report SKILL.md skillA
report 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/report@git:20260822.57eed81Pins git:20260822.57eed81 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/report/SKILL.md- Versions recorded
- 5
- Latest version
- git:20260822.57eed81, committed Aug 22, 2026
- First version recorded
- Jun 17, 2026
- Size
- 5,351 bytes
- Repository stars
- 66
- License
- Apache-2.0
Summarize a run for a human — baseline val → best val → sealed test, the winning candidate, iterations spent, and pass^k. Use after finalize. Writes report.md and prints a compact JSON summary; the source of truth for "did this optimization actually work, and by how much".
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
# report — did it work, and by how much? The result of a run is not "we made edits" — it is a defensible answer to *did this actually work, and by how much.* report lays three numbers side by side: where the seed started (val), where the best candidate landed (val), and the single **held-out test** number that counts. It is what a human reads to decide whether to ship. Runs standalone as `/cap-evolve:report`, or headlessly as the last step of `cap-evolve run` — same `scripts/run.py` either way. report is a phase SCRIPT, not a `cap-evolve` subcommand; invoke the script. ## How to read the three numbers The honest reading is always **test vs baseline**, with val as a sanity check in between. `scripts/run.py` produces the numbers; this is the judgment you add on top: - **test ≈ baseline** → no real gain. The val improvement was overfitting or noise the gate let through. Do not ship; tighten `gate_k_se` or add trials. - **test ≫ baseline** → genuine improvement on data the optimizer never saw. Ship. - **val ≫ test** → the classic overfit signature: the optimizer learned the val set, not the capability. The reported val→test gap *is* the overfitting, quantified. …
Read the whole file at its exact version.
How to install
mdr add skillberry-ai/cap-evolve/report@sha256:928b88e85168b95cThe line at the top of this page pins the label git:20260822.57eed81, 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_yhonq3jxyxag4lht)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jun 17, 2026 and Aug 22, 2026, about one every 17 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260822.57eed81 latest | 2026-08-22 | 57eed81 | 5,351 B | A | view · diff |
| git:20260822.4359e96 | 2026-08-22 | 4359e96 | 5,338 B | A | view · diff |
| git:20260726.1a24604 | 2026-07-26 | 1a24604 | 6,071 B | A | view · diff |
| git:20260617.4c87ed1 | 2026-06-17 | 4c87ed1 | 5,645 B | A | view · diff |
| git:20260617.92b5c65 | 2026-06-17 | 92b5c65 | 3,415 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 (5351 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_yhonq3jxyxag4lht GET https://markdownregistry.com/api/v1/resolve?ref=skillberry-ai/cap-evolve/report GET https://markdownregistry.com/api/v1/blob/928b88e85168b95c0e1aab35a39227aa1f3d2c2b5bc305fdca029e1df3f0c93e
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
Every file in skillberry-ai/cap-evolve