llms.txtA

llms.txt from skillberry-ai/cap-evolve is an llms.txt file: plain text a project publishes for AI models to read.

Install it, pinned
mdr add skillberry-ai/cap-evolve/llms.txt@git:20260924.bafd81b

Pins git:20260924.bafd81b in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 14 of 14 checks passed
Kind
llms.txt file
Repository
skillberry-ai/cap-evolve
Path
llms.txt
Versions recorded
5
Latest version
git:20260924.bafd81b, committed Sep 24, 2026
First version recorded
Jun 24, 2026
Size
3,507 bytes
Repository stars
66
License
Apache-2.0

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

# cap-evolve

> A skills-native, host-agnostic harness for optimizing AI-agent capabilities
> (skills, tools/MCP, prompts) against your own evaluation, with honest
> train/val/test discipline enforced in code. The pipeline is a library of Agent
> Skills; the only shipped code is a tiny stdlib substrate.

If you are an agent driving cap-evolve: follow `RUN.md`. **Intake does the full
benchmark integration** — install the benchmark, implement the adapter
(`tasks · run_target` *or* a benchmark's own `run_batch` · `score`, plus optional
`trajectories(split)` returning the runner's native trace dir and a batched
`run_trials(tasks, ctx, *, n_trials, base_seed)` fast path; `materialize` is a pure
write and `live` a context manager, `apply` a back-compat hook), wire
`capability_sources` (data-model files the tools import), and author a
capability-scoped `optimizer/INSTRUCTIONS.md`; see `docs/ADAPTER_CONTRACT.md`. Pass
`cap-evolve check` (the hard gate), then run the phases intake → implement-and-check
→ baseline → <algorithm> → finalize → report. Each iteration the optimizer gets the
current best step's full trajectories, the selected capability skills, the per-task
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add skillberry-ai/cap-evolve/llms.txt@sha256:ad8af670fb926a99

The line at the top of this page pins the label git:20260924.bafd81b, 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_ykgjeg6pfly24wds.svg)](https://markdownregistry.com/a/art_ykgjeg6pfly24wds)

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

Versions

The registry has recorded 5 versions of this file, between Jun 24, 2026 and Sep 24, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
git:20260924.bafd81b latest2026-09-24 bafd81b 3,507 BA view · diff
git:20260904.802badb2026-09-04 802badb 3,502 BA view · diff
git:20260831.99ca9572026-08-31 99ca957 3,297 BA view · diff
git:20260804.733c3b42026-08-04 733c3b4 3,186 BA view · diff
git:20260624.12517012026-06-24 1251701 2,845 BA view

Audit of the latest version

A  14 of 14 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Size between 200 bytes and 200 KB (3507 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_ykgjeg6pfly24wds
GET https://markdownregistry.com/api/v1/resolve?ref=skillberry-ai/cap-evolve/llms.txt
GET https://markdownregistry.com/api/v1/blob/ad8af670fb926a993fb539e2ed902ce082e2056597dbf864049590e0935c9575

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: how to add an llms.txt file to a website · which agent file does what.

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