.agents/skills/env-setup/SKILL.md
Codex wrapper for environment creation and refresh. Use when the user wants the environment detected, created, or synchronized into the legacy `CLAUDE.md` format.
npx skillsauth add linzhe001/Harness-Research env-setupInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Read these first:
../../../.agents/references/deps-update-rule.md../../../.agents/references/language-policy.md./references/environment-refresh.md../../../CLAUDE.md if it exists../init-project/references/claude-maintenance.mdInterpret natural-language requests as one of:
createrefreshcreaterefresh./references/environment-refresh.md for the first-pass machine summary.## Environment section of CLAUDE.md.### Dataset Paths inside that section unless dataset addresses are intentionally being refreshed from project state.CLAUDE.md exactly.../init-project/references/claude-maintenance.md for section-safe final writes.$env-setup {create|refresh} interface.AskUserQuestion, ask the user directly only for missing setup choices.../../../.agents/references/language-policy.md for reply language while keeping commands, package names, keys, and paths in English.Follow the local prompt for environment detection and CLAUDE.md synchronization.
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.