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Open source on the radar · 2
Optim-Agent/
optim-agent
LLM agents as your hyperparameter optimizer.
76438Pythonnew
Optim-Agent/
optim-plans
Human-in-the-loop planning plugin for Claude and Codex: turn ideas into reviewed Markdown plans, record decisions, enforce explicit execution gates, and provide tested controller primitives for safer agent workflows.
2881Pythonnew
Agent skills · 0
optim-plans
MUST USE when a user asks to plan, brainstorm, design, scope, review, or evaluate a repo change before implementation; do not use for direct implementation-only requests, factual/explanation questions, trivial operations, or explicit no-plan requests.
Code Review & Quality · Optim-Agent/optim-plans
review-and-plan
Use when the user asks Codex to review a repository for improvement opportunities, feature inspiration, roadmap ideas, or implementation candidates before planning changes; exclude direct implementation-only, factual/explanation, trivial, or explicit no-plan requests.
Code Review & Quality · Optim-Agent/optim-plans
analyze-and-plan
MUST USE when investigating a bug, CI failure, test failure, regression, incident, broken behavior, root cause, RCA, or debug-why problem before deciding whether to create an optim-plans solution plan; do not use for ordinary feature ideas, vague product planning, direct implementation-only requests, factual/explanation questions, trivial operations, or explicit no-plan requests.
Testing & QA · Optim-Agent/optim-plans
deep-research-plan
Use deep-research-plan for repo-change plans needing downloaded projects, articles, or papers, per-reference analysis, graphify JSON, and stronger-than-huge planning; exclude direct implementation-only, factual/explanation, trivial, or explicit no-plan requests.
Workflow & Productivity · Optim-Agent/optim-plans
plan
Use plan for normal repo changes needing bounded decisions, refinement, and high-priority review before execution; exclude direct implementation-only, factual/explanation, trivial, or explicit no-plan requests.
Code Review & Quality · Optim-Agent/optim-plans
research-and-plan
Alias for search-and-plan when external research should inform a repo-change plan before implementation.
Workflow & Productivity · Optim-Agent/optim-plans
resume-previous-plan
Use when the user wants to resume or rediscover an interrupted optim-plans run; automatically run the active recovery path when one is available.
Workflow & Productivity · Optim-Agent/optim-plans
search-and-plan
Use when external research should inform a repo-change plan before implementation; exclude direct implementation-only, factual/explanation, trivial, or explicit no-plan requests.
Workflow & Productivity · Optim-Agent/optim-plans
optim-agent
Use when optimizing configurable system parameters against a measurable scalar objective.
AI & Agents · Optim-Agent/optim-agent
small-plan
Use small-plan for small repo changes needing up to three intent checks and exactly one refinement round; exclude direct implementation-only, factual/explanation, trivial, or explicit no-plan requests.
Workflow & Productivity · Optim-Agent/optim-plans
big-plan
Use big-plan for broad or risky repo changes needing codebase inspection, websearch, and deeper refinement; exclude direct implementation-only, factual/explanation, trivial, or explicit no-plan requests.
Workflow & Productivity · Optim-Agent/optim-plans
huge-plan
Use huge-plan for open-ended high-risk repo efforts needing websearch during brainstorming and refinement until convergence; exclude direct implementation-only, factual/explanation, trivial, or explicit no-plan requests.
Workflow & Productivity · Optim-Agent/optim-plans
Roles are derived from products, launches and repositories we track — not from self-description.