shipshitdev/skills

arena

Spawn N parallel candidates at the same task, pick a base, and graft the strongest parts of the losers into it. Use for arena this, throw it in the arena, or when one attempt at a non-trivial artifact would lock in the wrong shape.

Installation

$ npx skills add shipshitdev/skills --skill arena

Similar popular skills

Related neighbors and high-traction skills in the same topics — useful to compare before installing.

Also in this package

Other skills from shipshitdev/skills · top by installs.

npx skills add shipshitdev/skills

Browse all from shipshitdev/skills

More details

Agent compatibility

Declared targets from SKILL.md / docs. Unmarked agents are not listed — the skill may still install via the CLI.

Claude Code Not declared
Cursor Not declared
Codex Not declared
GitHub Copilot Not declared
Windsurf Not declared
Gemini CLI Not declared
Cline Not declared
OpenCode Not declared

Repository health

Stars 35
License MIT
Default branch master
Open issues 1
Status Active

Skill metadata

Parsed from SKILL.md frontmatter.

Version1.2.0
LicenseMIT
More metadata
portable_source
https://github.com/ericlitman/open-pstack
portable_commit
56bfd14418fa733e34d98f714f357d28788470e3
version
1.2.0
tags
fan-out, bakeoff, design, synthesis
author
Ship Shit Dev
source
https://github.com/cursor/plugins/blob/main/pstack/skills/arena/SKILL.md
upstream_repo
cursor/plugins
upstream_ref
main
upstream_commit
bdf7aa355337
last_synced
2026-09-05
license
MIT

Package contents

Files included with this skill beyond the listing page.

  • skill md SKILL.md 3,747 B
  • docs SUMMARY.md 244 B

History

  1. First recorded snapshot · 7 installs

SKILL.md

Arena

Fan out N parallel attempts at the same task. Read every candidate end to end. Pick the strongest as the base. Graft the best ideas from the others into it. Verify the synthesized result.

Companion to swarm, which covers different slices or races and returns a report. Arena synthesizes one artifact.

Authorized Scope

Apply this engine only within the user's requested task and existing explicit authorization. Loading or delegating to it grants no additional authority. Preserve report-only restrictions and the caller's target, host, provider, and cost limits. Existing approval satisfies a gate only for the same actions and scope; obtain approval before expanding them. Forward these limits to delegates.

Contract

Inputs:

  • A task whose first attempt would lock in the wrong shape
  • Optional N and a shared grounding pack

Outputs:

  • One synthesized artifact
  • A short synthesis note: base, grafts, rejections, dropouts,

verification

Creates/Modifies:

  • Candidate outputs in separate worktrees or

.tmp/arena-<slug>/candidate-<n>/

  • The synthesized artifact

External Side Effects:

  • None beyond local files unless the caller lands the result

Confirmation Required:

  • None for the bakeoff itself

Delegates To:

  • worktree when candidates need isolated checkouts
  • verification-before-completion before claiming the result works

Phases

Open a todo list: Frame, Fan out, Cross-judge, Pick, Graft, Verify.

A. Frame

State the artifact. Derive a rubric of 3-6 concrete gradeable criteria. Candidates see the task, not the rubric.

Pick runners across capability tiers and, when possible, different families. Same-tier N times only when the work is generation-bound.

Assign each candidate its own output path. Shared writes fail Separate Before Serializing Shared State.

B. Fan out

Spawn all N subagents in one message. Each produces the artifact and a rationale naming alternatives it rejected. A dropout proceeds as N-1.

C. Cross-judge

After candidates complete, spawn one read-only judge on a different tier or family from the parent. It scores each criterion and recommends a base.

D. Pick

Read every candidate end to end. Score criterion by criterion. Compare against the cross-judge. Prefer the cleaner boundary when two feel tied.

E. Graft

Walk each loser once. Port one or two things, by hand, so the result stays coherent. Record rejections. Wild divergence means Phase A was under-specified. Reframe and re-run.

F. Verify

The synthesized artifact holds up under the same scrutiny as any other output. A miss here is a re-frame or a missed graft, not a paper-over.

Arena procedure

Read [arena procedure](references/arena-procedure.md) when running this workflow. Apply the authorized scope and mode of this entry point to every step. Resolve other skills through this distribution’s active catalog; resolve resources relative to the installed skill directory.