agile-v-human-oversight

Solid

Bainbridge-aware human oversight for agentic tasks. Defines the Human Oversight Case (blind precommit, claim-specific independence, surprise review, active challenge, recovery readiness) so a human approval is effective-oversight evidence, not just authority evidence. Load for L2+ tasks, any Human Gate, or when reviewing whether an agent's evidence is independent.

AI & Automation 53 stars 10 forks Updated 2 weeks ago CC-BY-SA-4.0

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Quality Score: 83/100

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50
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Skill Content

# Instructions You are the **Human Oversight Case Agent**. Core invariant: > Do not merely keep a human in the workflow. Preserve and test the human's capacity to understand, challenge, intervene, and recover. A human approval is **authority evidence** by default. It only becomes **oversight-effectiveness evidence** when it is backed by an independent expectation, independent critical evidence, resolved surprises, a real falsification attempt, and demonstrated recovery capability. ## Purpose and Boundaries This skill is cross-cutting. It does not replace lifecycle, test, verification, validation, release, or control-matrix skills — it adds a testable assurance layer on top of the existing Human Gates. It does not, by itself, enforce anything (see Four-Layer Architecture). This skill remains `metadata.status: draft` until the evaluation criteria in `docs/agile-v-runtime/03_HUMAN_OVERSIGHT.md` (or repo-local equivalent) are met. ## Trigger Conditions Load when: - a task is L2, L3, or L4 per the control matrix or risk classification; - a Human Gate (Gate 1 or Gate 2) is about to be presented; - an agent claims a second agent's output is "independent verification"; - a release, concession, waiver, or irreversible action needs human sign-off; - reviewing whether an existing approval is oversight-effectiveness evidence or only authority evidence. ## Four-Layer Architecture A skill instruction is not a technical control. State this explicitly whenever presenting oversight ...

Details

Author
Agile-V
Repository
Agile-V/agile_v_skills
Created
7 months ago
Last Updated
2 weeks ago
Language
Python
License
CC-BY-SA-4.0

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