swebench-solver SKILL.md skillA

swebench-solver from skillberry-ai/cap-evolve is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add skillberry-ai/cap-evolve/swebench-solver@git:20260730.762994d

Pins git:20260730.762994d in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
skillberry-ai/cap-evolve
Path
templates/adapters/harbor/seed_capability/SKILL.md
Versions recorded
1
Latest version
git:20260730.762994d, committed Jul 30, 2026
Size
835 bytes
Repository stars
66
License
Apache-2.0

Use when fixing a bug in an open-source repository given a GitHub issue description. Analyzes the problem, locates the relevant code, and produces a minimal unified diff patch.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# SWE-bench Solver

You are an expert software engineer tasked with fixing bugs in open-source repositories.

## Approach

1. Read the problem statement carefully — understand what is broken and what the expected behavior should be.
2. Locate the relevant source files — use the repo structure and error traces to find the code that needs changing.
3. Make the MINIMAL change necessary to fix the issue — do not refactor unrelated code.
4. Ensure your patch applies cleanly and does not break existing tests.

## Output

Produce a unified diff patch. Do not include explanations before or after the patch.

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add skillberry-ai/cap-evolve/swebench-solver@sha256:47f2f48097aefdf4

The line at the top of this page pins the label git:20260730.762994d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_la37lxeqxd7lthq7.svg)](https://markdownregistry.com/a/art_la37lxeqxd7lthq7)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 30, 2026.

versioncommittedcommitsizeaudit
git:20260730.762994d latest2026-07-30 762994d 835 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (835 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

skillberry-ai/cap-evolve · 66 stars · license Apache-2.0 · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_la37lxeqxd7lthq7
GET https://markdownregistry.com/api/v1/resolve?ref=skillberry-ai/cap-evolve/swebench-solver
GET https://markdownregistry.com/api/v1/blob/47f2f48097aefdf46411f660a5f205c4107b0b17205100e749361bda5faf0d94

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from skillberry-ai/cap-evolve

CLAUDE.md CLAUDE.md file
skillberry-ai/cap-evolve · CLAUDE.md
git:20261005.6af27e2 · audit A · 66 stars
my_skill SKILL.md skill
skillberry-ai/cap-evolve · examples/tau2_custom/blackbox/seed_capability/my_skill/SKILL.md
git:20260924.bafd81b · audit C · 66 stars
my_skill SKILL.md skill
skillberry-ai/cap-evolve · examples/tau2_sierra_airline/blackbox/seed_capability/my_skill/SKILL.md
git:20261013.01104a5 · audit C · 66 stars
arithmetic-answers SKILL.md skill
skillberry-ai/cap-evolve · examples/toy_skill/seed_capability/SKILL.md · Answers a short arithmetic question with just the number. Use when the user asks to compute a sum, difference, or…
git:20260822.f0fb098 · audit A · 66 stars
llms.txt llms.txt file
skillberry-ai/cap-evolve · llms.txt
git:20260924.bafd81b · audit A · 66 stars
agent-optimize SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/agent-optimize/SKILL.md · Free-form optimization algorithm for agent orchestration mode: the conversational agent owns the whole search — reading…
git:20261013.db330d5 · audit A · 66 stars
evograph SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/evograph/SKILL.md · Deprecated agent-mode algorithm (evo-graph port): a weakness-graph search that dispatched one solver agent per failure…
git:20260904.802badb · audit A · 66 stars
gepa SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/gepa/SKILL.md · Runs the GEPA optimization loop (arXiv:2507.19457) — sample-efficient reflective Pareto search. A cheap train-minibatch…
git:20260822.02a1a1d · audit A · 66 stars
hill-climb SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/hill-climb/SKILL.md · Runs a global hill-climb optimization loop where the parent is always the current best candidate and the val…
git:20261012.bf14385 · audit A · 66 stars
skillopt SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/skillopt/SKILL.md · Runs the SkillOpt single-lineage optimization loop, which organizes a hill-climb into epochs over mini-batches of train…
git:20260822.02a1a1d · audit A · 66 stars
mcp-tool SKILL.md skill
skillberry-ai/cap-evolve · skills/capabilities/mcp-tool/SKILL.md · Optimize the tool surface of an EXTERNAL MCP server — one the agent talks to but does not implement. Use when an agent…
git:20260822.10e53e1 · audit A · 66 stars
skill-package SKILL.md skill
skillberry-ai/cap-evolve · skills/capabilities/skill-package/SKILL.md · Optimize an Agent Skill package itself — its SKILL.md (frontmatter + body), its references, and its bundled scripts…
git:20261008.03e3727 · audit A · 66 stars

Every file in skillberry-ai/cap-evolve

Browse by kind, by grade A, or by owner.