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Gyeonghun Park e98c975153 feat(learn): add CLI-based LLM backends for keyless headroom learn 
Allow `headroom learn` to use locally installed coding agent CLIs
(claude, gemini, codex) as LLM backends, so subscription users
without raw API keys can run failure analysis.

Priority: --model flag > API key > HEADROOM_LEARN_CLI env var > auto-detect

- Pass prompts via stdin to avoid ARG_MAX limits
- Handle TimeoutExpired, truncate stderr, enrich JSONDecodeError
- Add 31 new tests (48 total), all passing
- Update docs/learn.md with CLI backend documentation

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-10 22:02:06 +09:00
..
overrides Revamp docs site: new theme, comprehensive landing page, complete nav 2026-03-25 20:16:22 -07:00
plans Add dynamic anchor selection with content deduplication 2026-01-21 00:19:05 -08:00
screenshots Add dashboard screenshots for cache TTL metrics PR 2026-04-06 21:52:09 -05:00
stylesheets Revamp docs site: new theme, comprehensive landing page, complete nav 2026-03-25 20:16:22 -07:00
agno.md Add feature coverage and known limitations to Agno docs 2026-01-16 16:25:31 -08:00
api.md Add TypeScript SDK (headroom-ai npm package) 2026-03-26 15:41:56 -07:00
ARCHITECTURE.md docs: update documentation for IntelligentContext TOIN + CCR integration 2026-01-27 16:08:36 -08:00
benchmarks.md Harden cache validation reporting and TTL analysis 2026-04-06 20:11:21 -05:00
ccr.md docs: update documentation for IntelligentContext TOIN + CCR integration 2026-01-27 16:08:36 -08:00
compression.md Add universal compression module with ML-based content detection 2026-01-15 15:26:14 -08:00
configuration.md Add TypeScript SDK (headroom-ai npm package) 2026-03-26 15:41:56 -07:00
errors.md v0.2.2: Add CCR Response Handler, Context Tracker, and restructure docs 2026-01-14 13:03:41 -08:00
getting-started.md Add TypeScript SDK (headroom-ai npm package) 2026-03-26 15:41:56 -07:00
image-compression.md Add image token compression with trained ML router 2026-01-25 22:40:43 -08:00
index.md feat(cli): add one-command OpenClaw wrap bootstrap 2026-04-03 23:08:13 -05:00
integration-guide.md docs: add OpenClaw plugin to README, integration guide, index, and TS SDK docs 2026-03-29 00:02:05 -07:00
langchain.md feat: add LangGraph compress_tool_messages node for ToolMessage compression 2026-03-29 17:11:15 -07:00
LATENCY_BENCHMARKS.md Fix docs to match implementation: remove false claims, add Strands guide 2026-03-25 20:04:35 -07:00
learn.md feat(learn): add CLI-based LLM backends for keyless headroom learn 2026-04-10 22:02:06 +09:00
LIMITATIONS.md Add OSS evaluation suite, universal JSON crush, latency benchmarks 2026-02-23 19:08:54 -08:00
llmlingua.md v0.2.2: Add CCR Response Handler, Context Tracker, and restructure docs 2026-01-14 13:03:41 -08:00
macos-deployment.md docs(deployment): add macOS LaunchAgent deployment guide and templates 2026-01-19 13:34:52 -08:00
mcp.md Updated README and mcp docs 2026-03-16 23:15:03 -07:00
memory.md Update memory documentation for HierarchicalMemory system 2026-01-22 23:37:14 -08:00
metrics.md feat: expose proxy OTEL metrics and Langfuse status 2026-04-09 21:20:46 -05:00
proxy.md feat: expose proxy OTEL metrics and Langfuse status 2026-04-09 21:20:46 -05:00
quickstart.md Add TypeScript SDK (headroom-ai npm package) 2026-03-26 15:41:56 -07:00
sdk.md v0.2.2: Add CCR Response Handler, Context Tracker, and restructure docs 2026-01-14 13:03:41 -08:00
shared-context.md Add SharedContext for multi-agent, rewrite README, fix proxy cleanup 2026-03-17 16:31:04 -07:00
strands.md Fix docs to match implementation: remove false claims, add Strands guide 2026-03-25 20:04:35 -07:00
text-compression.md v0.2.2: Add CCR Response Handler, Context Tracker, and restructure docs 2026-01-14 13:03:41 -08:00
transforms.md feat(toin): add TOIN + CCR integration to IntelligentContextManager 2026-01-27 16:08:36 -08:00
troubleshooting.md fix(docs): fix Docker example and document hnswlib C++ build requirement 2026-03-02 14:46:14 -06:00
typescript-sdk.md docs: add OpenClaw plugin to README, integration guide, index, and TS SDK docs 2026-03-29 00:02:05 -07:00