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Updated 1w ago

by evo-hq

evo

turns your codebase into an autoresearch loop — discovers what to measure, instruments the benchmark, then runs tree search with parallel subagents.

  • Active — Updated in the last 14 days
Works with
  • Claude
  • Codex
View on GitHub (opens in a new tab)

1.5k GitHub stars (1,472)

+12 in 20 days

Stars gained per day · daily snapshots since Sep 26
Stars gained per day, Sep 26 to Oct 16: +12 in total; the busiest day was Oct 14 with +3 stars.Sep 27: 0 starsSep 28: 0 starsSep 29: +1 starsSep 30: 0 starsOct 1: 0 starsOct 2: −1 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: +1 starsOct 7: +2 starsOct 8: +2 starsOct 9: +1 starsOct 10: 0 starsOct 11: 0 starsOct 12: +1 starsOct 13: 0 starsOct 14: +3 starsOct 15: 0 starsOct 16: +2 stars
Stars gained between daily snapshots
PeriodNew stars
Sep 270
Sep 280
Sep 29+1
Sep 300
Oct 10
Oct 2−1
Oct 30
Oct 40
Oct 50
Oct 6+1
Oct 7+2
Oct 8+2
Oct 9+1
Oct 100
Oct 110
Oct 12+1
Oct 130
Oct 14+3
Oct 150
Oct 16+2
  • 7 skills (7 skills found in its SKILL.md files)
  • 115 forks (115 forks)
  • 1w ago last update (Last updated 1w ago)

Install

Skills CLI

npx skills add evo-hq/evo

Asks which skills and agents to install. Just one: npx skills add evo-hq/evo --skill discover — add -g for every project.

Claude Code

git clone https://github.com/evo-hq/evocp -r "evo/plugins/evo/skills/discover" ~/.claude/skills/

Copies the discover skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add evo-hq/evo

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • discover

    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.

    plugins/evo/skills/discover/SKILL.md on GitHub (opens in a new tab)

  • finetuning

    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/.

    plugins/evo/skills/finetuning/SKILL.md on GitHub (opens in a new tab)

  • infra-setup

    Non-user-invocable provider/setup reference for evo backend switching, prerequisite checks, and auth/install guidance.

    plugins/evo/skills/infra-setup/SKILL.md on GitHub (opens in a new tab)

  • optimize

    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 thos…

    plugins/evo/skills/optimize/SKILL.md on GitHub (opens in a new tab)

  • report

    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.

    plugins/evo/skills/report/SKILL.md on GitHub (opens in a new tab)

  • ship

    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…

    plugins/evo/skills/ship/SKILL.md on GitHub (opens in a new tab)

  • subagent

    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.

    plugins/evo/skills/subagent/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.