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When current roles and skills keep failing to cover a key ability gap, decide whether to add a new skill or role, and sync relation and docs together.
Install with Codex or Claude Copy this prompt, paste it into Codex, Claude, or another assistant, and let it review the skill page and install it for you.
Based on SOC occupation classification
Used for high-quality experiment reports, analysis reports, and technical summaries. Evidence must be enough, charts must be real, structure must be clear, and empty talk is forbidden.
Open several fundamentally different routes for one problem fast, so the flow does not keep doing small tweaks on one path only.
Split a complex problem into a multi-step reasoning chain, and make key assumptions, branch points, validation order, and rollback points explicit.
Manual start skill: read `.opencode/` first, then read the task files at the project root and start execution. It is like replacing the first prompt line.
Built-in Python tool priors covering time series, statistics, machine learning, and related ecosystems. It reduces repeated search cost and gives the first coverage of method families and tool families.
In time-series, deep-learning, and LLM projects, use ztxexp to unify experiment config, batch runs, result tracking, ablation analysis, and failure diagnosis.
| name | evolution |
| description | When current roles and skills keep failing to cover a key ability gap, decide whether to add a new skill or role, and sync relation and docs together. |
[Skills: evolution] Follow: <rules / context constraints that really apply now>; Current step: <one-line note>.[Rules: <rule>] ..., then continue with the real work.requirements-analyst, information-collector, coder, and ts-critic by default. Do not split gamer back out as an independent role again.ts-critic judging a new high-value pattern, first answer this: why the current structure cannot carry that pattern, and whether it should be saved as a skill or as a new agent.ts-critic, the output must keep one clear result: do not save / save as skill / evolve into new agent. Do not give only vague advice..opencode/rules/opencode.md..opencode/memory/relation.md and record how the new structure relates to the current flow.do not save / save as skill / evolve into new agent)