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Claude Skills by Optim-Agent
github.com/Optim-Agent8 skills0 installs9 views
- optim-agentUse when the user wants to optimize configurable system parameters against a measurable scalar objective, especially for model training, inference, quantitative strategies, reinforcement learning, scientific workflows, or other expensive black-box evaluations where reading the project can improve trial selection.Votes: 0GitHub stars: 936
- Optim AgentUse when optimizing configurable system parameters against a measurable scalar objective.Votes: 0GitHub stars: 936
- Optim AgentUse when optimizing configurable system parameters against a measurable scalar objective.Votes: 0GitHub stars: 936
- Create A Big PlanCreate a large Prime Agent plan before implementation. Use for open-ended or high-risk repo efforts needing 10 or more planning questions, web research, reviewer or criticizer subagents, and refinement until convergence; exclude direct implementation-only, factual/explanation, trivial command-only, or explicit no-plan requests.Votes: 0GitHub stars: 2
- Create A PlanCreate a researched Prime Agent plan before implementation. Use for broad or risky repo changes needing 5 to 10 planning questions, web research, reviewer or criticizer settings, and bounded refinement; exclude direct implementation-only, factual/explanation, trivial command-only, or explicit no-plan requests.Votes: 0GitHub stars: 2
- Create A Small PlanCreate a small Prime Agent plan before implementation. Use for small scoped repo changes needing 1 to 3 planning questions and one reviewer or criticizer refinement pass; exclude direct implementation-only, factual/explanation, trivial command-only, or explicit no-plan requests.Votes: 0GitHub stars: 2
- Diagnose Before PlanDiagnose failures before creating a Prime Agent plan. MUST USE for bugs, CI failures, test failures, regressions, incidents, broken behavior, root cause, RCA, or debug-why requests before deciding whether to plan; preserve language, reviewer, and criticizer settings in .git/optim-plans; exclude ordinary feature planning, direct implementation-only, factual/explanation, trivial command-only, or explicit no-plan requests.Votes: 0GitHub stars: 2
- Reference Before PlanResearch references before creating a Prime Agent plan. Use when repo-change planning needs downloaded projects, articles, papers, docs, per-reference analysis, adoption questions, language settings, and reviewer or criticizer subagents; exclude direct implementation-only, factual/explanation, trivial command-only, or explicit no-plan requests.Votes: 0GitHub stars: 2