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AjaneeI/agent-skills

Prepare precise human approval decisions without stalling unrelated work. Use when an agent encounters changes to authority, methodology, data access, budget, deployment, or any other explicitly reserved decision.

What is agent-skills?

agent-skills is a Claude Code agent skill that prepare precise human approval decisions without stalling unrelated work. Use when an agent encounters changes to authority, methodology, data access, budget, deployment, or any other explicitly reserved decision.

Works with~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/AjaneeI/agent-skills/tree/HEAD/skills/approval-boundary-management

Installed? Explore more Research & Data Analysis skills: affaan-m/uspto-database, affaan-m/scholar-evaluation, affaan-m/literature-review · View all 6 →

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Documentation

Approval Boundary Management

Trigger

Use when a requested action crosses an explicit human decision boundary; do not use to create new unnecessary checkpoints.

Procedure

  1. Determine the exact proposed action, who owns the decision, and which rule or authorization requires approval. Distinguish new approval from already-granted approval.
  2. Capture a versioned proposal and a decision packet: current behavior, proposed delta, purpose, affected resources, risks, reversible/irreversible effects, alternative of doing nothing, and precise authorization requested.
  3. Name the boundary: implementation, experiment invocation, production activation, publication, spending, or data/security. Approval for one is not approval for the others.
  4. Ask for the decision once, with a concrete yes/no or bounded set of options. Avoid presenting a broad blanket consent as the only option.
  5. Mark affected work blocked awaiting decision. Do not repeatedly request the same approval, reinterpret silence, or retry blocked operations.
  6. If independent work remains authorized, hand its queue to the autonomous execution continuity process. A project-wide safety incident is not a local blocker.
  7. Upon explicit response, preserve the decision record, scope, timestamp and reference; verify proposed actions still match it before executing.

Anti-patterns

Never silently alter a scorer, unlock a guard, change billing, publish privately sourced artifacts, or widen agent tool permissions because it seems technically reasonable.

Output

An auditable decision record with exact permitted next actions and separate not-authorized actions. See approval record.

Definition of done

The owner can approve or reject an unambiguous versioned change without reverse-engineering a long debugging transcript.

Individual skills in this repo

This repo contains 4 individual skills — each has its own dedicated page.

Related Skills