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42-title-optimizer vs langchain-eval-harness

Two General Claude Code skills, side by side. Pick the right skill for your workflow with a side-by-side look at metadata, sample code, and install commands.

Side-by-side

Name42-title-optimizerlangchain-eval-harness
DescriptionIterative title tag and headline optimizer with multi-round refinement. Generates 5 variations per round across 3 rounds (diverge, refine, polish) with transparent scoring on 7 dimensions. Accepts URL, file path, or…Build reproducible evaluation pipelines for LangChain 1.0 chains and LangGraph 1.0 agents — golden datasets, LangSmith evaluate(), ragas RAG metrics, deepeval LLM-as-judge, agent trajectory analysis, and CI gating on…
CategoryGeneralGeneral
Sub-categorygeneral-miscgeneral-misc
Tagsai:llm type:debug
Authorchapter42Jeremy Longshore <[email protected]>
LicenseMIT
Install/add-skill 42-title-optimizer/add-skill langchain-eval-harness

Tag overlap

Shared

Only in 42-title-optimizer

Only in langchain-eval-harness ai:llm, type:debug

Sample code from each SKILL.md

42-title-optimizer

/42:title-optimizer <url>                        # Fetch page, analyze, 3 rounds
/42:title-optimizer <url> --rounds 1             # Quick: 1 round, 5 variations
/42:title-optimizer <url> --focus discover        # Optimize for Google Discover
/42:title-optimizer <url> --focus serp            # Optimize for search title tags
/42:title-optimizer "<title>" --content <file>   # Manual title + content from file
/42:title-optimizer "<title>" --content "<text>" # Manual title + inline content

langchain-eval-harness

# evals/golden_set/v2026.04.jsonl
{"id": "gs-0001", "input": "Refund policy for SKU ABC-42?", "expected": "30 days with receipt", "contexts": ["policy_v3.md"], "tags": ["refund"], "difficulty": "easy", "dataset_version": "2026.04"}
{"id": "gs-0002", "input": "Return policy for opened software?", "expected": "No, opened software is final sale", "contexts": ["policy_v3.md#returns"], "tags": ["refund"], "difficulty": "medium", "dataset_version": "2026.04"}

When to choose each

42-title-optimizer — Iterative title tag and headline optimizer with multi-round refinement. Generates 5 variations per round across 3 rounds (diverge, refine, polish) with transparent scoring on 7 dimensions. Accepts URL, file path, or…

langchain-eval-harness — Build reproducible evaluation pipelines for LangChain 1.0 chains and LangGraph 1.0 agents — golden datasets, LangSmith evaluate(), ragas RAG metrics, deepeval LLM-as-judge, agent trajectory analysis, and CI gating on…

Both are free to install. If you're unsure, install both — Claude Code skills are isolated by filename and only collide if their trigger phrases overlap (rare). The richest signal is the SKILL.md body itself — open both skill pages and read the first paragraph of each.

Open 42-title-optimizer → Open langchain-eval-harness →

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