baseline SKILL.md skillA
baseline from skillberry-ai/cap-evolve is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add skillberry-ai/cap-evolve/baseline@git:20260928.31fe1ffPins git:20260928.31fe1ff 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
skills/phases/baseline/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260928.31fe1ff, committed Sep 28, 2026
- First version recorded
- Jun 16, 2026
- Size
- 4,508 bytes
- Repository stars
- 66
- License
- Apache-2.0
Establish the starting point. Use after implement-and-check and before any algorithm. Creates the run directory, freezes the seeded train/val/test split (written once), scores the unmodified seed capability on val, and records it as the candidate every algorithm must beat. Reports the remaining headroom so a saturated seed stops the run before it spends budget.
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
# baseline — freeze splits, score the seed baseline is the first phase that touches data, so it owns the run's one irreversible decision: **the split**. It writes `splits.json` once (seeded), scores the *unmodified* seed capability on val, and records that score as the bar every algorithm must beat. Run `implement-and-check` first. baseline re-runs that check itself and exits non-zero before creating a run dir if it is red — a split frozen against a broken adapter poisons every number measured afterwards. ## Why it matters - **Fair comparison point.** Every algorithm hill-climbs *against* the baseline val score; a candidate that does not beat it is not progress. - **Headroom.** The printed JSON carries `headroom` (`1 - val`) and `headroom_verdict`: `saturated` means the seed is already at the ceiling and further iterations buy noise — stop; `floor` (val at 0) usually means a mis-wired adapter rather than a hard task — re-check before spending budget; `ok` means proceed. The same verdict is logged as a `headroom` event so the orchestrator can stop on it with no human reading the number. ## Splitting choices …
Read the whole file at its exact version.
How to install
mdr add skillberry-ai/cap-evolve/baseline@sha256:9851c88a732c0ee9The line at the top of this page pins the label git:20260928.31fe1ff, 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.
[](https://markdownregistry.com/a/art_u6itnhmgx6vgbcu2)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 16, 2026 and Sep 28, 2026, about one every 26 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260928.31fe1ff latest | 2026-09-28 | 31fe1ff | 4,508 B | A | view · diff |
| git:20260822.beab97e | 2026-08-22 | beab97e | 4,288 B | A | view · diff |
| git:20260619.818894d | 2026-06-19 | 818894d | 4,536 B | A | view · diff |
| git:20260617.92b5c65 | 2026-06-17 | 92b5c65 | 3,832 B | A | view · diff |
| git:20260616.306ff98 | 2026-06-16 | 306ff98 | 3,507 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4508 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
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_u6itnhmgx6vgbcu2 GET https://markdownregistry.com/api/v1/resolve?ref=skillberry-ai/cap-evolve/baseline GET https://markdownregistry.com/api/v1/blob/9851c88a732c0ee99858918a05a54d654b8f3db8a394f78c363d500de0687f93
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.