RAG search tool for agents#3861

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jtramm wants to merge 68 commits intoopenmc-dev:developfrom

jtramm:claude_rag_no_lsp

Commits on Mar 4, 2026

Add AI agent codebase indexing tools for OpenMC

John Tramm
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claude
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edited claude.md for brevity
John Tramm
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Improve search tool discoverability via --help

John Tramm
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claude
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Commits on Mar 5, 2026

Replace custom repo map with aider-based structural mapping

John Tramm
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claude
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Fix repo map to include focus files in output

John Tramm
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claude
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Revert repo map to aider's default behavior

John Tramm
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claude
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Instruct agents not to truncate index tool output

John Tramm
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claude
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Add clangd/LSP-based code navigation tool and suppress noisy repo map files

John Tramm
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claude
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Update skill and CLAUDE.md docs to include LSP navigation tool

John Tramm
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claude
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Remove hardcoded clangd-15 references from docs

John Tramm
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claude
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Remove unnecessary 'LSP tool is optional' note from skill

John Tramm
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claude
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Clean up skill and CLAUDE.md docs for consistency

John Tramm
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claude
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Add technical context about each tool's strengths and limitations

John Tramm
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claude
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Fix repo map description: it shows neighbors, not the focus file itself

John Tramm
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claude
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Broaden LSP tool description to cover all its commands

John Tramm
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claude
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Expand tool descriptions with how they actually work

John Tramm
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claude
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Soften repo map vs LSP guidance to let agent decide

John Tramm
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claude
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Remove cmake flag instructions now that compile_commands.json is automatic

John Tramm
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claude
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Remove dead code in indexer.py

John Tramm
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claude
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Remove TF-IDF fallback from embedding provider

John Tramm
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claude
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Replace AST chunking with fixed-size overlapping windows

John Tramm
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claude
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Add index build time estimate to CLAUDE.md offer text

John Tramm
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claude
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Suppress noisy HuggingFace output during model loading

John Tramm
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claude
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Fix stale docs and remove unused dependencies

John Tramm
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claude
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Add embedding model details and expand LSP acronym in skill docs

John Tramm
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claude
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Note that RAG embedding runs locally on CPU with no GPU or API key

John Tramm
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claude
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Broaden tool activation trigger to include PR reviews

John Tramm
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claude
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Add RAG demo step and 'use before grep' guidance

John Tramm
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claude
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Clarify RAG vs grep guidance: discovery vs precision

John Tramm
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claude
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Commits on Mar 6, 2026

Fix LSP references/definition bug and add LSP demo step to skill

John Tramm
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claude
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Remove aider/tree-sitter repo map tool (zero demonstrable utility)

John Tramm
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claude
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Revise OpenMC codebase tools usage instructions
jtramm
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Update CLAUDE.md with RAG tool usage guidance
jtramm
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Add agent post-mortem testimonial to skill for global awareness

John Tramm
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claude
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Rename skills to openmc- prefix for grouped tab completion

John Tramm
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claude
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Make LSP demo gracefully skip when clangd or compile_commands.json missing

John Tramm
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claude
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Fix typos, first-run model download, and empty symbol in search output

John Tramm
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claude
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Merge branch 'develop' into claude_indexing_tools
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renamed code review skill so that all OpenMC skills start with openmc for easier finding
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quieting RAG tool output to remove warning messages
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Convert RAG search and LSP tools from skills to MCP server

John Tramm
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claude
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Use AskUserQuestion widget for first-call index status prompt

John Tramm
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claude
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Require AskUserQuestion widget for RAG first-call prompt in CLAUDE.md

John Tramm
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claude
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Fix LSP references landing on class name instead of method

John Tramm
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claude
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Fix LSP references landing on class name instead of method

John Tramm
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claude
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Require AskUserQuestion widget for RAG first-call prompt in CLAUDE.md

John Tramm
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claude
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Fix stale /openmc-enable-index reference in openmc_search.py

John Tramm
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claude
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Remove dead code and stale comments in RAG tool scripts

John Tramm
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Commits on Mar 7, 2026

Add agentic development tools page to developer guide

John Tramm
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Escape single quotes in LanceDB where clause to prevent filter injection

John Tramm
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Commits on Mar 9, 2026

split agentic tools into discrete sections
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spelling
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added link
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removing rename
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Commits on Mar 10, 2026

ran auto pep 8
jtramm
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fixed splitting issue
John Tramm
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removed LSP tool for now
John Tramm
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added hint about needing longer queries with the RAG
John Tramm
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tweaks to claude.md, dialing back RAG usage
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Adding some env checks to MCP server launcher
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cleanup of python comments/docstrings etc
John Tramm
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adding more specific info regarding how the model is downloaded and from where/how.
John Tramm
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cleanup of embedding file
John Tramm
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explaining some jargon
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moving almost everything out of CLAUDE.md into AGENTS.md
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claude response to copilot comments
John Tramm
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claude response to copilot review
John Tramm
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claude response to copilot review
John Tramm
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