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  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables AI coding agents to interrogate a local repository deterministically for symbols, dependencies, call paths, routes, tests, and Git impact, returning verified structured evidence with exact line citations instead of requiring the whole codebase to be read.

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  56 PyPI

  4

  MIT
• 

  spineofficial

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  A

  license

  -Not graded

  quality

  B

  maintenance

  Provides local-first repository architecture analysis with file-level proof, enabling agents to map codebases, locate implementations, trace call paths, and assess change impact with deterministic evidence.

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• Module Map

  yuehua-meng

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables AI coding agents to query a local-first feature-level dependency topology with line-level evidence, propose groupings, and manage and verify change tasks against the scanned graph.

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• Ripplet

  sh4-p

  A

  license

  -Not graded

  quality

  B

  maintenance

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• gbrain-code

  spacerocket3

  A

  license

  -Not graded

  quality

  B

  maintenance

  Enables coding agents to generate question-scoped repository maps, inspect symbols and SQL lineage, and audit working-tree diffs for ripple candidates, all verified against the current Git commit.

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• jevex

  jimmyhealer

  A

  license

  -Not graded

  quality

  C

  maintenance

  Enables coding agents to ask where behavior is enforced in a repository, returning source of truth, tests, callers, and line ranges without grepping.

  Updated 2 months ago (2026-09-19 13:41 UTC)

  1

  MIT