 Magnus Hedemark
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6c193ae2d8
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enrich: 4 skills v1.1.0 — source validation, deepened references, worked examples
DSPy v1.1.0: validation audit, worked RAG compilation example, expand ref table
Haystack v1.1.0: validation audit, file converters/YAML/component types, +2 refs
CrewAI v1.1.0: validation audit, unified Memory system, Flows docs, +3 refs
AutoGen v1.1.0: validation audit, v0.4 migration guide, AgentTool, streaming, +2 refs
All API surfaces validated against official docs.
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2026-07-09 15:15:17 -04:00 |
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Magnus Hedemark
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95046675bc
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feat: add dspy — expert skill for compiled prompt programs
Greenfield SkillOpt: 3 epochs for a Stanford DSPy compiler skill.
DSPy is a fundamentally different paradigm from chain/RAG frameworks.
Epoch 1 — Prominence:
- Hard-gate blockquote: 'DSPy is NOT a chain framework'
- Core Paradigm section with runnable code example early
Epoch 2 — Decision Guidance:
- Framework Routing Guide (DSPy vs LlamaIndex vs LangChain vs LangGraph)
- Where to Start table mapping entry points
- Troubleshooting table with reference links
Epoch 3 — Pattern Expansion:
- Optimizer selection cheat sheet from official docs
- Caching, compilation cost management, save/load
- FAQ covering paradigm confusion, errors, deployment
12 files: SKILL.md, 7 references, 3 templates, 1 script.
v1.0.0 -> v1.0.3 across 3 epochs.
All API surfaces validated against dspy.ai official docs —
optimizer selection guide, caching, core modules, FAQ.
Signed-off-by: Jasper <jasper@montcastle.bitches>
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2026-07-09 14:51:32 -04:00 |
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