Orch Evolve
Bounded generations of judged parallel candidates against a frozen bench, toward a declared target. Manual-only evolve pattern.
Install
$ agentstack add skill-danmcinerney-orchflows-orch-evolve ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Links to your public security report.[](https://agentstack.voostack.com/security/report/skill-danmcinerney-orchflows-orch-evolve) Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
Require: the incumbent artifact by identity; the goal as stated; a done-check independent of the bound — a target score or a stated margin over the incumbent, that decision settled through orch-elicit when undeclared; a generation width; and a bound. When the artifact's class matches a pack, its craft, lens, and oracle references bind generation and judging; nothing here invents domain best practice.
Freeze the bench through orch-bench (design mode). Run orch-loop with: body — one generation: dispatch one lane per variant in parallel through orch-delegate, every result crossing orch-integrate, the incumbent as fixed input, the generation brief's dimensions to vary and constraints to hold verbatim, and its executor binding, then orch-panel judges the fixed set, incumbent plus every variant, against the frozen bench; a winning variant promotes as the new incumbent, every non-winner a killed approach carrying the panel's evidence; between generations only, on panel disagreement or a criterion with no score spread, re-run orch-bench (revise mode) and re-score the incumbent under the versioned bench before the next generation counts as progress. Done-check — the declared target or margin, judged through a fresh orch-judge pass over the final incumbent alone, never the promoting generation's panel score. Packet — the incumbent's identity and score card, grafted runner-up elements, and the disagreement register. Bound — the generation cap. Terminal states — complete, stalled, limited — follow [rules/loops.md](../../../rules/loops.md).
Never: compare candidates across generations without the frozen bench; promote a variant the loss check contradicts.
Return: the final incumbent's identity and closing score card, generation count, bench version history, the promotion/kill log, and bounds spent.
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: DanMcInerney
- Source: DanMcInerney/orchflows
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.