How do I install the Ivx Cf Video Loop skill?

Run npx skillmds@latest add intelli-verse-x/ivx-cf-video-loop 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 Ivx Cf Video Loop safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: docs only. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Ivx Cf Video Loop?

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 Ivx Cf Video Loop free to use?

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

Who published Ivx Cf Video Loop?

intelli-verse-x (@intelli-verse-x) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Ivx Cf Video Loop by intelli-verse-x

Name: Ivx Cf Video Loop
Rating: 4.2 (5 reviews)
Author: intelli-verse-x

Ivx Cf Video Loop

Content Factory video production loop for Cursor agents. Use when the user says @video-loop, make/create/generate a video with Content Factory, or asks to run a calendar slot into a finished accepted video. Enforces plan APPROVE gate and video-acceptance criteria before completion.

intelli-verse-x Updated Aug 19, 2026 0 repo stars

File contents

Content Factory Video Loop Skill

When to use

User invokes @video-loop
“Make a video / short / reel with Content Factory”
“Run this calendar slot and generate the video”
“Generate until it passes QA / acceptance”

When not to use

Pure code changes to pipelines (use @implement)
Operating a failed in-flight cluster job (use @operator-loop)
Publishing-only (use Postiz plan/schedule tools after video PASS)

Read first

.cursor/loops/video-generation-loop.md — CF MCP pipeline stage order
.cursor/loops/sf-wan-video-loop.md — SiliconFlow dashboard Wan + Fish Speech + combine (when user gens in Playground)
.cursor/checklists/video-acceptance.md — PASS/REVISE/FAIL
Matching accounts-* skill if brand_id known
get_generation_guide(pipeline_type) for required fields

Which loop? MCP trigger_pipeline → video-generation-loop. User pastes into SiliconFlow dashboard / drops clips → sf-wan-video-loop.

Tool map (MCP `user-content-factory`)

Stage	Tools
Intake	`list_available_pipelines`, `get_generation_guide`, `route_content_skills`
Research	`research_topic`, `trending_ideas`, `search_web`
Plan	`plan_generation`, `enhance_prompt`, `preview_storyboard`, `select_model`
GPU	`warm_video_stack`, `gpu_service_status`, `cool_gpu_service`
Generate	`trigger_pipeline` (only with `user_approved=True`)
Poll	`get_task_status`, `get_pipeline_log`, `list_output_files`, `cancel_task`
Publish (after PASS)	`plan_social_post` → APPROVE → `schedule_social_post`

CLI fallback

Prefer MCP. If MCP is down, use local runner:

python pipelines/runner.py run \
  --config <configs path for pipeline> \
  --pipeline viral_shorts \
  --args "{\"topic\":\"...\",\"platform\":\"tiktok\",\"style\":\"trendy\",\"audience\":\"Gen Z\"}" \
  --local

Still enforce: human plan approval in chat + acceptance checklist before DONE.

Acceptance (non-negotiable)

A run is complete only when:

All MUST items in video-acceptance.md pass
Score ≥ 80 / 100
Acceptance report posted in the chat

Otherwise: REVISE or FAIL and continue the loop (max 3 iterations).

Minimal happy path

1. route_content_skills / get_generation_guide
2. research_topic
3. plan_generation  →  SHOW PLAN  →  WAIT "APPROVE"
4. (optional) warm_video_stack
5. trigger_pipeline(..., user_approved=True)
6. poll get_task_status every 60–90s
7. list_output_files
8. score vs video-acceptance.md
9. PASS → deliver paths | REVISE → fix → goto 3 or 5

Calendar slot mode

If user points at VIRAL_CONTENT_CALENDAR.html / viral_content_calendar_jul2026.json slot:

Prefer the slot’s cursor_agent_prompt (already includes @video-loop + skills + brief)
Or load slot fields: topic, pipeline, platform, style, audience, brand_id, caption, goal, visual_plan, script_beats
Follow video-generation-loop until acceptance PASS (≥80)
After PASS, attach slot caption/hashtags/CTA in the deliverable
Do not auto-publish unless user asks and approves plan_social_post

One-liner from calendar

@video-loop run calendar slot w1-mon-qv

Or paste the green Copy Cursor @video-loop prompt button output from the HTML page.

Output contract (always)

### Loop status
- Stage: INTAKE|RESEARCH|PLAN|GENERATE|POLL|ACCEPT|DONE
- task_id:
- iteration: n/3
- verdict: (after ACCEPT) PASS|REVISE|FAIL
- outputs: (paths if any)

---name: ivx-cf-video-loopdescription: Content Factory video production loop for Cursor agents. Use when the user says @video-loop, make/create/generate a video with Content Factory, or asks to run a calendar slot into a finished accepted video. Enforces plan APPROVE gate and video-acceptance criteria before completion.---# Content Factory Video Loop Skill## When to use- User invokes `@video-loop`- “Make a video / short / reel with Content Factory”- “Run this calendar slot and generate the video”- “Generate until it passes QA / acceptance”## When not to use- Pure code changes to pipelines (use `@implement`)- Operating a **failed in-flight** cluster job (use `@operator-loop`)- Publishing-only (use Postiz plan/schedule tools after video PASS)## Read first1. `.cursor/loops/video-generation-loop.md` — CF MCP pipeline stage order 2. `.cursor/loops/sf-wan-video-loop.md` — SiliconFlow dashboard Wan + Fish Speech + combine (when user gens in Playground) 3. `.cursor/checklists/video-acceptance.md` — PASS/REVISE/FAIL 4. Matching `accounts-*` skill if `brand_id` known 5. `get_generation_guide(pipeline_type)` for required fields **Which loop?** MCP `trigger_pipeline` → video-generation-loop. User pastes into SiliconFlow dashboard / drops clips → **sf-wan-video-loop**.## Tool map (MCP `user-content-factory`)| Stage | Tools ||-------|-------|| Intake | `list_available_pipelines`, `get_generation_guide`, `route_content_skills` || Research | `research_topic`, `trending_ideas`, `search_web` || Plan | `plan_generation`, `enhance_prompt`, `preview_storyboard`, `select_model` || GPU | `warm_video_stack`, `gpu_service_status`, `cool_gpu_service` || Generate | `trigger_pipeline` (**only** with `user_approved=True`) || Poll | `get_task_status`, `get_pipeline_log`, `list_output_files`, `cancel_task` || Publish (after PASS) | `plan_social_post` → APPROVE → `schedule_social_post` |## CLI fallbackPrefer MCP. If MCP is down, use local runner:```bashpython pipelines/runner.py run \ --config <configs path for pipeline> \ --pipeline viral_shorts \ --args "{\"topic\":\"...\",\"platform\":\"tiktok\",\"style\":\"trendy\",\"audience\":\"Gen Z\"}" \ --local```Still enforce: human plan approval in chat + acceptance checklist before DONE.## Acceptance (non-negotiable)A run is **complete** only when:1. All **MUST** items in `video-acceptance.md` pass 2. Score **≥ 80 / 100** 3. Acceptance report posted in the chat Otherwise: **REVISE** or **FAIL** and continue the loop (max 3 iterations).## Minimal happy path```text1. route_content_skills / get_generation_guide2. research_topic3. plan_generation → SHOW PLAN → WAIT "APPROVE"4. (optional) warm_video_stack5. trigger_pipeline(..., user_approved=True)6. poll get_task_status every 60–90s7. list_output_files8. score vs video-acceptance.md9. PASS → deliver paths | REVISE → fix → goto 3 or 5```## Calendar slot modeIf user points at `VIRAL_CONTENT_CALENDAR.html` / `viral_content_calendar_jul2026.json` slot:1. Prefer the slot’s **`cursor_agent_prompt`** (already includes @video-loop + skills + brief)2. Or load slot fields: topic, pipeline, platform, style, audience, brand_id, caption, goal, visual_plan, script_beats3. Follow **video-generation-loop** until acceptance PASS (≥80)4. After PASS, attach slot caption/hashtags/CTA in the deliverable5. Do **not** auto-publish unless user asks and approves `plan_social_post`### One-liner from calendar```@video-loop run calendar slot w1-mon-qv```Or paste the green **Copy Cursor @video-loop prompt** button output from the HTML page.## Output contract (always)```markdown### Loop status- Stage: INTAKE|RESEARCH|PLAN|GENERATE|POLL|ACCEPT|DONE- task_id:- iteration: n/3- verdict: (after ACCEPT) PASS|REVISE|FAIL- outputs: (paths if any)```

Frequently asked questions