Acceptance criteria builder

Skill ThanhNguyxnOrg/blendops/skills/acceptance-criteria-builder

AI-native Blender workflow and skill pack for non-Blender users, built around official Blender MCP, Claude Blender Connector, and Blender CLI.

Install

npx -y skills add ThanhNguyxnOrg/blendops --skill acceptance-criteria-builder

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

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What its author says it does

Copied from the file, not written here

Turn a locked 3D brief plus chosen recipe into a measurable acceptance checklist with evidence hooks.

SKILL.md

3.3 KB, as published. Nobody here has run it

acceptance-criteria-builder

Purpose

Translate qualitative creative goals into checkable acceptance rows so validators, evidence skills, and stakeholders share one definition of done.

Quick start

ingest brief slots + recipe expectations
expand using references/checklist-patterns.md
attach evidence hooks per references/evidence-hook-rules.md
format via references/brief-to-criteria-mapper.md

When to use

before first expensive render/export decision
when stakeholders disagree on "done"
after scope change mid-project

When not to use

pure exploration without deliverable (brainstorming phase)
legal compliance rows (license skill owns permissions language)

Trigger phrases

"definition of done"
"acceptance criteria"
"how do we know this is finished"
"sign-off checklist"

Prerequisites / readiness

brief considered locked enough for planners OR deltas explicitly listed
recipe/pack anchor identified

Input schema

Required inputs

Input	Why it is required
Brief summary	Source of criteria
Priority outputs	Weight checklist

Optional inputs

Input	Use
Brand rubric	Adds objective rows
Platform constraints	Adds measurable thresholds

Output schema

Primary output

prioritized checklist table: Criterion | Measurement | Evidence expected | Owner

Evidence / caveat output

Runtime status: Not Run | Attempted | Produced | Verified | Failed | Blocked / Not Run
Artifact status: Not Run | Not Produced | Produced | Verified | Failed
Evidence used: <brief version ID>
Limitations: <subjective rows flagged>

Required laws

../../laws/evidence-before-done.md
../../laws/non-blender-user-language.md
../../laws/no-arbitrary-python-interface.md
../../laws/official-runtime-only.md

Official runtime boundary

Checklist may include runtime tasks but must label evidence expectations without claiming upstream execution outcomes.

Operating procedure

Map brief fields to criterion categories.
Convert subjective adjectives to observable signals where possible.
Attach default evidence artifacts (still filename pattern, GLB checks, report sections).
Hand off to pre-handoff-verification near completion.

Mode handling

Text-only mode

Evidence hooks describe expected artifacts, not actual files.

Runtime-ready mode

Add measurement rows tied to render-export-evidence outputs.

Blocked runtime mode

Keep criteria but mark execution rows Blocked.

Validation checklist

Every P0 criterion measurable or explicitly subjective
Evidence hook per P0 row
Subjective rows flagged

Pass / Warn / Fail rubric

Verdict	Criteria
Pass	P0 criteria covered + hooks
Warn	Subjective-heavy list — stakeholder sign-off needed
Fail	False Verified hooks

Cross-skill handoff

Brief source → ../intent-to-3d-brief-writer/SKILL.md
Scope enforcement → ../blender-scope-boundary-enforcer/SKILL.md
Final verification → ../pre-handoff-verification/SKILL.md

References

references/checklist-patterns.md
references/evidence-hook-rules.md
references/brief-to-criteria-mapper.md