user-research-synthesisUse this skill when a UX researcher or product team has raw qualitative data — transcripts, usability notes, survey responses, or diary entries — and needs a...
Install via ClawdBot CLI:
clawdbot install archlab-space/user-research-synthesisGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Oct 8, 2026
A product team runs 12 user interviews to understand why customers abandon the checkout flow. The researcher pastes raw transcripts into the skill, which extracts observations, clusters them into themes like 'unexpected fees' and 'distrust of payment page,' and produces an evidence-backed insights report prioritized by frequency and severity.
A UX team conducts a moderated usability test with 8 participants on a new money-transfer feature. The skill routes the analysis toward task success/failure, friction points, and error patterns, then converts findings into Critical and Important insights with linked recommendations for the design team.
An HR/People Ops researcher collects two weeks of diary entries from 15 new hires. The skill focuses on behavioral patterns over time, context of use, and emotional arc, surfacing themes about first-week overwhelm and tool confusion, then generating an executive summary for leadership.
A consulting firm gathers 200 open-ended survey responses from enterprise clients about a recently launched service. The skill analyzes frequency of responses, open-ended themes, segment differences, and sentiment patterns, producing a synthesis report the firm can deliver as a client-facing deliverable.
A health-tech company runs focus groups with patients to evaluate a new telehealth intake process. The skill tracks group consensus, dissenting views, shared language, and social dynamics, then formulates prioritized insights and recommendations while respecting anonymization of participant identities.
The skill is offered as a built-in synthesis assistant inside tools like Dovetail, UserZoom, or Maze. Researchers upload transcripts and receive structured reports without leaving the platform.
Independent UX researchers and agencies use the skill to dramatically reduce synthesis turnaround time, allowing them to take on more client projects or offer faster delivery as a premium service.
Large product organizations deploy the skill internally as part of their research operations toolkit, standardizing how insights are documented and shared across product, design, and engineering teams.
💬 Integration Tip
Pipe raw transcripts from research repositories (Dovetail, Notion) directly into the skill and push the generated report back to the same workspace so insights stay traceable to source data; for long datasets, process in sections as the skill instructs to avoid context loss.
Scored Oct 8, 2026
Manage a personal knowledge base by adding, searching, organizing, and reviewing articles, links, and notes with tags and natural language queries.
Generate a daily work report by automatically discovering all git repositories the user worked on, collecting commit logs across all branches, and summarizin...
日记引导助手。每日写作引导、感恩日记、反思日记、晨间日记、晚间总结、周总结模板。Journal prompts for daily writing, gratitude, reflection, morning pages, evening review, weekly summary. 日记、写作、反思、感恩。
Use when maintaining RDR2 (Red Dead Redemption 2) playthrough notes — logging an acquisition ("acquired X", "got N gold bars", "finished X"), answering in-game location/crafting questions, or reviewing the notes for duplicate or stale info. Triggers on RDR2, Red Dead Redemption, playthrough, legendary animal, talisman, trinket, valerian root, gold bar, horse, weapon, berry.
Use when a sales rep already has a customer who has expressed some need (from outreach follow-up, account-landing research, customer-initiated contact, or meeting notes) and needs to structurally validate whether that need is real, urgent, whose pain it actually is, and whether it matches the team's capability — before pushing to ROI proofing or buying-intent assessment. Triggers: '验证一下这个需求是不是真的', '需求真不真', '客户说痛但我不确定', '这个客户值不值得跟', '客户说会考虑但是真的吗', '谁拍板', '现有方案是什么', '切换成本', 'need validation', 'pain point validation', 'is this a real need', 'verify customer need'. Do NOT use for: scoring leads at line-item level, building target-customer profiles, calculating ROI, overall buying-intent scoring, opportunity-stage assessment, or writing outreach/cold messages.
Microsoft OneNote integration. Manage Notebooks. Use when the user wants to interact with Microsoft OneNote data.