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/research-synthesis

Synthesize multiple sources — articles, reports, notes, transcripts — into one structured brief with themes, agreements, contradictions, and gaps. Use when the user says "synthesize this research", "combine these sources", "what do these articles agree on", or has a folder of

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claude-code-recipes
3766 skills
Install
$ npx -y skills add sgharlow/claude-code-recipes --skill research-synthesis --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/research-synthesis

Context preview

The summary Claude sees to decide when to auto-load this skill.

Synthesize multiple sources — articles, reports, notes, transcripts — into one structured brief with themes, agreements, contradictions, and gaps. Use when the user says "synthesize this research", "combine these sources", "what do these articles agree on", or has a folder of

SKILL.md

research-synthesis.SKILL.md
name: research-synthesis
description: Synthesize multiple sources — articles, reports, notes, transcripts — into one structured brief with themes, agreements, contradictions, and gaps. Use when the user says "synthesize this research", "combine these sources", "what do these articles agree on", or has a folder of collected material and needs one coherent picture.

Research Synthesis

Merge a pile of sources into a single brief that shows where the sources agree, where they conflict, and what none of them answer. Synthesis is cross-source structure — not a stack of per-source summaries.

Steps

1. Inventory the sources: list every file or link the user provides with a one-line description and its type (primary data, reporting, opinion, marketing). Confirm the research question the synthesis must answer — without one, ask before reading further. 2. Read each source, capturing per source: its main claims, the evidence offered, its date, and any obvious bias or interest. 3. Build the synthesis across sources:

  • **Themes** — 3–6 recurring threads, each citing which sources support it.
  • **Consensus** — claims multiple independent sources agree on (note when "agreement"

is really one origin quoted many times).

  • **Contradictions** — where sources conflict, shown side by side with each side's

evidence; do not silently resolve a conflict by picking a winner.

  • **Gaps** — what the research question needs that no source answers.
  • **Bottom line** — 3–5 sentences answering the research question, at the confidence

the evidence actually supports. 4. Verify: every claim in the brief carries a source attribution; any claim traceable to only one source is marked `single-source`. If two sources' dates differ by years, flag which may be stale rather than averaging them.

Constraints

  • Never pad thin evidence into a confident conclusion — "the sources don't establish this"

is a valid and often the correct bottom line.

  • Keep the brief under two pages; the per-source inventory goes in an appendix, not the body.

Full walkthrough, examples, and variations: `recipes/Recipe-007-Research-Synthesis.md`.

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