akmessi/vex/vex-hyperframes-visual-repair

Claude Code and agent skill by akmessi/vex

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Diagnose and repair Vex HyperFrames renders with Scene Program V2, adaptive frame capture, blind/grounded/design critics, typed visual counterexamples, evidence-preserving patch operations, monotonic repair acceptance, and independent final judging. Use when a HyperFrames visual is irrelevant, generic, unreadable, semantically wrong, visually weak, or failing QA.

Install

npx vskill@latest install akmessi/vex/vex-hyperframes-visual-repair

SKILL.md

Vex HyperFrames Visual Repair

Repair the executable visual program, not the rendered pixels and not free-form HTML.

Workflow

  1. Read scene_program_v2.json, render_trace.json, and frame_contact_sheet.png.
  2. Compare blind_critic.json, grounded_critic.json, and design_critic.json.
  3. Convert failures into typed counterexamples with exact element IDs, relation IDs, frame IDs, evidence IDs, and allowed repairs.
  4. Generate a signed VisualPatchSet against the current program signature.
  5. Apply only the closed patch DSL and validate the complete scene program.
  6. Rerender and compare before/after snapshots.
  7. Keep the repair only when it is monotonic: fewer hard failures or a sufficient score gain with no quality, coverage, or issue regression.
  8. Run the independent final judge without repair history.

Hard Rules

  • Never invent copy, facts, metrics, entities, interface states, or assets.
  • Never rewrite arbitrary HTML, CSS, JavaScript, or shell commands.
  • Never change claim-graph endpoints, relation types, evidence IDs, graph signature, or semantic signature.
  • Never remove required objects or relations.
  • Never publish a failed candidate because it is the best available candidate.
  • Reroute to source footage, Manim, Blender, or no visual when the signed contract cannot be satisfied by HyperFrames.

References

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

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Source

Popularity

Repository stars
67
Repository forks
10
7-day trend score
21

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