{"id":"5c793ac6-3bf9-4d8d-88ee-837ab48f9a75","shortId":"3tc2Tq","kind":"skill","title":"synthesis","tagline":"Synthesizes research notes and documents to surface cross-cutting themes, unexpected connections, and high-level insights not visible in individual pieces. Use when the user asks for an overview, thematic analysis, synthesis across notes, or to find patterns in their research col","description":"# Research Synthesis\n\nSurface cross-cutting themes and insights by synthesizing across the full collection of notes.\n\n## Workflow\n\n1. **Read all provided content** — notes, documents, wiki pages\n2. **Identify recurring themes** — concepts that appear across multiple sources\n3. **Find unexpected connections** — links between sources that aren't explicitly stated\n4. **Surface gaps** — important questions the content doesn't yet address\n5. **Synthesize insights** — produce observations that go beyond any single source\n\n## Output Format\n\n```markdown\n# 🔭 Research Synthesis\n\n## Overview\n[3–4 sentences: what this research is fundamentally about and its current state]\n\n## Core Themes\n\n### Theme 1: [Title]\n[2–3 sentences describing the theme and which sources contribute to it]\n*Sources: [list of relevant notes/docs]*\n\n### Theme 2: [Title]\n...\n\n## Unexpected Connections\n- **[Concept A] ↔ [Concept B]**: [Why this connection is interesting and what it might mean]\n- ...\n\n## Research Gaps\n- [Important question not yet addressed by any source]\n- ...\n\n## Key Insights\n1. [Cross-cutting insight that requires reading multiple sources together]\n2. ...\n```\n\n## Quality criteria\n\n- Insights must require **multiple sources** — don't just summarize individual documents\n- Connections should be **non-obvious** — don't flag things already explicitly linked\n- Gaps should be **specific** — not \"more research needed\" but \"no source addresses X\"","tags":["synthesis","archora","skills","richard-kim-79","academic","agent-skills","claude","hypothesis","peer-review","research","science"],"capabilities":["skill","source-richard-kim-79","skill-synthesis","topic-academic","topic-agent-skills","topic-claude","topic-hypothesis","topic-peer-review","topic-research","topic-science"],"categories":["archora-skills"],"synonyms":[],"warnings":[],"endpointUrl":"https://skills.sh/richard-kim-79/archora-skills/synthesis","protocol":"skill","transport":"skills-sh","auth":{"type":"none","details":{"cli":"npx skills add richard-kim-79/archora-skills","source_repo":"https://github.com/richard-kim-79/archora-skills","install_from":"skills.sh"}},"qualityScore":"0.468","qualityRationale":"deterministic score 0.47 from registry signals: · indexed on github topic:agent-skills · 37 github stars · SKILL.md body (1,438 chars)","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"deterministic:skill-github:v1","enrichmentVersion":1,"enrichedAt":"2026-05-18T18:58:32.713Z","embedding":null,"createdAt":"2026-05-15T13:05:45.277Z","updatedAt":"2026-05-18T18:58:32.713Z","lastSeenAt":"2026-05-18T18:58:32.713Z","tsv":"'1':64,139,189 '2':73,141,159,200 '3':83,123,142 '4':95,124 '5':106 'across':36,57,80 'address':105,183,238 'alreadi':224 'analysi':34 'appear':79 'aren':91 'ask':29 'b':166 'beyond':113 'col':45 'collect':60 'concept':77,163,165 'connect':14,86,162,169,214 'content':68,101 'contribut':150 'core':136 'criteria':202 'cross':10,50,191 'cross-cut':9,49,190 'current':134 'cut':11,51,192 'describ':144 'document':6,70,213 'doesn':102 'explicit':93,225 'find':40,84 'flag':222 'format':118 'full':59 'fundament':130 'gap':97,178,227 'go':112 'high':17 'high-level':16 'identifi':74 'import':98,179 'individu':23,212 'insight':19,54,108,188,193,203 'interest':171 'key':187 'level':18 'link':87,226 'list':154 'markdown':119 'mean':176 'might':175 'multipl':81,197,206 'must':204 'need':234 'non':218 'non-obvi':217 'note':4,37,62,69 'notes/docs':157 'observ':110 'obvious':219 'output':117 'overview':32,122 'page':72 'pattern':41 'piec':24 'produc':109 'provid':67 'qualiti':201 'question':99,180 'read':65,196 'recur':75 'relev':156 'requir':195,205 'research':3,44,46,120,128,177,233 'sentenc':125,143 'singl':115 'skill' 'skill-synthesis' 'sourc':82,89,116,149,153,186,198,207,237 'source-richard-kim-79' 'specif':230 'state':94,135 'summar':211 'surfac':8,48,96 'synthes':2,56,107 'synthesi':1,35,47,121 'themat':33 'theme':12,52,76,137,138,146,158 'thing':223 'titl':140,160 'togeth':199 'topic-academic' 'topic-agent-skills' 'topic-claude' 'topic-hypothesis' 'topic-peer-review' 'topic-research' 'topic-science' 'unexpect':13,85,161 'use':25 'user':28 'visibl':21 'wiki':71 'workflow':63 'x':239 'yet':104,182","prices":[{"id":"1f0c35bf-482e-4209-b24a-4528f2b6adc0","listingId":"5c793ac6-3bf9-4d8d-88ee-837ab48f9a75","amountUsd":"0","unit":"free","nativeCurrency":null,"nativeAmount":null,"chain":null,"payTo":null,"paymentMethod":"skill-free","isPrimary":true,"details":{"org":"richard-kim-79","category":"archora-skills","install_from":"skills.sh"},"createdAt":"2026-05-15T13:05:45.277Z"}],"sources":[{"listingId":"5c793ac6-3bf9-4d8d-88ee-837ab48f9a75","source":"github","sourceId":"richard-kim-79/archora-skills/synthesis","sourceUrl":"https://github.com/richard-kim-79/archora-skills/tree/main/skills/synthesis","isPrimary":false,"firstSeenAt":"2026-05-15T13:05:45.277Z","lastSeenAt":"2026-05-18T18:58:32.713Z"}],"details":{"listingId":"5c793ac6-3bf9-4d8d-88ee-837ab48f9a75","quickStartSnippet":null,"exampleRequest":null,"exampleResponse":null,"schema":null,"openapiUrl":null,"agentsTxtUrl":null,"citations":[],"useCases":[],"bestFor":[],"notFor":[],"kindDetails":{"org":"richard-kim-79","slug":"synthesis","github":{"repo":"richard-kim-79/archora-skills","stars":37,"topics":["academic","agent-skills","claude","hypothesis","peer-review","research","science"],"license":null,"html_url":"https://github.com/richard-kim-79/archora-skills","pushed_at":"2026-05-15T06:05:22Z","description":"Academic research agent skills for Claude Code and other Agent Skills-compatible tools. 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