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psylligent / PageIndex

πŸ“‘ PageIndex: Document Index for Vectorless, Reasoning-based RAG

Python
Use in your agentAsk this codebase

github.com/psylligent/PageIndexΒ·Indexed at d57adcdΒ·9h agoΒ·Up to date with upstream

About this codebase

140 files and 2,094 symbols in 4 modules, led by Python (110 files) and JavaScript (1).

Built from the index

Start reading

  • Knowledge graph140 files and how they depend on each other.β†’
  • Fail fast in Flash indexing when required environment keys are missingDecisionProposed decision, from a pull request.β†’

Code health

5.8out of 10Fair

This codebase scores 5.8 out of 10 for code health, which we rate fair. It also scores maintainability 6.1 and static performance 9.7 out of 10. The three are scored separately and never blended into one number. Risk is concentrated, as it usually is: 20 of 140 files are git hotspots, and they average 4.8 β€” which is where the fixes pay off most.

Full health report β†’

Do next

1 thing worth doing in the week to Oct 7, the last indexed commit, 1 of them now.

Now

  • Critical

    Simplify own_children in pageindex/tree_optimize.py while the change is fresh

    1 commit in the last 7 days added or worsened 2 critical or high findings here, still open. Fixing now costs less than after the next change.

    serious findings
    2
    critical
    1
    latest commit
    fix: unified-tree follow-ups in expand, intros and standard indexing (#5
    Small effort

Improve what Repowise can see

  • Add a test coverage report

    Without one, Repowise cannot tell tested code from untested code, so every test-related action says β€œunknown”.

    line coverage
    Unknown, no report
    Small effort
All actions in the Overview β†’

Use psylligent/PageIndex in your agent

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https://api.repowise.dev/mcp/psylligent/PageIndex

One command, run anywhere. Adds the server to your local Claude Code config.

Docs
bash
claude mcp add --transport http repowise https://api.repowise.dev/mcp/psylligent/PageIndex \
  --header "Authorization: Bearer rw_live_xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx"
The snippet shows a placeholder key. Generate one to get a copyable secret.
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This repo is public, so anyone with a Repowise account and an API key can connect.

Try asking

  • get_overview()
  • get_answer("how is PageIndex put together?")
  • get_why("why is PageIndex structured this way?")

Prefer local? pip install repowise && repowise init indexes your own checkout, no account needed.

Go deeper

  • OverviewEverything the index found, what changed this week, commits and decisions.β†’
  • DocumentationModule-by-module documentation, 252 pages, 0 written by a model.β†’
  • ArchitectureDependency graph, layers and third-party dependencies.β†’
  • Code healthEvery file's score, the findings behind it, tests and refactoring plans.β†’
  • CommitsEach commit's effect on code health, with agent provenance.β†’
  • ContributorsWho owns what, and where one person holds most of the knowledge.β†’
  • DecisionsArchitectural decisions mined from commits and pull requests.β†’
  • Ask this codebaseSign inGrounded answers over the indexed code.β†’

Maintain this repo? Claim the page

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How psylligent/PageIndex works

πŸ“‘ PageIndex: Document Index for Vectorless, Reasoning-based RAG This page is a map of the psylligent/PageIndex repository, rebuilt from the source each time it is indexed. Repowise parses every symbol, computes a dependency graph, scores per-file code health from complexity, duplication, test coverage and churn, mines git history for hotspots and ownership, and lifts the architectural decisions into documentation you can read here or query through MCP.

The codebase has 140 files and 2,094 symbols in 4 modules, led by Python, JavaScript and Shell. Code health is 5.8 out of 10, rated fair.

Use the links above to open each view, or connect this repository to your agent for grounded answers inside Claude, Cursor, Codex or VS Code.