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infra-setup
Non-user-invocable provider/setup reference for evo backend switching, prerequisite checks, and auth/install guidance.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
メニュー
Non-user-invocable provider/setup reference for evo backend switching, prerequisite checks, and auth/install guidance.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Initialize evo for the current repository by exploring the codebase, proposing unexplored optimization dimensions, constructing the benchmark inside a baseline worktree, and running the first experiment. Use when the user invokes /evo:discover, mentions setting up evo, wants to instrument a codebase for autonomous optimization, or asks to start a new evo run on a project.
Drive structured autoresearch iteration after evo:discover and the baseline commit. Use when the user invokes /evo:optimize or asks to try ideas, try variants, run experiments, use available GPUs, improve the current best/frontier, continue an evo search, or compare candidate changes in an evo workspace. The orchestrator plans and spawns optimization subagents; candidate edits/runs belong to those subagents. Width is set via subagents=N (1 for serial workloads, larger for parallel); the loop's structural value applies at any width.
Read-only evo run reporting. Use when the user invokes /evo:report, asks what happened overnight, asks what improved recently, asks for the best/frontier candidates, asks for a quick score chart without opening the dashboard, or wants the scatter plot in chat output. Never run benchmarks, gates, Slurm commands, evo run, or ad-hoc verification scripts for report requests.
Land the winning experiment from an evo run as a clean, mergeable change -- open a PR when the repo has a remote, otherwise merge into the working branch. Distills the best-scoring experiment down to the minimal diff that reproduces its behaviour, shaped for the qualities a maintainer merges on (scope discipline, test integrity, style adherence), then attaches an advisory mergeability report. Use when the user invokes /evo:ship, asks to land/merge/ship the best result, or wants to turn a finished optimization into a pull request.
Protocol that evo optimization subagents follow when dispatched from /optimize. Auto-loaded by spawned subagents via their host's skill loader. The orchestrator may also invoke this skill to understand the brief shape its dispatched subagents expect + what they're required to emit -- useful when writing briefs or debugging a subagent's behavior.
This skill should be used when picking or diagnosing a training move (SFT, LoRA, DPO/KTO/ORPO, RFT, GRPO/PPO/RLOO, RLHF), or when the user mentions fine-tuning, post-training, training recipe, reward design, or weight updates. Decision tree by reward shape, smoke-run gate, three failure diagnostics, five false-progress patterns. Provider recipes and I/O contract in references/.
| name | infra-setup |
| description | Non-user-invocable provider/setup reference for evo backend switching, prerequisite checks, and auth/install guidance. |
| evo_version | 0.8.0 |
Use this when the user wants to change where experiments run: local worktrees, pool slots, or a remote provider such as Modal, E2B, Daytona, AWS, Azure, SSH, manual, or a custom dotted-path provider.
worktree or pool means local backends.modal, e2b, ssh:..., or another remote spec means backend=remote.modale2bdaytonaawsazuremanualssh:user@host[:port]
evo is on PATH and whether it is the expected evo-hq-cli package (evo --version). If the provider SDK is missing, evo's provider loader prints the provider-specific extra or SDK package to install; use that message rather than guessing.evo executable. If missing, ask the user before installing it.
evo was installed with uv tool or pip/venv, prefer the matching extra on evo-hq-cli:
uv-tool: uv tool install --reinstall 'evo-hq-cli[<provider-extra>]'venv / pip: python -m pip install 'evo-hq-cli[<provider-extra>]'evo was installed with pipx, inject the provider SDK into the same evo-hq-cli environment:
pipx: pipx inject evo-hq-cli <provider-sdk>references/provider-matrix.md.evo config backend remote --provider <provider> --provider-config ...
Or for local backends:
evo config backend worktree
evo config backend pool --workspaces /abs/slot-a,/abs/slot-b
evo new --remote <provider> ..., because that is where remote
allocation and bootstrap actually happen.evo env load <path> --all or
evo env load <path> --allow KEY1,KEY2. Provider auth provisions the
sandbox; runtime env is what benchmark/gate processes see.Before trying to switch a workspace to a remote provider, confirm the basics:
worktree, pool, and remotemodal: auth + optional confige2b: API key + optional configdaytona: API key and API URL/target if neededaws: creds, region, image, SSH key pair/private key, and usually network configazure: subscription, resource group, region, SSH key/private key, and VM/image choicesssh: reachable host, working SSH user, and key/port if neededmanual: reachable remote endpoint URL and bearer tokenSee references/provider-matrix.md for the compact provider summary, common config, and provider-specific setup/auth command.