scdenney/open-science-skills · codex/model-council-voting/SKILL.md
model-council-voting skillA
Runs several language models as independent coders on the same labeling or discovery task and reads their disagreement as data — panel assembly for model diversity, keeping votes independent, consensus rules, agreement statistics (Cohen's and Fleiss kappa, Krippendorff's alpha), the correlated-errors caveat that stops agreement being mistaken for validity, human validation beyond the panel, and reporting. Use when the user asks about a council, panel, ensemble, or jury of models, asks how to com
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260905.39e8276 latest | 2026-09-05 | 39e8276 | 17,406 B | A | view · diff |
| git:20260902.da5a263 | 2026-09-02 | da5a263 | 17,406 B | A | view · diff |
| git:20260808.c81b350 | 2026-08-08 | c81b350 | 16,842 B | A | view · diff |
| git:20260726.ec471db | 2026-07-26 | ec471db | 17,074 B | A | view · diff |
| git:20260725.6f8b593 | 2026-07-25 | 6f8b593 | 19,623 B | A | view |
Audit of the latest version
A 17 of 17 checks passed. Deterministic, no model, same answer every run.
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (17406 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
scdenney/open-science-skills · 54 stars · license NOASSERTION · pushed 2026-09-05 · branch main
API
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