", "cross-repo dependencies", "enterprise knowledge".

Use cases: backend, testing, security, productivity

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Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/repo-entropy

Tools it pre-approves 1

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

  • shell

What's inside

Skill name
repo-entropy
Description
Computes multi-dimensional entropy scores and builds an enterprise code knowledge graph for any repo. Scores every file across 5 dimensions: structural (cyclomatic), temporal (git churn × complexity hotspot), knowledge (Shannon bus-factor), test (uncovered hotspots), and semantic (naming clarity). Also builds a property graph (symbols, imports, events, ownership, co-change, APIs, dependencies, DB schemas, config keys) queryable via MCP server v2. Supports federated knowledge extraction across distributed repos. Generates gap reports, Jira-ready exports, codebase inventory, semantic FTS search, and Neo4j Cypher export. Zero external services — tree-sitter, NetworkX, SQLite, git log only. Runs as VSCode background task. USE WHEN: "repo health", "riskiest files", "refactoring priority", "bus factor risk", "entropy score", "where should we refactor", "danger zone", "tech debt hotspots", "blast radius", "what calls this", "impact analysis", "who owns this file", "event flow", "dead code", "knowledge graph", "co-change coupling", "semantic-search", "jira-export", "api inventory", "dependency audit", "schema inventory", "gap analysis", "codebase inventory", "what exists today", "identify gaps", "cross-repo dependencies", "enterprise knowledge".
License
unknown
Allowed tools
shell
Instructions
111 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Agent Skills spec issues

  • description: longer than 1024 characters

Files (61)

  • JIRA-EXPORT.md
  • KNOWLEDGE-GRAPH.md
  • MCP-PROTOCOL.md
  • MULTI-REPO.md
  • REFERENCE.md
  • SCRIPTS.md
  • SKILL.md
  • WORKFLOWS.md
  • federated-manifest.example.json
  • ast_complexity.cpython-312.pyc · scripts/__pycache__/
  • ast_extractor.cpython-312.pyc · scripts/__pycache__/
  • bus_factor.cpython-312.pyc · scripts/__pycache__/
  • call_graph.cpython-312.pyc · scripts/__pycache__/
  • common.cpython-312.pyc · scripts/__pycache__/
  • context_injector.cpython-312.pyc · scripts/__pycache__/
  • delta_updater.cpython-312.pyc · scripts/__pycache__/
  • distributed_kb_extractor.cpython-312.pyc · scripts/__pycache__/
  • entropy_delta.cpython-312.pyc · scripts/__pycache__/
  • entropy_scanner.cpython-312.pyc · scripts/__pycache__/
  • event_graph.cpython-312.pyc · scripts/__pycache__/
  • git_churn.cpython-312.pyc · scripts/__pycache__/
  • graph_builder.cpython-312.pyc · scripts/__pycache__/
  • mcp_server.cpython-312.pyc · scripts/__pycache__/
  • ownership_graph.cpython-312.pyc · scripts/__pycache__/
  • pr_context.cpython-312.pyc · scripts/__pycache__/
  • query_engine.cpython-312.pyc · scripts/__pycache__/
  • report_generator.cpython-312.pyc · scripts/__pycache__/
  • test_entropy.cpython-312.pyc · scripts/__pycache__/
  • api_extractor.py · scripts/
  • ast_complexity.py · scripts/
  • ast_engine.py · scripts/
  • bootstrap.sh · scripts/
  • bus_factor.py · scripts/
  • call_graph.py · scripts/
  • common.py · scripts/
  • config_extractor.py · scripts/
  • context_injector.py · scripts/
  • cross_repo_analyzer.py · scripts/
  • delta_updater.py · scripts/
  • dependency_parser.py · scripts/
  • distributed_kb_extractor.py · scripts/
  • entropy_delta.py · scripts/
  • entropy_scanner.py · scripts/
  • event_graph.py · scripts/
  • gap_analyzer.py · scripts/
  • git_churn.py · scripts/
  • graph_builder.py · scripts/
  • inventory_report.py · scripts/
  • jira_exporter.py · scripts/
  • mcp_server_legacy.py · scripts/
  • mcp_server_v2.py · scripts/
  • neo4j_exporter.py · scripts/
  • ownership_graph.py · scripts/
  • pr_context.py · scripts/
  • query_engine.py · scripts/
  • report_generator.py · scripts/
  • resolve_script_root.sh · scripts/
  • schema_extractor.py · scripts/
  • semantic_indexer.py · scripts/
  • test_entropy.py · scripts/
  • …and 1 more

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

More from GaganGoswami/skills

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Last commit (this folder)
May 24, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
License unknown
Repository
github.com/GaganGoswami/skills
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

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repo-entropy skill. Agent Mart. https://agentmart.dev/skills/gagangoswami-repo-entropy (last updated 2026-10-24)