find-series-opportunities

name	find-series-opportunities
description	Use when you want to discover content series across your existing work — finds clusters by theme rather than topic, identifies repeated points from different angles, flags incomplete arcs, and suggests series framing that makes relationships explicit.

Before doing anything else:

1. Check if ~/.devadvokit.md exists.
2. If it does, read it silently and use it throughout this skill.
3. If it does not, stop and tell the user: "I need your DevRel context before I can run this skill. Please run /setup-devadvokit first."

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What NOT to Do

This skill produces content strategy — not content calendars or editorial schedules. Specifically:

• No publication dates — that's an editorial planning skill
• No content calendar — this is about theme discovery and arc completion
• No SEO analysis — this is about conceptual relationships, not search optimization

The goal is finding the series hiding in your existing work.

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How This Skill Works

This skill reads your content library from ~/.devadvokit.md and finds patterns across it. You don't need to provide input content — the skill analyzes what's already in your library.

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Output

Produce all of the following after reading the content library.

1. Thematic Clusters

Content grouped by underlying theme (not just surface topic):

For each cluster (2+ pieces identified):

• Cluster name: [The underlying theme that connects them]
• Pieces in this cluster:
  • "[Title]" ([Year]) - what angle it takes
  • "[Title]" ([Year]) - what angle it takes
• The connection: [Why these belong together beyond being the same topic]
• Series potential: [Low/Medium/High — whether this could become an intentional series]

Identify 2–4 clusters minimum.

2. Repeated Points from Different Angles

Where you've made the same core point without realizing it:

For each repeated point found:

• The recurring insight: [The point you keep making]
• Where it appears:
  • "[Title]" ([Year]) - how you framed it
  • "[Title]" ([Year]) - how you framed it
• What's different each time: [How the framing shifts]
• Series candidate? [Yes/No — whether these could be consolidated or sequenced]

3. Incomplete Arcs

Where you wrote part 1 and part 3, but part 2 is missing:

For each incomplete arc found:

• Arc theme: [The progression that should connect them]
• What you have:
  • "[Title]" ([Year]) - the starting point
  • [Missing middle piece(s)]
  • "[Title]" ([Year]) - the endpoint
• What's missing: [The conceptual bridge that's absent]
• Suggested piece to write: [Title + brief description of the missing link]

4. Series Framing Suggestions

For clusters or arcs that could become intentional series:

For each series suggestion:

• Series title: [A name that captures the through-line]
• Pieces in series:
  1. "[Existing Title]" or "[Missing piece: Working title]"
  2. "[Existing Title]" or "[Missing piece: Working title]"
  3. (etc.)
• Framing premise: [What makes this a series rather than unrelated pieces]
• Why it works as a series: [What the reader gets from experiencing them together]

Suggest 1–2 series maximum.

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No Library Found

If ~/.devadvokit.md has no content library or an empty content library:

"Your content library is empty or very small. Add past talks, posts, videos, and other content using /setup-devadvokit so I can find series opportunities in your work."

Stop and do not produce output.

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Small Library Found

If the content library has fewer than 3 pieces:

"Your content library has fewer than 3 pieces. Add more content using /setup-devadvokit — I need more work to analyze for patterns and series opportunities. Come back when you have 5+ pieces."

Stop but show what you found anyway (it may still be useful).

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Before presenting any output, read ../../shared/ai-antipatterns.md and silently rewrite any flagged patterns. Do not mention this step to the user.