ai-content-pipelinelisted
Install: claude install-skill Sheshiyer/skill-clusters
# AI Content Pipeline
Use this skill when the job spans multiple stages of the TN content system.
## Primary Owners
- `sadhana-orchestrator`
- `pi` as upstream brief support
## Canonical OpenClaw Pipeline
1. Source material or published post
2. Content Engine brief
3. Distribution packet
4. Creative staging or generative asset production
5. Dry-run or live execution
6. Receipt capture and dashboard visibility
## Bound Adapters
- Blog or source -> packet:
```bash
python3 <openclaw-scripts>/blog_to_distribution_packet.py --slug <post-slug>
```
- Stage article-native assets:
```bash
python3 <openclaw-scripts>/stage_distribution_assets.py --packet /abs/path/to/packet.json --overwrite
```
- Generate Higgsfield assets when required:
```bash
python3 <openclaw-scripts>/higgsfield_generate.py --packet /abs/path/to/packet.json
```
- Execute inference dry-run or publish:
```bash
python3 <openclaw-scripts>/inference_flow_run.py --packet /abs/path/to/packet.json --dry-run
```
- Hand off actionable work to Paperclip:
```bash
python3 <openclaw-scripts>/handoff-to-paperclip.py --packet /abs/path/to/packet.json
```
- Review live state:
`http://127.0.0.1:5199/api/distribution/overview`
## Guardrails
- X is the source lane.
- Reddit and Substack are manual expansions.
- Threads, Instagram, and Facebook are repost layers.
- Do not bypass `manual-confirmed` publish policy.
- Use the adapters above instead of raw provider calls whenever possible.