Loop Skills Pack (CF .cursor/loops/)
Easy use: say loop skills or @loop-skills → agent loads the right loop and the skills that loop needs.
Not this pack: Loops.so email → @loops-email.
Auto-load protocol (do this first)
- Pick the loop from “Which loop?” below (from user words or task).
- Read the loop file + every skill in that row (parallel Read OK).
- Say:
Loaded loop pack: <loop> → <skills>.
- Run the user’s task following those files.
Which loop?
| User says / task |
Read loop |
Also Read these skills |
| orchestrator, fan out, multi-file, swarm |
.cursor/loops/orchestrator-loop.md |
cf-orchestrator, cf-skill-router |
video, reels, shorts, @video-loop |
.cursor/loops/video-generation-loop.md |
cf-video-loop, video-generation, storyboarding, style-consistency, visual-evaluation, cf-llm-model-usage |
bug, broken, failed task, @bugfixing |
.cursor/loops/debugging-loop.md |
systematic-debugging, cf-orchestrator + workflow .cursor/workflows/bug-fixing.md |
| plan, PRD, roadmap |
.cursor/loops/planning-loop.md |
(personas via AGENTS.md @plan) |
| implement, write code |
.cursor/loops/coding-loop.md |
contentx-pipeline-dev if pipeline; else task-matched skills |
| review PR |
.cursor/loops/pr-review-loop.md |
code-review, github-pr-workflow |
| deploy, rollout |
.cursor/loops/deployment-loop.md |
(devops persona; do not touch infra/ without approval) |
| architecture |
.cursor/loops/architecture-loop.md |
architecture-review |
| eval, QA gate |
.cursor/loops/evaluation-loop.md |
evaluation, testing |
| creative iterate |
.cursor/loops/creative-iteration-loop.md |
cf-creative-marketing or video pack as fits |
| research model/topic |
.cursor/loops/research-loop.md |
contentx-firecrawl-validation, cf-llm-model-usage if models |
| experiment / ML |
.cursor/loops/experiment-loop.md |
experiment-tracking, evaluation |
| unclear “loop skills” |
.cursor/loops/orchestrator-loop.md |
cf-orchestrator, cf-skill-router — then ask which job |
Skill paths: .cursor/skills/<name>/SKILL.md
Recurring /loop (Cursor wake loop)
If the user uses Cursor /loop (timed wake): follow ~/.cursor/skills-cursor/loop/SKILL.md and still load the CF loop pack above for the work inside each tick.
Related
- Master pack table:
@cf-skill-router
- Email product:
@loops-email
- Layman map:
docs/HOW_TO_USE_SKILLS.md
1---2name: ivx-cf-loop-skills3description: Content Factory workflow loop pack. Use when the user says loop skills, CF loops, run the loop, which loop, video loop, debug loop, coding loop, planning loop, orchestrator loop, or @loop-skills. Auto-loads the matching .cursor/loops file plus required Cursor skills for this codebase. Not for Loops.so email (use loops-email).4---5
6# Loop Skills Pack (CF `.cursor/loops/`)
7
8**Easy use:** say `loop skills` or `@loop-skills` → agent loads the right loop **and** the skills that loop needs.
9
10**Not this pack:** Loops.so email → `@loops-email`.
11
12## Auto-load protocol (do this first)
13
141. Pick the loop from “Which loop?” below (from user words or task).
152. **Read** the loop file + every skill in that row (parallel Read OK).
163. Say: `Loaded loop pack: <loop> → <skills>`.
174. Run the user’s task following those files.
18
19## Which loop?
20
21| User says / task | Read loop | Also Read these skills |
22|------------------|-----------|------------------------|
23| orchestrator, fan out, multi-file, swarm | `.cursor/loops/orchestrator-loop.md` | `cf-orchestrator`, `cf-skill-router` |
24| video, reels, shorts, `@video-loop` | `.cursor/loops/video-generation-loop.md` | `cf-video-loop`, `video-generation`, `storyboarding`, `style-consistency`, `visual-evaluation`, `cf-llm-model-usage` |
25| bug, broken, failed task, `@bugfixing` | `.cursor/loops/debugging-loop.md` | `systematic-debugging`, `cf-orchestrator` + workflow `.cursor/workflows/bug-fixing.md` |
26| plan, PRD, roadmap | `.cursor/loops/planning-loop.md` | (personas via AGENTS.md `@plan`) |
27| implement, write code | `.cursor/loops/coding-loop.md` | `contentx-pipeline-dev` if pipeline; else task-matched skills |
28| review PR | `.cursor/loops/pr-review-loop.md` | `code-review`, `github-pr-workflow` |
29| deploy, rollout | `.cursor/loops/deployment-loop.md` | (devops persona; do not touch `infra/` without approval) |
30| architecture | `.cursor/loops/architecture-loop.md` | `architecture-review` |
31| eval, QA gate | `.cursor/loops/evaluation-loop.md` | `evaluation`, `testing` |
32| creative iterate | `.cursor/loops/creative-iteration-loop.md` | `cf-creative-marketing` or video pack as fits |
33| research model/topic | `.cursor/loops/research-loop.md` | `contentx-firecrawl-validation`, `cf-llm-model-usage` if models |
34| experiment / ML | `.cursor/loops/experiment-loop.md` | `experiment-tracking`, `evaluation` |
35| unclear “loop skills” | `.cursor/loops/orchestrator-loop.md` | `cf-orchestrator`, `cf-skill-router` — then ask which job |
36
37Skill paths: `.cursor/skills/<name>/SKILL.md`
38
39## Recurring `/loop` (Cursor wake loop)
40
41If the user uses Cursor **`/loop`** (timed wake): follow `~/.cursor/skills-cursor/loop/SKILL.md` **and** still load the CF loop pack above for the work inside each tick.
42
43## Related
44
45- Master pack table: `@cf-skill-router`
46- Email product: `@loops-email`
47- Layman map: `docs/HOW_TO_USE_SKILLS.md`
intelli-verse-x