Ranked Content Angles from Raw Sources
Turn raw threads, social posts, news, and blogs into ranked content angles with hooks and traceable evidence.
Before & after
Same prompt, same agent — the only difference is the skill.
I can look at this data and help you identify some potential content directions. There are probably a few angles in here that could work well for content. Let me think about what might resonate with your audience. You might have different angles depending on which platform you're targeting. Some of these could be good for social media, others might work better for longer-form content. Would you like me to just list out some possibilities, or are you looking for something more specific?
RANKED CONTENT ANGLES Angle 1: Ranked (Highest Viral Potential) Hook: "This one weird trick cut my development time in half" Format: Short-form video (30-45 sec) Platforms: TikTok, YouTube Shorts Reason: Thread's top comment has 470 upvotes, suggests strong resonance Angle 2: Ranked #2 Hook: "Engineers are doing this wrong (and losing 10 hours/week)" Format: LinkedIn carousel or blog Platforms: LinkedIn, Twitter Reason: Professional audience focus, high engagement ratio Angle 3: Ranked #3 Hook: "The unexpected reason most projects fail" Format: Long-form blog post or podcast episode Platforms: Newsletter, Medium Reason: Controversial take, invites debate ANGLE DETAILS Searchable keywords: "development speed", "workflow efficiency" Competing posts: 3 similar angles posted in last 14 days Timing: Post during EST morning hours (6-9am) Call-to-action: Link to free guide or tool download SKIP THESE ANGLES Too similar to existing trend (3 posts this month) Niche too small for your audience (under 5K search volume)
About this skill
Your research dump has hundreds of comments, but you still do not know what to post. Turn scattered complaints, disagreements, workarounds, and surprising details into a ranked shortlist of content angles, each with a usable hook and the source evidence behind it.
What it does
- Separates actual content angles from broad themes and article summaries.
- Finds repeated friction, unexpected behavior, competing beliefs, and useful exceptions.
- Groups duplicate ideas and distinguishes repeated reposts from separate supporting accounts.
- Ranks candidates by audience relevance, novelty within the material, evidence strength, and hook readiness.
- Writes hooks that preserve the source's scope instead of turning anecdotes into sweeping claims.
- Attaches source snippets and flags what needs verification before publishing.
What you get
A ranked angle shortlist with one-sentence hooks, supporting excerpts, source locators, and a concrete direction for developing each post. You also get a brief explanation of why the leading angle deserves attention and which tempting claims the material cannot support.
Best for
Creators, social media managers, newsletter writers, and content strategists turning Reddit threads, social posts, news articles, blog comments, or automated research dumps into their next posts.
SKILL.md preview
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name: ranked-content-angles-from-raw-sources
description: Extract and rank publishable content angles from raw threads, social posts, news, interviews, reports, and blogs using evidence-linked clustering, duplicate control, and a relevance-novelty-evidence-hook rubric. Use when the user says "mine this for content angles", "what should I post from these threads?", "my research dumps keep turning into summaries", "find hooks in these comments", "which of these sources has the strongest angle?", "these ideas all sound the same", or "rank the content opportunities here".
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# Ranked Content Angles from Raw Sources
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