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Model committee fable

Skill scdenney/open-science-skills/plugin/skills/model-committee-fable

Agentic skills for Claude Code and Codex, built from published social-science methods sources. Covers experimental design, computational text analysis, manuscript QA, and transparent reporting.

Install
npx -y skills add scdenney/open-science-skills --skill model-committee-fable

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Run a deliberative two-model committee between GPT-5.6 "Sol" and Claude Opus 5, chaired by Fable 5. Same two deliberating members as model-committee; the difference is the chair — Fable 5 aggregates the scores, applies the tie rule, and synthesizes the decision, so a lightweight, fast Claude-family chair handles the tally and synthesis while the heavier reasoning stays with the two members. Use when the user needs one consequential decision from multiple defensible options and wants a Fable-chaired deliberation. Suitable for architecture, research design and interpretation, manuscript strategy, ambiguous diagnosis, evaluation design, and policy or standards tradeoffs. Not for factual lookups, independent-coder reliability, open-ended brainstorming, routine implementation, or final high-stakes professional judgment.

SKILL.md

5.7 KB, ~1.1k tokens by cl100k_base, as published. Nobody here has run it

Model Committee (Fable-chaired)

Run GPT-5.6 "Sol" and Claude Opus 5 as a deliberating committee with Fable 5 as the chair. Keep the line to model-council-voting sharp: a council measures independent disagreement, while this committee deliberately exposes each member to the other's argument and returns one decision.

Read reference/protocol.md completely before running a committee. It carries the use-case gate, the brief template, the three round contracts, the decision rule, and the decision.md schema.

Fable chairs here because the heavy reasoning is already spent inside the members' three rounds and what remains is mostly mechanical — a lean chair is a deliberate cost choice, and being neither member it cannot vote its own prior a third time. Siblings: model-committee (Opus 5 chairs) and model-committee-sol (GPT-5.6 "Sol" chairs, with the GPT member dropped to gpt-5.6-terra so the chair is not also a member).

Gate the workflow

Run only when the user invokes /model-committee-fable or asks for a Fable-chaired Sol / Opus deliberation. The external calls draw plan credits or API spend on both providers — surface that and get confirmation unless the user has already accepted it. Apply the protocol's use-case gate first; if the task does not qualify, name the right alternative and call no model.

Before the first call:

  1. Confirm the decision that must be returned.
  2. Confirm the material may be sent to both providers.
  3. Precommit the evaluation criteria, weights, and tie rule.

Preflight members and chair

Resolve SKILL_DIR as the directory containing this SKILL.md, then run:

"$SKILL_DIR/scripts/codex-member.sh" --check
"$SKILL_DIR/scripts/claude-member.sh" --check

Default pins:

  • GPT member: gpt-5.6-sol (reasoning effort: xhigh)
  • Claude member: claude-opus-5 (reasoning effort: high)
  • Chair: claude-fable-5 (Fable 5)

These are exact pins, not moving aliases. If one is unavailable, report it and ask whether to stop or use a named replacement — never substitute silently.

Run the committee

Create a temporary working directory such as .committee-tmp/<slug>/. Follow the protocol's prompt contracts and produce these artifacts:

brief.md
round-1-gpt.prompt.md       round-1-gpt.md
round-1-opus.prompt.md      round-1-opus.md
round-2-gpt.prompt.md       round-2-gpt.md
round-2-opus.prompt.md      round-2-opus.md
round-3-gpt.prompt.md       round-3-gpt.md
round-3-opus.prompt.md      round-3-opus.md
chair.prompt.md             decision.md

Invoke each member through the bundled read-only driver:

"$SKILL_DIR/scripts/codex-member.sh" \
  --prompt-file <prompt.md> --out <output.md> --effort xhigh -C <working-directory>

"$SKILL_DIR/scripts/claude-member.sh" \
  --prompt-file <prompt.md> --out <output.md> --effort high -C <working-directory>

Launch both calls in a round concurrently when the runtime supports it. Sequential execution is acceptable only if the second prompt was frozen before the first result arrived — otherwise round 1 stops being blind.

Chair with Fable, without becoming a third debater

Inside a Fable session, chair directly. Otherwise delegate only the post-round-3 chair step, bundling the brief and all round outputs into chair.prompt.md under the protocol's decision-rule and output contracts:

"$SKILL_DIR/scripts/claude-member.sh" \
  --prompt-file chair.prompt.md --out decision.md --model claude-fable-5 -C <working-directory>

Chairing is procedural: validate the round outputs against the protocol's schemas, aggregate the predeclared weighted scores, apply the precommitted tie rule, and synthesize only components both revisions explicitly marked compatible. Never introduce a new substantive option, and never break a tie by confidence, eloquence, or model identity. If the evidence stays genuinely unresolved, return the exact fork to the user; a forced but unsupported answer is not committee consensus.

A lean chair is likelier to defer where it should synthesize, so check its arithmetic against the round-3 score tables and confirm the decision matches the precommitted rule before delivering — the mechanical steps are exactly where a lightweight chair needs verifying.

Deliver

Return a compact decision record containing:

  1. use case and why committee treatment was justified;
  2. decision and decision rule (note that Fable 5 chaired);
  3. strongest reasons and evidence;
  4. what changed during deliberation;
  5. surviving dissent or uncertainty;
  6. implementation or verification next step.

Delete .committee-tmp/ after delivery unless the user wants the full transcript kept. Implement only once the decision is accepted.

What ships with it: 3 files

11.5 KB alongside SKILL.md, 2 of them executable

reference/

scripts/

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