Blender stop condition decider
Skill ThanhNguyxnOrg/blendops/skills/blender-stop-condition-decider
AI-native Blender workflow and skill pack for non-Blender users, built around official Blender MCP, Claude Blender Connector, and Blender CLI.
npx -y skills add ThanhNguyxnOrg/blendops --skill blender-stop-condition-deciderAssembled from the repository path, not quoted from the project. Check it against their README if it does not work.
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Define explicit "done" conditions for a Blender recipe before starting work, so the agent stops at the right point instead of drifting into endless polish.
SKILL.md
6.4 KB, as published. Nobody here has run it
blender-stop-condition-decider
Purpose
Pin a single, explicit stop condition for a recipe so the agent knows when to declare "done" and hand off — not earlier, not later. Inspired by Anthropic Superpowers /just-say-when-it's-done analog.
Quick start
- write one stop condition per recipe (one sentence, concrete)
- write what is OUT OF SCOPE for "done"
- write the handoff trigger (which skill receives the deliverable when stop condition fires)
- enforce: do not polish past the stop condition; do not declare done before it
When to use
- before any non-trivial Blender recipe
- when previous attempts drifted into endless polish or scope creep
- before runtime work (so "Verified" claim is honest)
When not to use
- pure exploration / brainstorming (no stop condition; goal is divergence)
- tiny single-shot requests
- after work has already started without scope (use
blender-scope-boundary-enforcerinstead)
Trigger phrases
- "when are we done"
- "let's set the bar"
- "what does done look like"
Prerequisites / readiness
- recipe scope clear (or willing to clarify)
- user accepts a written stop condition
Input schema
Required inputs
| Input | Why it is required |
|---|---|
| Recipe scope | Anchors the stop condition |
| Acceptable quality bar | Determines what "done" means concretely |
Optional inputs
| Input | Use |
|---|---|
| Time / budget constraints | May force tighter scope |
| Reference deliverable | Calibrates the bar |
Assumptions to confirm
- The user accepts that "done" is the stop point, not a temporary plateau before more polish.
- Ambiguous "done" → not yet ready to start.
Output schema
Primary output
A single stop condition record: condition (one sentence), out-of-scope list, handoff trigger.
Secondary output
- explicit guardrails: what would NOT count as done
- review hint after stop condition fires
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: <links, paths, logs, or "none">
Limitations: <known gaps>
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
Process / discipline skill — does not run Blender. Stop condition is evaluated against produced evidence.
Operating procedure
- Confirm recipe scope.
- Write one concrete stop condition.
- List 3-5 things that are explicitly OUT OF SCOPE for "done".
- Pin handoff trigger.
- Enforce: do not polish past it; do not declare done before evidence supports it.
Decision tree
Stop condition vague ("looks great")?
→ Rewrite with concrete artifact + check
Multiple stop conditions proposed?
→ Pick the highest-priority one; relegate others to follow-up scope
Stop condition not yet evaluable in this mode?
→ Mark as forward-condition; do not declare done in this stage
Playbooks
Playbook A: Hero render
"Done = out/render-2026-05-09.png exists at 1920×1080, 128+ Cycles samples, mood matches brief, validation logged."
Playbook B: GLB handoff
"Done = out/scene.glb exists, gltf-validator passes, triangle count within budget, animation contract documented."
Playbook C: Text-only plan
"Done = scene plan section count >= 7, all sections concrete, asset list flagged, handoff to scene quality checker."
Mode handling
Text-only mode
Stop condition refers to plan completeness; runtime claims marked Not Run.
Runtime-ready mode
Stop condition refers to produced + validated artifacts.
Blocked runtime mode
Stop condition is reframed as "ready to start once runtime is available"; do not declare done.
Validation checklist
- Stop condition is one sentence
- Stop condition is concrete (no "looks good")
- Out-of-scope list (3-5 items) present
- Handoff trigger named
- Mode-appropriate phrasing
Pass / Warn / Fail rubric
| Verdict | Criteria |
|---|---|
| Pass | One concrete stop condition + out-of-scope + handoff. |
| Warn | Stop condition present but slightly soft; out-of-scope partial. |
| Fail | Vague "looks good" stop condition; no out-of-scope; no handoff; multiple conditions stacked. |
Failure handling
- Vague stop condition → rewrite.
- Multiple conditions → pick one + scope follow-up.
- User pushes for "more polish" past the condition → require new scope agreement.
Troubleshooting
| Problem | Response |
|---|---|
| User wants "perfect" before stopping | Rewrite condition with concrete bar; document that "perfect" is forward scope. |
| Stop condition keeps moving | Mid-recipe scope drift; hand off to blender-scope-boundary-enforcer. |
| Done declared without evidence | Downgrade per evidence-before-done.md; require evidence. |
Best practices
- One sentence, one stop condition, one recipe.
- Write the condition BEFORE work begins.
- Out-of-scope is at least as important as in-scope.
- "Done" is honest, not optimistic.
Good examples
- "Done =
out/render.pngat 1920×1080 + 128 Cycles samples + mood match validated against reference image diff < 5%. Out of scope: animation, post-process, alternate lighting takes."
Bad examples
- "Done when it looks great." — vague.
User-facing response template
Recipe: <name>
Stop condition (one sentence, concrete): <…>
Out of scope for "done":
- <…>
- <…>
- <…>
Handoff trigger: <skill>
Mode: <text-only / runtime-ready / blocked>
Limitations: <gaps>
Anti-patterns
- Multiple stacked stop conditions.
- Vague language.
- Letting "done" drift across the recipe.
- Declaring done without evidence.
Cross-skill handoff
- Brief →
../intent-to-3d-brief-writer/SKILL.md - Workflow gates →
../blender-checklist-driven-workflow/SKILL.md - Final pre-handoff →
../pre-handoff-verification/SKILL.md - Scope drift →
../blender-scope-boundary-enforcer/SKILL.md
Non-goals
- Run Blender.
- Author the recipe.
- Polish past the stop condition.
References
references/stop-condition-templates.mdreferences/out-of-scope-patterns.mdreferences/done-vs-perfect.md../../docs/skill-system.md