.agents/skills/survey-idea/SKILL.md
Codex wrapper for WF1 idea survey and feasibility analysis. Use when the user wants literature-backed validation of a new research idea and a `docs/Feasibility_Report.md` outcome.
npx skillsauth add linzhe001/Harness-Research survey-ideaInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Read these first:
../../../.agents/references/workflow-guide.md../../../.agents/references/language-policy.md./references/feasibility-report.md../../../PROJECT_STATE.json if it existsUse this skill for WF1 when the user wants to know whether a research idea is worth pursuing.
docs/Feasibility_Report.md using the canonical template.PROJECT_STATE.json if the user wants stage-state synchronization../references/feasibility-report.md.context_summary block.PROCEED, PIVOT, or ABANDON.../../../.agents/references/language-policy.md unless a field is explicitly English-only.$survey-idea invocation.Follow the local report template and language policy closely; do not replace the scoring or recommendation structure with a generic summary.
development
WF7.5 training pipeline validation. Before entering WF8 iteration, first use Codex to review code for baseline equivalence, then run a 100-step smoke test to verify end-to-end pipeline functionality.
business
WF1 Inspiration survey and gap analysis. Takes the user's research idea, performs literature search, gap analysis, competitor analysis, and feasibility scoring, then outputs Feasibility_Report.md. Use when the user has a new CV research idea that needs a feasibility assessment.
tools
WF10 Submission/Release Tool. Multi-scene training, result packaging, filename validation, dry-run submission checks. Used after ablation experiments are complete and before competition submission.
development
WF2 Architecture refinement and MVP design. Reads the feasibility report, analyzes the base codebase architecture, designs plug-and-play new modules, defines the MVP, provides A/B/C alternative plans, and outputs Technical_Spec.md. Use when a research idea needs to be translated into a concrete technical architecture design.