SUMMARY AI summary by gpt-5-mini
Lean-Ctx Code Agent is a Claude-powered developer agent that routes all file reads and shell calls through lean-ctx, a local context runtime that compresses outputs before they reach the model. It’s intended for developers automating code tasks (refactors, bug fixes, tests, impact analysis) who need to avoid token‑waste from large shell outputs or big files. Key features: - Compresses file reads and shell output (typical 60–95% token reduction); cached re-reads return ~13 tokens. - Builds a property graph (imports→calls→exports) and an analyze_impact tool to rank affected files. - Exposes tools: get_overview, file_tree, read_file(s) with 10 read modes (auto, signatures, map, full, aggressive, lines, diff, entropy, task, reference), search/semantic search, find_symbol, run_shell, edit_file, get_context. - Local lean-ctx HTTP server + Python CLI (main.py) using claude-opus-4-7 with adaptive thinking. Requires lean-ctx binary, Anthropic API key, Python 3.10+.
DETECTED Detected AI stack
AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.
Language breakdown (by bytes)
Why this is classified AI-related
The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology
Total AI relevance score: 75 / 100
Position among AI repos in the same language
We track 12,540 Python repos, of which 9,686 score 40 or above on AI relevance. 389 have more stars than this one (top 3.1%), and 562 score higher (top 4.5%).
Owner
Lead Data Scientist/Data Engineer/Machine Learning Scientist.Engineer /A.I. Engineer/Advanced Analytics/Edge Analytics/ IoT (Internet of Things), advanced ML/DL
Dates
| Created on GitHub | 2026-05-09 |
| Last push | 2026-05-09 |
| First seen here | 2026-05-09 |
| Last fetched | 2026-08-17 16:17 |
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