content-pipeline SKILL.md skillA

content-pipeline from lazyisefficient/agentic-os is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add lazyisefficient/agentic-os/content-pipeline@git:20260716.7c29779

Pins git:20260716.7c29779 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
lazyisefficient/agentic-os
Path
.claude/skills/content-pipeline/SKILL.md
Versions recorded
5
Latest version
git:20260716.7c29779, committed Jul 16, 2026
First version recorded
Jun 19, 2026
Size
6,037 bytes
Repository stars
17
License
MIT

Non-interactive content-production toolkit: mine quotable moments from podcast RSS feeds and meeting notes, discover clip-worthy moments in video transcripts, repurpose long-form source into platform-native drafts (X, LinkedIn, YouTube Shorts, newsletter), and batch-score/gate those drafts before publish. Use when asked to "mine quotes from this podcast", "find clips in this video", "repurpose this into a thread / LinkedIn post / Short", "turn this transcript into posts…

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Content Pipeline

Script-driven content production: ingest raw source, repurpose it into platform-native drafts, and gate the drafts before publish. All steps are non-interactive Python; chain them or run any stage standalone.

```
quote-mining ─┐
              ├─► content atoms ─► content-transform ─► drafts ─► quality-scorer ─► quality-gate ─► publish
editorial-brain ┘                       │
                          (optional in-loop expert panel from content-ops)
```

## Setup

```bash
pip install -r requirements.txt      # anthropic, feedparser
cp .env.example .env                 # set ANTHROPIC_API_KEY; configure optional feeds/voice
```

All scripts read/write a data directory (default `./data/`, override with `CONTENT_OPS_DATA_DIR`). Each stage writes a `*-latest.json` the next stage picks up.

## Stages

1. **Ingest — quote mining.** Scan podcast RSS feeds + local meeting notes for quotable, contrarian, viral-worthy moments; emit scored candidates.
   ```bash
   python scripts/quote-mining-engine.py --days 90 --top 50 --min-score 60 \
     --feeds config/feeds.json --notes-dir ./notes/ --speaker "Name"
   ```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add lazyisefficient/agentic-os/content-pipeline@sha256:a0d9f6d96cd682c8

The line at the top of this page pins the label git:20260716.7c29779, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_qmdiukl2zbqryedi.svg)](https://markdownregistry.com/a/art_qmdiukl2zbqryedi)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 5 versions of this file, between Jun 19, 2026 and Jul 16, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20260716.7c29779 latest2026-07-16 7c29779 6,037 BA view · diff
git:20260713.e86d2822026-07-13 e86d282 6,027 BA view · diff
git:20260623.d4273122026-06-23 d427312 6,058 BA view · diff
git:20260619.f551cb72026-06-19 f551cb7 5,923 BA view · diff
git:20260619.61661d02026-06-19 61661d0 6,187 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (6037 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

lazyisefficient/agentic-os · 17 stars · license MIT · pushed 2026-10-19 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_qmdiukl2zbqryedi
GET https://markdownregistry.com/api/v1/resolve?ref=lazyisefficient/agentic-os/content-pipeline
GET https://markdownregistry.com/api/v1/blob/a0d9f6d96cd682c8ba786ee20f16ad1357b766b45f6d435b72e0835ae8f0d255

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from lazyisefficient/agentic-os

adversarial-claims-reviewer SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/adversarial-claims-reviewer/SKILL.md · Use when adversarially reviewing a document that makes formal or technical claims — math derivations, physics papers…
git:20260716.7c29779 · audit A · 17 stars
autoresearch SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/autoresearch/SKILL.md · Run Karpathy-style autoresearch optimization on any content. Generates 50+ variants, scores with a 5-expert simulated…
git:20260716.7c29779 · audit A · 17 stars
browser-testing-with-devtools SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/browser-testing-with-devtools/SKILL.md · Tests in real browsers. Use when building or debugging anything that runs in a browser. Use when you need to inspect…
git:20260716.7c29779 · audit A · 17 stars
code-review-and-quality SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/code-review-and-quality/SKILL.md · Conducts multi-axis code review across correctness, readability, architecture, security, and performance. Use before…
git:20261019.3c64a74 · audit A · 17 stars
codebase-cost-estimator SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/codebase-cost-estimator/SKILL.md · Estimate the full development cost of an existing codebase from lines of code, architectural complexity, and…
git:20260716.7c29779 · audit A · 17 stars
content-ops SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/content-ops/SKILL.md · Auto-assembles a domain-specific expert panel (7–10 experts), scores any content or strategy artifact against a typed…
git:20260716.7c29779 · audit A · 17 stars
conversion-ops SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/conversion-ops/SKILL.md · AI-powered conversion rate optimization: landing page audits, CRO scoring, survey segmentation, and lead magnet…
git:20260716.7c29779 · audit A · 17 stars
data-model-documentation SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/data-model-documentation/SKILL.md · Catalog APIs, persistence models, and message/event payloads into DATA_MODEL.md at the project root. Use after…
git:20261019.a94f2ca · audit B · 17 stars
data-model-verification SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/data-model-verification/SKILL.md · Adversarially verifies DATA_MODEL.md property rows against cited Source files. Use after data-model-documenter when…
git:20260716.7c29779 · audit A · 17 stars
deployment-pipelines SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/deployment-pipelines/SKILL.md · Use when authoring or reviewing CI/CD pipelines — GitHub Actions workflows, reusable workflows, composite actions, OIDC…
git:20260716.7c29779 · audit A · 17 stars
findings-ledger SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/findings-ledger/SKILL.md · Use when recording, tallying, or triaging stochastic review findings — the append-only JSONL ledger where Tier 2…
git:20261019.3c64a74 · audit A · 17 stars
game-balancer SKILL.md skill
lazyisefficient/agentic-os · .claude/skills/game-balancer/SKILL.md · Use when tuning the numbers in a game — economy curves, progression rates, difficulty pacing, drop tables, win/loss…
git:20260716.7c29779 · audit A · 17 stars

Every file in lazyisefficient/agentic-os

Other files named content-pipeline

content-pipeline SKILL.md skill
thatrebeccarae/claude-marketing · skills/content-pipeline/SKILL.md · End-to-end content creation workflow that orchestrates research, editorial review, and social distribution agents in…
v1.0.0 · audit A · 176 stars

Browse by kind, by grade A, or by owner.