agile-v-human-oversight
SolidBainbridge-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.
Install
Quality Score: 83/100
Skill Content
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
Bundled in these plugins
Similar Skills
Semantically similar based on skill content — not just same category
human-in-the-loop
Design and verify auditable human oversight, approval gates, escalation paths, and safe state transitions for AI agent workflows. Use when deciding which agent actions require review, adding approve/reject or dual-control flows, preventing unauthorized autonomous effects, creating decision records, reducing rubber-stamping, or recovering safely from rejected, expired, or failed actions.
human-in-the-loop-gate
Add a human approval checkpoint to an agent so it pauses before a risky or irreversible action (spending money, deleting data, sending messages, merging code) and resumes only after a human approves. Use when an agent acts autonomously on consequential operations.
agentic-collaboration-cadence
Establish and operate the human-in-the-loop authority model for agentic project work: distinguish product ratification, implementation, review repair, and merge or release authority; define an authorization envelope; continue pre-authorized repository and GitHub work with exception-only pauses; consolidate useful checkpoints; surface judgment calls, cost tripwires, and honest evidence. Use when planning substantial work, calibrating agent autonomy, deciding whether an Issue, PR, merge, deployment, publication, or repository-visibility action needs approval, structuring a review-and-repair cycle, or correcting a workflow that asks for approval too often or assumes too much authority. Triggers: "human in the loop", "authorization boundary", "implementation approval", "ratified but not approved", "exception-only pause", "work in the background", "checkpoint", "autonomous execution", "impact-ranked plan", "pick the slice", "judgment call", "how often should the agent check in".