feat: add haystack — expert skill for production search pipelines (SkillOpt 3 epochs) #84

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jasper merged 1 commit from feat/haystack-skillopt into main

2026-07-09 14:53:53 -04:00

jasper commented

2026-07-09 14:53:49 -04:00

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Adds the haystack expert skill — a comprehensive Agent Skills format skill for building search and NLP pipelines with deepset Haystack. Optimized through 3 greenfield SkillOpt epochs.\n\n11 files: 1 SKILL.md, 6 references, 3 templates, 1 script\n\n### Epoch 1 — Prominence\n- Pipeline DAG model vs LCEL pipe operator distinction\n- Core Paradigm with runnable code example\n\n### Epoch 2 — Decision Guidance\n- Framework Routing Guide (Haystack vs LangChain vs LlamaIndex vs DSPy)\n- Where to Start table\n\n### Epoch 3 — Pattern Expansion\n- Hybrid BM25 + embedding retrieval pattern\n- Evaluation pipeline with DeepEvalEvaluator\n- Hayhooks deployment and containerization\n\n### References\nPipeline Design, Document Stores, Retrievers, Evaluation, Deployment, FAQ

Adds the **haystack** expert skill — a comprehensive Agent Skills format skill for building search and NLP pipelines with deepset Haystack. Optimized through 3 greenfield SkillOpt epochs.\n\n**11 files:** 1 SKILL.md, 6 references, 3 templates, 1 script\n\n### Epoch 1 — Prominence\n- Pipeline DAG model vs LCEL pipe operator distinction\n- Core Paradigm with runnable code example\n\n### Epoch 2 — Decision Guidance\n- Framework Routing Guide (Haystack vs LangChain vs LlamaIndex vs DSPy)\n- Where to Start table\n\n### Epoch 3 — Pattern Expansion\n- Hybrid BM25 + embedding retrieval pattern\n- Evaluation pipeline with DeepEvalEvaluator\n- Hayhooks deployment and containerization\n\n### References\nPipeline Design, Document Stores, Retrievers, Evaluation, Deployment, FAQ

jasper added 1 commit

2026-07-09 14:53:50 -04:00

feat: add haystack — expert skill for production search pipelines fe5b275d00

Greenfield SkillOpt: 3 epochs for deepset Haystack skill.
Pipeline DAG model, document stores, retrievers, evaluation, deployment.

Epoch 1 — Prominence: Hard-gate on Pipeline DAG vs LCEL pipe model
Epoch 2 — Decision Guidance: Where to Start, Framework Routing Guide
Epoch 3 — Pattern Expansion: Hybrid RAG pattern, evaluation pipeline, deployment

11 files: SKILL.md, 6 references, 3 templates, 1 script.

jasper merged commit 261a969564 into main

2026-07-09 14:53:53 -04:00

jasper referenced this pull request from a commit

2026-07-09 14:53:54 -04:00

Merge pull request 'feat: add haystack — expert skill for production search pipelines (SkillOpt 3 epochs)' (#84) from feat/haystack-skillopt into main

jasper referenced this pull request

2026-07-11 16:49:40 -04:00

feat: add haystack — expert skill for production search and NLP pipelines #80