Split llm codegen into idea plus per item
Skill kjuhwa/skills-hub/skills/workflow/split-llm-codegen-into-idea-plus-per-item
Split large LLM code generation into lightweight idea call + per-item full code calls to maximize output per artifactFrom its SKILL.md
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SKILL.md
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Split LLM Code Generation: Idea + Per-Item Calls
When generating multiple large code artifacts via LLM CLI, a single call requesting N items produces N small results. Splitting into (1 + N) calls — one lightweight idea call plus N individual code calls — gives each artifact the full response capacity.
When to use
- Generating 3+ substantial code artifacts (apps, components, modules) in one workflow
- Each artifact needs 500+ lines
- Single-call approach produces undersized results
Pattern
Call 1 (lightweight, 2min timeout):
"Generate N ideas with names, descriptions, features"
→ Parse N idea blocks
Call 2..N+1 (heavy, 30min timeout each):
"Build ONE complete app for idea[i] with full spec"
→ Each gets full response capacity
Key decisions
- Idea call is cheap (short response) — use tight timeout (60-120s)
- Code calls are heavy — use generous timeout (15-30min)
- Pass idea metadata (name, features) into each code call for consistency
- Concatenate results after all calls complete
Anti-patterns
- Requesting all artifacts in one call ("generate 3 complete 2000-line apps") — each gets ~1/3 capacity
- Not parsing idea output before code calls — fails silently if ideas malformed
- Equal timeouts for idea vs code calls — wastes time or causes premature timeout
What ships with it
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