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Magnus Hedemark 7f2842b358 feat: langchain v1.1.0 — research-validated deepening 
Major deepening of the langchain expert skill based on source audit against
official LangChain docs (docs.langchain.com, reference.langchain.com).

Changes:
- Added references/validation-audit.md documenting all research findings
- Deepened references/agent-patterns.md from 74 to 200+ lines:
  create_react_agent full parameter table, @tool decorator with
  args_schema/parse_docstring, streaming events, multi-agent supervisor
- Deepened references/lcel-reference.md from 79 to 180+ lines:
  RunnablePassthrough.assign(), RunnableParallel dict shorthand,
  RunnableLambda, RunnableConfig, .with_fallbacks(), .configurable_fields()
- Deepened references/rag-strategies.md with advanced retrieval patterns
- Deepened references/production-deployment.md with LangSmith Datasets/
  Evaluation Runs/Prompt Hub
- Added new references/callbacks.md (BaseCallbackHandler, event table,
  agent auditing patterns, async callbacks)
- Deepened references/faq-and-troubleshooting.md with Pydantic v1/v2,
  streaming+tools, checkpoint serialization guidance

All API surface claims verified against official documentation.
v1.0.3 -> v1.1.0
 2026-07-09 14:33:42 -04:00
Magnus Hedemark fe3be63800 feat: add langchain — expert LangChain framework skill 
Greenfield SkillOpt: 3 epochs optimizing discoverability, decision
guidance, and troubleshooting for a brand-new LangChain skill.

Epoch 1 — Prominence:
- Added critical AgentExecutor deprecation callout at top
- Framework Routing Guide for cross-portfolio decisions

Epoch 2 — Decision Guidance:
- Where to Start table with AgentExecutor migration row
- Pipeline Mode table (Quick/RAG/Agent/Production)

Epoch 3 — Pattern Expansion:
- Troubleshooting table with reference file links
- FAQ section covering installation, migration, performance

13 files: SKILL.md, 7 references, 4 templates, 1 script.
v1.0.0 -> v1.0.3 across 3 SkillOpt epochs.

Signed-off-by: Magnus Hedemark <magnus919@pm.me>
 2026-07-09 14:13:34 -04:00