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kirich1409
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acceptance

Coordinate parallel end-to-end checks against specs and acceptance criteria.

23|2|Updated Mar 7, 2026
Search Tags:#verification#multi-agent#orchestration#acceptance#receipt#diff-hash#re-verification
One-click install
npx skills add https://github.com/kirich1409/krozov-ai-tools --skill acceptance
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: acceptance
Source: https://github.com/kirich1409/krozov-ai-tools/tree/main/plugins/developer-workflow/skills/acceptance
Command: npx skills add https://github.com/kirich1409/krozov-ai-tools --skill acceptance

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Coordinating end-to-end verification of changes by confirming implementations meet their specs or bugs are fully resolved, and presenting a single, consolidated acceptance receipt to guide downstream decisions.

Core Features & Use Cases

  • Parallel fan-out across specialized agents (manual-tester, code-reviewer, AC-coverage, design/a11y, security, performance, architecture, build-config, devops) to accelerate validation.
  • Unified receipt generation that aggregates verdicts, surfaces blockers, and enables routing to subsequent stages.
  • Flexible input resolution from spec frontmatter, test plans, and reproduction artifacts, with a re-verification loop that re-runs changed or failed checks.
  • Works for UI and non-UI projects, adapting fan-out based on spec and diff context, while preserving backward compatibility.

Quick Start

Invoke the acceptance skill to verify a change against its spec or confirm bug resolution and generate a consolidated acceptance receipt.

Frequently Asked Questions about acceptance

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I coordinate end-to-end verification for new features and bug fixes?▼

End-to-end verification is coordinated by orchestrating parallel checks against specs and acceptance criteria, collecting evidence, and producing a unified receipt. This applies to validating new features and confirming bug fixes across components.

What is a consolidated acceptance receipt and how does it guide downstream decisions?▼

A consolidated acceptance receipt aggregates verdicts from parallel validation checks and surfaces blockers. It provides a single unified document that enables routing implementations to subsequent development stages based on pass or fail outcomes.

Can I use multi-agent orchestration to verify both UI and non-UI project changes?▼

Multi-agent orchestration works for UI and non-UI projects by adapting its parallel fan-out based on spec and diff context. Specialized agents handle manual testing, code review, security, performance, and architecture validation.

How does deterministic re-verification work when tracking code changes?▼

Deterministic re-verification works by tracking diff_hash, spec_hash, and test_plan_hash. This allows the system to re-run only changed or previously failed checks, preserving backward compatibility while ensuring consistent validation outcomes.

What inputs do I need to resolve spec frontmatter and test plans for acceptance verification?▼

Acceptance verification resolves inputs flexibly from spec frontmatter, test plans, and reproduction artifacts. These inputs feed into parallel specialized agents that validate implementations against the defined acceptance criteria and specifications.

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