Content Pipeline

SkillDev tools

Turn governed source evidence into a citation-bound reader-facing draft, channel package, and provider-neutral publication handoff.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Content Pipeline skill

What this skill tells your AI

The instructions your AI receives, as published by runxhq/runx in skills/content-pipeline/SKILL.md and read by ahel’s review.

This is the standard preparation lane for researched content. It keeps evidence, writing, packaging, and external delivery distinct so an operator can inspect one concrete artifact and no local success is mistaken for publication.

Use it for articles, updates, newsletters, explainers, and other channel-bound content whose substantive claims need traceable support. The result should do something for the reader—clarify a decision, explain a change, establish trust, or enable a concrete next step—not merely prove that research happened.

Composes

  • ghostwrite#draft
  • ghostwrite#handoff
  • ghostwrite#package
  • research#research

How the chain works

  1. The caller provides the objective, audience, channel, and governed source packets. Usually those packets come from web-fetch or a provider reader.
  2. research admits the sources, verifies citations, and decides whether the evidence supports a useful deliverable.
  3. ghostwrite drafts only from the admitted claims and digests, applying any supplied voice or operator context without treating it as factual evidence.
  4. The validated draft is packaged deterministically for the declared channel.
  5. A provider-neutral handoff records the target and approval requirement. The lane stops before external delivery.

Local research, drafting, and packaging require no approval. A later provider skill owns the consequential gate, idempotency, send or publish request, acknowledgement, and readback.

Inputs and result

  • objective states what the content should change for its reader.
  • source_packets contain bounded governed evidence.
  • audience, channel, and domain shape the artifact.
  • operator_context and target_entities narrow interpretation but are not source evidence.
  • publication_target, boundary_kind, and approval_context prepare the next lane; they do not authorize it.

The result preserves the citation-validated research packet, the evidence-bound draft, a deterministic channel package with not_sent state, and a provider-neutral handoff. needs_more_evidence, needs_review, and not_worth_publishing are valid terminal states when the topic is unsupported, stale, duplicative, or unhelpful.

Stop conditions

  • Stop before drafting when the source packet is missing or invalid.
  • Do not turn operator context, campaign intent, or a target URL into evidence.
  • Withhold any draft whose material claim cannot be tied to an admitted digest.
  • Do not add delivery or publication evidence to a local package.
  • Route the exact accepted artifact into the relevant provider lane instead of rebuilding it there.

Example

An operator wants a blog post explaining a new governance boundary. The lane can validate official docs and receipt evidence, draft for engineering readers, package the accepted body for the blog, and prepare a CMS handoff. It cannot say the post is live until an approved CMS operation and provider readback prove it.

Signals

GitHub stars
87
Forks
101
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
content-pipeline
Source
github.com/runxhq/runx