lean-ctx 3.1.5

Context Runtime for AI Agents with CCP. 42 MCP tools, 10 read modes, 90+ compression patterns, cross-session memory (CCP), persistent AI knowledge with temporal facts + contradiction detection, multi-agent context sharing + diaries, LITM-aware positioning, AAAK compact format, adaptive compression with Thompson Sampling bandits. Supports 24 AI tools. Reduces LLM token consumption by up to 99%.
Documentation 
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# lean-ctx — Context Engineering Layer

PREFER lean-ctx MCP tools over native equivalents for token savings:

| PREFER | OVER | Why |
|--------|------|-----|
| `ctx_read(path)` | Read / cat / head / tail | Cached, 8 compression modes, re-reads ~13 tokens |
| `ctx_shell(command)` | Shell / bash / terminal | Pattern compression for git/npm/cargo output |
| `ctx_search(pattern, path)` | Grep / rg / search | Compact, token-efficient results |
| `ctx_tree(path, depth)` | ls / find / tree | Compact directory maps |
| `ctx_edit(path, old_string, new_string)` | Edit (when Read unavailable) | Search-and-replace without native Read |

Edit files: use native Edit/StrReplace if available. If Edit requires Read and Read is unavailable, use ctx_edit.
Write, Delete, Glob — use normally. NEVER loop on Edit failures — switch to ctx_edit immediately.