agentleFS
celeryhqceleryhq/simplified-ai/skills/content-repurposer/SKILL.md

content-repurposer

Skill4 starsChanged 4 months agoMITView on GitHub

Adapt source material into channel-specific written posts and content sequences with Simplified. Use for captions, summaries, carousels, and clip concepts from articles, transcripts, interviews, webinars, or podcasts. For rendered video clips or source-time excerpts, use repurpose-video; for transcripts/subtitles, use transcribe-media.

28 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use research-synthesizer, landing-page-copywriter and 4 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • o2alexanderfedinSkill

    research-synthesizer

    Creates comprehensive synthesis documents distilling research findings into actionable insights. Activates when: creating synthesis.md files, aggregating research findings, integrating multi-source data, extracting strategic insights, or resolving conflicting information. Operates across technical, market, architecture, certification, and roadmap domains. Ensures evidence-based synthesis with full traceability to source research files.

    Also in 3 projects that use this

  • julianromliSkill

    landing-page-copywriter

    Write high-converting landing page copy using proven frameworks like PAS (Problem-Agitate-Solution), AIDA, and StoryBrand. Creates headlines, value propositions, CTAs, and full page sections optimized for conversion. Use when users need landing page copy, sales page content, or marketing website text.

    Also in 3 projects that use this

  • Marine-softdrink524Skill

    seo-blog-writer

    SEO-optimized blog post writer with expertise in keyword research, content structure, meta tags, and search engine ranking strategies. Use when creating blog posts, articles, or any content that needs to rank well on Google.

    Also in 3 projects that use this

  • raroqueSkill

    youtube-script-writer

    Write a tight, retention-focused YouTube script from a topic, outline, or research brief. Use when the user asks for a video script, wants to turn notes or research into a YouTube video, needs a hook/intro rewritten, or wants to plan a video end-to-end with pacing, visual beats, and CTAs.

    Also in 3 projects that use this

  • vivy-yiSkill

    content-calendar

    Use when scheduling Xiaohongshu posts, maintaining consistent posting frequency, planning content around events or seasons, or organizing content production workflow

    Also in 4 projects that use this

  • ncklrsSkill

    proposal-writer

    Expert sales proposal and pricing presentation strategist. Use when writing proposals, executive summaries, ROI business cases, pricing presentations, SOWs (Statement of Work), RFP responses, or competitive positioning documents. Covers proposal structure, terms positioning, design formatting, follow-up strategy, and win-rate optimization.

    Also in 4 projects that use this

The file

We split this skill into the rules it gives an agent

5 rules. 0 are common, 1 is distinctive, and 4 are very specific to this project.

  • 0

    Common

    Most of the 26 edited versions we read keep these.

  • 1

    Distinctive

    This author's own choices. Worth a look.

  • 4

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Treat the source as authoritative.

    line 14
  2. Very specific:

    Create remote content with action: "draft".

    line 17
  3. Very specific:

    Call social_getSocialMediaAccounts once when the user wants connected-channel drafts.

    line 32
  4. Very specific:

    If new supporting visuals are explicitly requested, use $generate-image with storage: "asset" and pass each returned asset_id into social …

    line 34
  5. Very specific:

    If the user supplies a local visual, follow $simplified-social through signed upload and api_registerAsset, then reuse the returned UUID.

    line 35

“Common” is measured: kept by at least 6 in 10 of the 26 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Content Repurposer

For rendered video highlights, Reels, Shorts, or source-time excerpts, use repurpose-video; this skill handles source-grounded channel copy. Use transcribe-media first when a recording needs an actual transcript or subtitle export. Never call written clip concepts completed video files.

Extract the strongest ideas from supplied source material and reshape them for the intended channels without inventing facts.

Guardrails

  • Treat the source as authoritative. Preserve names, numbers, claims, qualifications, links, and offer terms.
  • Clearly label any interpretation that is not directly supported by the source.
  • Return copy in conversation unless the user asks to save drafts.
  • Create remote content with action: "draft"; require explicit approval before scheduling or queueing.
  • Pause affected connected operations on authorization failure. Continue source-grounded copy or requested accountless drafts without connected accounts; omit account_ids. Publishing and account analytics require suitable connected accounts.
  • Use a native media preview when the client supports it and the user wants to review the result. Otherwise show a usable link. Refresh expired asset URLs; do not download remote media merely to bypass client display restrictions. Review bundles and other web pages remain links.

Workspace and handoff

Before connected operations, use simplified-workspace when the client/workspace/teamspace is named or uncertain. Resolve the exact numeric teamspace and carry its space_id on every related account, analytics, asset, generation, draft, tag, review, and continuation call. Re-list scoped resources after switching clients; stop on access failures rather than falling back to another space. Pass the resolved context to every delegated skill.

Workflow

  1. Read the complete source material available to the user. If only a link is provided, retrieve it with an available browsing or connector tool before writing; do not guess its contents. If retrieval, transcription, or attachment access is unavailable, state which material was actually read and request the missing text/transcript; do not imply a complete review.
  2. Build a source ledger: central thesis, useful facts, proof points, quotes that may be paraphrased, stories, objections, CTA, and prohibited or unsupported claims.
  3. Identify reusable angles such as insight, checklist, contrarian point, customer proof, behind-the-scenes detail, FAQ, short tip, and offer.
  4. Select an output sequence that matches the source depth. Prefer fewer distinct posts over padded variations.
  5. Adapt each post to the channel's audience behavior, length, hook, CTA, and media format. Do not merely shorten the same caption.
  6. Call social_getSocialMediaAccounts once when the user wants connected-channel drafts.
  7. Show the proposed set with its source angle and intended channel. If asked to save it, call social_createSocialMediaPost with action: "draft" and the required settings from ../simplified-social/references/platform-settings.md.
  8. If new supporting visuals are explicitly requested, use $generate-image with storage: "asset" and pass each returned asset_id into social media. If the user supplies a local visual, follow $simplified-social through signed upload and api_registerAsset, then reuse the returned UUID.
  9. Obtain explicit approval of the concrete final posts, accounts, timing, media, and settings before scheduling or queueing; preserve existing approval if that matrix is unchanged.

Transformation Patterns

  • Long-form article: insight post, checklist, myth-versus-fact, quote card concept, and discussion prompt.
  • Webinar or transcript: key lesson, clip concept, speaker insight, FAQ, and follow-up CTA.
  • Case study or testimonial: challenge, turning point, outcome, lesson, and proof-led offer. Preserve exact attribution requirements.
  • Product announcement: problem, benefit, differentiator, demonstration, objection response, and launch CTA.
  • Event or promotion: announce, explain value, social proof, reminder, last call, and recap.

Media and write results

Use manage-assets to find existing library media before generating copies. Resolve names/tags through exposed asset discovery, preserve pagination and scope, import accessible remote files, and require ready assets before generation or attaching media. Check byte access and HTTP PUT capability before signing a local/chat attachment upload; if unavailable, ask for a Simplified asset ID or downloadable URL. Pass permanent UUIDs into drafts. A missing required visual remains a stated production gap; do not report a media-ready post without it.

For a batch of drafts, retain each successful returned ID and report created, pending, and failed items. Continue only unfinished items; do not recreate successful drafts after a later failure. A plan or test design alone does not authorize remote writes.

Output

State what was extracted from the source, then present each channel-ready post with its angle, copy, CTA, and media suggestion. Report whether the result is copy only, saved drafts, or awaiting publishing approval.

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.