skills/control-preflight-reflect/SKILL.md
Before each experiment, analyze latest route/STA evidence, reflect on method gaps, and output concrete improvement hypotheses and next-step A/B plan. Use when user asks to start new experiments or when model/flow conclusions may be unstable.
npx skillsauth add mr-fang-vlsi/edagent control-preflight-reflectInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Run this skill before submitting new experiment batches.
This skill should stay linked to:
eda-experiment-phenomenology-analyst when similar branches were already attempted,eda-context-accessor when current KB or paper context is missing from the preflight brief.If the latest evidence contradicts background knowledge, surface that contradiction directly in the reflection artifact and trigger KB feedback rather than hiding it inside a generic root cause label.
preflight_reflection_*.mdreferences/evidence-lock.md when collecting required artifacts and deciding whether the run is in insufficient_evidence state.references/checklist.md when scoring the explicit preflight checks and producing pass or fail per item.references/reflection-artifact.md when writing the root-cause ranking, A/B/C plan, and acceptance criteria.references/model-gap-patterns.md when deciding whether simple min(front,back) logic should be vetoed in favor of a judgment model path.development
Create immutable stage checkpoints for Innovus flows. Use when users ask for fixed golden files or restart-from-stage workflows (place/cts/route) with matched DEF+V+SDC and reproducible manifests.
tools
Capture and maintain reusable script-writing experience across wrappers, helpers, parsers, validators, and runtime shims so future script work can reuse proven patterns and avoid repeated anti-patterns.
testing
Summarize local paper PDFs into structured, citation-grounded evidence notes. Use when the user provides local PDF paths and asks for methods/assumptions/results/limitations extraction or wants evidence mapped to current EDA hypotheses.
development
Fetch primary-source paper metadata when evidence is missing or weak for EDA/model/flow claims. Use for requests like building reproducible paper candidate lists, generating user-download queues, and recording citation metadata for local validation.