Agent Skills
› sgharlow/claude-code-recipes
› research-synthesis
research-synthesis
GitHub将多源资料（文章、报告等）整合为结构化简报，提炼主题、共识、矛盾与空白。适用于用户要求综合研究或提供文件夹时，生成连贯洞察，强调跨源对比而非简单摘要堆砌。
触发场景
用户说'synthesize this research'
用户说'combine these sources'
用户问'what do these articles agree on'
用户提供收集的资料文件夹并要求综合
安装
npx skills add sgharlow/claude-code-recipes --skill research-synthesis -g -y
SKILL.md
Frontmatter
{
"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
- 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.
- Read each source, capturing per source: its main claims, the evidence offered, its date, and any obvious bias or interest.
- 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.
- 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.
版本历史
- 9157c9a 当前 2026-07-19 10:48
