orchestrate SKILL.md skillA
orchestrate 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/orchestrate@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/orchestrate/orchestrate/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260822.57eed81, committed Aug 22, 2026
- First version recorded
- Jun 15, 2026
- Size
- 6,837 bytes
- Repository stars
- 66
- License
- Apache-2.0
Drive the entire cap-evolve pipeline end to end, autonomously. Use when the user wants the whole optimization run with minimal hand-holding. Sequences intake → implement-and-check → baseline → the chosen algorithm loop → finalize → report, enforces the cap-evolve-check hard gate before spending budget, decides when to stop (budget/stall), and surfaces the honest test number at the end. Reads capevolve.yaml; respects the ask-user-if-missing rule for inputs.
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
# orchestrate — the whole pipeline, end to end
orchestrate is the autonomous driver: it runs every phase in order and enforces
the guardrails so a full optimization run needs little supervision. It does not
add new logic — it *sequences* the phase skills and refuses to let the run skip a
safety check. Its value is that the honesty discipline (ask-if-missing, hard gate,
val-only acceptance, sealed test) is applied automatically rather than relying on
the operator to remember each one.
## Inputs / outputs (manifest tokens)
- **needs:** `project` — resolved from `capevolve.yaml` (which capability / optimizer /
algorithm / budget).
- **provides:** `report` — the end-to-end result: baseline → best val → sealed
test, with the winner named.
## The sequence (and the guardrail at each step)
1. **intake** — collect inputs, scaffold the project, **ask for any missing NEEDED
input** (never fabricate one).
2. **implement-and-check** — implement the adapter; **`cap-evolve check` must be green**
(HARD GATE — do not advance until `{"ok": true}`).
3. **baseline** — freeze the split (once, seeded), score the seed on val, check
…Read the whole file at its exact version.
How to install
mdr add skillberry-ai/cap-evolve/orchestrate@sha256:2da88a02d27e375fThe 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_6on574rpudfa5zoa)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jun 15, 2026 and Aug 22, 2026, about one every 23 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260822.57eed81 latest | 2026-08-22 | 57eed81 | 6,837 B | A | view · diff |
| git:20260722.5d6d913 | 2026-07-22 | 5d6d913 | 6,631 B | A | view · diff |
| git:20260616.306ff98 | 2026-06-16 | 306ff98 | 4,026 B | A | view · diff |
| git:20260615.59b72de | 2026-06-15 | 59b72de | 3,977 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 (6837 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_6on574rpudfa5zoa GET https://markdownregistry.com/api/v1/resolve?ref=skillberry-ai/cap-evolve/orchestrate GET https://markdownregistry.com/api/v1/blob/2da88a02d27e375f05364416b390114b222143875b67669866e2b53382c01e5a
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
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