How do I install the Director QA skill?

Run npx skillmds@latest add tfcbot/director-qa in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Director QA safe to use?

This skill has not completed SkillMD's automated safety review yet. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Director QA?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Director QA free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Director QA?

tfcbot (@tfcbot) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Director QA by tfcbot — Agent Skill

Name: Director QA
Author: tfcbot

File contents

Director — QA

Run each gate in order. If a gate fails, revise the motion prompt and submit a new Vidjutsu clone only after the prior task is terminal. Allow at most five total generation attempts.

Gate 1 — Anatomy

Extract three frames from the completed clone:

vidjutsu extract --mediaUrl "$CLIP_URL" --frames auto

For each returned frame URL, request an explicit response schema:

vidjutsu watch --mediaUrl "$FRAME_URL" --prompt 'Return only JSON: {"score":number,"issues":[string]}. Trace every visible limb to the torso and check joint position, body-part count, and spatial continuity. Score 8+ only when anatomy is plausible.'

Read response.score. Reject if any frame scores below 8. Extract is limited to 100/day; Watch is limited to 50/day.

Gate 2 — Visual critic

vidjutsu watch --mediaUrl "$CLIP_URL" --prompt 'Return only JSON: {"score":number,"issues":[{"severity":"minor"|"major"|"critical","category":string,"description":string}]}. Check identity continuity, anatomy, artifacts, motion, framing, and audio sync.'

Read the result from the API's response envelope. Reject for a score below 8 or any major/critical issue. Adapt the prompt to the content style.

Gate 3 — Speech

Skip when there is no spoken dialogue.

vidjutsu transcribe --mediaUrl "$CLIP_URL"

Compare the returned transcript with intended dialogue. Reject missing, incorrect, or repeated phrases. Number-word normalization is non-blocking. Vidjutsu transcribe is limited to 30/day. This gate verifies the original Kling soundtrack; Vidjutsu does not replace voices.

Gate 4 — VidLang rules

Every POST /v1/check request requires both spec and rules, and at least one rule must be enabled. Rules are off by default; an omitted, empty, or all-disabled rules object is invalid.

vidjutsu check run --spec ./spec.json --rules '{"VL013":true,"VL011":{"severity":"warning"}}'

Use true to enable a rule, false or { "enabled": false } to disable it, and { "severity": "warning" } to enable with an override.

Custom plain-text rules are stored separately:

vidjutsu check rules list
vidjutsu check rules set 'Dialogue contains the AI reveal,Requested CTA is present'

GET and PUT /v1/check/rules are unmetered. Evaluate those strings in the agent layer; Vidjutsu stores but does not execute them. Built-in checks are limited to 100/day.

Finish

For each passing clip, report its URL, Watch scores, enabled VidLang rules, and attempt count. To chain another scene, extract the final frame with:

vidjutsu extract --mediaUrl "$CLIP_URL" --frames last

Do not continue to post-production if any required gate fails.

---name: director-qadescription: Run Vidjutsu QA gates on completed clone videos: anatomy frames, structured Watch criticism, transcript verification, and explicitly enabled VidLang rules.---# Director — QARun each gate in order. If a gate fails, revise the motion prompt and submit anew Vidjutsu clone only after the prior task is terminal. Allow at most fivetotal generation attempts.## Gate 1 — AnatomyExtract three frames from the completed clone:```bashvidjutsu extract --mediaUrl "$CLIP_URL" --frames auto```For each returned frame URL, request an explicit response schema:```bashvidjutsu watch --mediaUrl "$FRAME_URL" --prompt 'Return only JSON: {"score":number,"issues":[string]}. Trace every visible limb to the torso and check joint position, body-part count, and spatial continuity. Score 8+ only when anatomy is plausible.'```Read `response.score`. Reject if any frame scores below 8. Extract is limited to100/day; Watch is limited to 50/day.## Gate 2 — Visual critic```bashvidjutsu watch --mediaUrl "$CLIP_URL" --prompt 'Return only JSON: {"score":number,"issues":[{"severity":"minor"|"major"|"critical","category":string,"description":string}]}. Check identity continuity, anatomy, artifacts, motion, framing, and audio sync.'```Read the result from the API's `response` envelope. Reject for a score below 8or any major/critical issue. Adapt the prompt to the content style.## Gate 3 — SpeechSkip when there is no spoken dialogue.```bashvidjutsu transcribe --mediaUrl "$CLIP_URL"```Compare the returned `transcript` with intended dialogue. Reject missing,incorrect, or repeated phrases. Number-word normalization is non-blocking.Vidjutsu transcribe is limited to 30/day. This gate verifies the original Klingsoundtrack; Vidjutsu does not replace voices.## Gate 4 — VidLang rulesEvery `POST /v1/check` request requires both `spec` and `rules`, and at leastone rule must be enabled. Rules are off by default; an omitted, empty, orall-disabled rules object is invalid.```bashvidjutsu check run --spec ./spec.json --rules '{"VL013":true,"VL011":{"severity":"warning"}}'```Use `true` to enable a rule, `false` or `{ "enabled": false }` to disable it,and `{ "severity": "warning" }` to enable with an override.Custom plain-text rules are stored separately:```bashvidjutsu check rules listvidjutsu check rules set 'Dialogue contains the AI reveal,Requested CTA is present'````GET` and `PUT /v1/check/rules` are unmetered. Evaluate those strings in theagent layer; Vidjutsu stores but does not execute them. Built-in checks arelimited to 100/day.## FinishFor each passing clip, report its URL, Watch scores, enabled VidLang rules, andattempt count. To chain another scene, extract the final frame with:```bashvidjutsu extract --mediaUrl "$CLIP_URL" --frames last```Do not continue to post-production if any required gate fails.

Frequently asked questions

Director QA