eval-outcomes

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Run eval outcomes.

hashgraph-online By hashgraph-online schedule Updated 6/7/2026

name: eval-outcomes description: 'Grade agent or model output against Outcomes for holdout-safe evals and runtime comparisons. Fold target for scenario. Triggers: "eval-outcomes", "eval outcomes", "grade agent or model output".'

eval-outcomes — moved to Mount Olympus (2026-06-10)

Holdout scenario management (absorbed from scenario, ag-s43tg)

Author and manage holdout scenarios with the ao CLI: ao scenario add "<title>" creates a scenario in .agents/holdout/ (ID s-YYYY-MM-DD-NNN, acceptance vectors, 0.8 default satisfaction threshold); ao scenario validate checks the holdout set's schema and link graph. Linked scenarios feed directive fitness via ao goals scenarios (see the $goals skill and docs/adr/ADR-0003).

Absorbed skills (ag-s43tg)

  • scenario — Manage holdout scenarios; author and manage holdout scenarios with measurable acceptance vectors and satisfaction scoring in .agents/holdout/ for behavioral validation.

This skill encodes independent-verdict machinery and now lives with the outer gate product. Canonical: ~/dev/mt-olympus/.codex/skills/eval-outcomes/SKILL.md — read and follow that file. This stub preserves fleet routing until the using-agentops catalog closer updates the registry (skill-prune Lane A, evidence/skill-prune-recon.md).

Folded-In Trigger Surface (scenario)

eval-outcomes is the fold target for the retired standalone scenario skill (skill-prune phase 2). Fire this skill for its use-cases:

  • Scenario — Manage holdout scenarios. Author and manage holdout scenarios for behavioral validation: scenarios define what the system should do in narrative form, with measurable acceptance vectors and satisfaction scoring. They live in .agents/holdout/*.json so implementing agents cannot see them during development. When asked to author, manage, or score holdout scenarios, fire this skill.
Install via CLI
npx skills add https://github.com/hashgraph-online/awesome-codex-plugins --skill eval-outcomes
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