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New client intake agent
Pre-first-session workflow: takes a client's intake form, returns clinician summary + flags + first-session focus + welcome email + Medicare/insurance check.
Intake form summariser
Paste a client's intake form responses → get a 1-paragraph summary with key points, flags and a suggested first-session focus.
Write a 'short version' of a long doc
Compresses a long document into the shortest version that still earns the reader's attention.
Build a Zettelkasten note
Drafts a single Zettelkasten-style atomic note from a source idea.
Write a literature critique
Drafts a literature critique that engages with a published piece on its merits.
Write a fact-check protocol
Drafts a fact-check protocol for journalism, research, or marketing content.
Build an annotated bibliography
Drafts an annotated bibliography with summary and critical note for each source.
Steel-man an argument I disagree with
Constructs the strongest possible version of an argument the user disagrees with.
Compare 3 articles on the same topic
Synthesises 3 articles on a topic, identifying agreements, disagreements, and gaps.
Synthesise interview transcripts
Synthesises multiple interview transcripts into themes, quotes, and recommendations.
Write a research brief
Drafts a brief for a research project covering question, method, and deliverables.
Identify themes in qualitative data
Conducts thematic analysis on qualitative data and outputs themes with supporting quotes.
Build an executive summary of a long doc
Drafts a one-page executive summary of a long document for a busy decision-maker.
Summarise a podcast episode
Summarises a podcast episode with key takeaways, timestamps, and quotable moments.
Synthesise customer feedback
Synthesises customer feedback (reviews, surveys, interviews) into themes and recommendations.
Build an industry briefing
Drafts an industry briefing covering structure, players, dynamics, and trends.
Build a literature review
Drafts a structured literature review on a topic for an essay, paper, or business case.
Summarise an article in 3 levels
Summarises an article at 3 levels of detail — one tweet, one paragraph, one page.
Convert meeting notes to actions
Converts raw meeting notes into a clear action list with owners and deadlines.
Build a topic primer
Drafts a topic primer that gives a non-expert enough context to participate in a conversation.
Write a 'what we know vs don't know' brief
Drafts a brief that clearly separates what's known from what's still speculation on a topic.
Convert raw notes to summary
Converts messy raw notes into a clean summary with key points and actions.
Find logical fallacies
Identifies common logical fallacies in an argument with examples from the text.
Extract key arguments from a long piece
Pulls the central argument and supporting points from a long article or essay.
Write a one-sentence summary
Distils a long piece into a single, faithful sentence under 25 words.
Find logical gaps in an argument
Critiques an argument for logical gaps, weak evidence, and missing counter-arguments.
Convert a doc into bullets
Converts a dense document into structured bullet points without losing key ideas.
Write a TLDR
Drafts a TLDR summary at the top of a long piece so readers can decide whether to keep reading.
Workflow: '5 customer calls per week' system
Sets up the discipline of 5 customer calls per week + the synthesis routine.
Workflow: weekly research sprint coordinator
Coordinates a weekly research sprint — what to learn, who to talk to, what to ship.
Workflow: customer interview research → product backlog
Translates customer interview themes into prioritised product backlog items.
Workflow: customer interview scheduling automator
Automates the recruit + schedule + reminder workflow for customer interviews.
Workflow: weekly customer interview synthesis
Synthesises the week's customer interviews into a single team-facing insights post.
Workflow: 'voice of customer' weekly synthesis
Synthesises the week's voice-of-customer signals into a single internal Slack post.
Workflow: customer interview transcription + tagging
Processes customer interview recordings into searchable, tagged repository entries.
Workflow: customer feedback synthesiser
Synthesises customer feedback from multiple sources into themes, insights, and recommended actions.
Build a 'research-ready' product team
Builds a product team's capability to do their own lightweight research.
Build a 'research presentation in 10 slides'
Builds the 10-slide research presentation that earns decisions, not just nods.
Build a 'research playbook' for solo founders
Drafts a lightweight research playbook for solo founders without research budget.
Build a 'research op book' for a small team
Drafts a lightweight research operations book for a small team without dedicated researcher.
Build a 'research culture audit'
Audits a company's research culture across processes, behaviours, and impact.
Build a 'research as risk reduction' framing
Reframes research as risk reduction to leadership — the language that resonates.
Build a 'research stakeholder map'
Maps research stakeholders to engage them at the right depth.
Build a 'quick research request' triage
Triages quick ad-hoc research questions to give fast answers without ceremony.
Build a 'how to be useful in customer interviews' guide for non-researchers
Trains non-researchers (PMs, founders, designers) to run useful customer interviews.
Build a 'researcher's first 90 days' plan
Plans the first 90 days for a new researcher joining a company.
Build a 'research output sharing' rhythm
Designs the rhythm of how research findings flow through the company.
Build a 'what counts as evidence' framework
Defines a strength-of-evidence ladder for research findings.
Build a 'how to be a great research participant'
Drafts a guide for being a research participant — getting more out of the experience for both sides.
Build a research insights newsletter
Drafts a weekly research insights newsletter for the team.
Build a 'how to brief AI for research synthesis' template
Drafts a template for briefing AI to help synthesise research data without losing nuance.
Build a 'how to brief a research agency' template
Drafts a brief for an external research agency that gets the right output without scope creep.
Build a 'researcher as facilitator' framework
Trains researchers to facilitate decisions rather than just deliver findings.
Build a research synthesis from many sources
Synthesises research findings from many sources into a single canonical view.
Build a 'researcher career ladder'
Designs a career ladder for researchers from junior to staff/principal.
Build a 'feedback loop closure' practice
Practices closing the loop with customers + team after research.
Build a 'research-as-a-service' offering
Designs a productised research offering for clients — packaged, repeatable, profitable.
Build an 'evidence-based decision' template
Drafts a template for any major decision that requires showing the evidence.
Build a 'research insights to OKRs' protocol
Translates a quarter of research insights into the org's next-quarter OKRs.
Build a 'Senior Researcher' interview kit
Drafts the interview kit for hiring a senior researcher.
Build a 'how to write a research insight' style guide
Drafts a style guide for writing research insights so they're clear, specific, and actionable.
Build a 'red team' for a hypothesis
Red-teams a hypothesis or strategy by attacking the assumptions before commitment.
Build a 'survey vs interview' decision framework
Decides between survey + interview research for a specific question.
Build a 'how to keep research participants happy' guide
Provides a guide for keeping research participants engaged + willing to come back.
Build a 'sales call recording analysis'
Analyses a corpus of sales call recordings to surface buyer signals + objection patterns.
Build a 'support ticket research' analysis
Mines a support ticket corpus for product + content insights.
Build a 'post-launch learning' framework
Plans the research to run after a launch to learn what to refine.
Build a 'session replay analysis'
Analyses session replays to surface UX issues users won't report.
Build a 'review mining' analysis
Mines public app + product reviews to extract insights for product + competitive use.
Build a 'cancellation reason coding' system
Designs a system for coding + analysing cancellation reasons over time.
Build a 'vibe check' research method
Designs a fast-and-cheap weekly 'vibe check' to capture customer sentiment without full research.
Build a 'pre-launch research check'
Provides a checklist of research to run before launching a major product or campaign.
Build a 'churned customer interview'
Designs an interview script for customers who recently cancelled — get the real why.
Build a 'why didn't you buy' interview
Designs an interview script for prospects who didn't convert — what stopped them.
Build a 'customer interview to insight' workflow
Streamlines the workflow from raw interview to shippable insight.
Build a 'research repository entry per study' template
Drafts a template for a single study entry in a research repository.
Build a 'research as a habit' practice
Builds an individual practice of weekly research habits for any role.
Build a 'research findings sales enablement'
Translates research findings into sales enablement assets.
Build a 'before commissioning research' checklist
Provides a pre-commission checklist for any new research request.
Build a 'qualitative coding' protocol
Designs a coding protocol for qualitative data with consistency across coders.
Build an MVP research plan
Plans the minimum viable research before launching an MVP.
Build a 'what we know vs don't know' brief
Drafts an epistemic brief separating known facts from open questions on a topic.
Build a prediction registry
Sets up a prediction registry — log + track your predictions to learn from them.
Build a 'state of the field' research synthesis
Synthesises the state of a field across multiple sources for a non-expert audience.
Build a 'why was I wrong' protocol
Provides a protocol for examining a wrong prediction or belief to learn from it.
Build an annotated bibliography
Drafts an annotated bibliography with summary + critical note per source.
Build a citation in APA / Chicago / Vancouver
Generates a citation in the requested style for any source.
Build an 'is research worth it' check
Provides a check for whether a research project is worth running before commissioning.
Build a research meeting facilitation guide
Guides facilitation of a 'research findings → decision' meeting with stakeholders.
Build an industry research brief
Drafts a research brief on an industry — structure, players, dynamics, trends.
Build a 'common research mistakes' guide
Drafts a guide for non-researchers on the 10 most common research mistakes to avoid.
Build a 'fact-check' protocol
Drafts a fact-check protocol for journalism, research, or marketing content.
Build a literature search strategy
Designs a literature search strategy for a research question or topic deep dive.
Build a tech trend research brief
Drafts a research brief on an emerging tech trend with adoption signals + implications.
Build a source credibility evaluation
Evaluates the credibility of a source (article, study, expert) for use in research.
Build a critical thinking framework for analysing claims
Provides a framework for evaluating claims (in research, marketing, or media) for credibility.
Build a research summary in 3 levels
Summarises a research paper or report at 3 progressively detailed levels.
Build a research news monitoring system
Sets up a system for monitoring research + news in a specific field without drowning.
Build a competitive intelligence brief
Drafts a competitive intelligence brief on a single competitor with structured analysis.
Build a 'research-led' product decision protocol
Designs a protocol where major product decisions trace back to specific research signals.
Build a 'research vs product feedback' triage
Distinguishes research-worthy questions from feature requests that should just go to the backlog.
Build a 'thank you for participating' email
Drafts a thank-you email after a research session that strengthens the relationship.
Build a 'unmoderated usability test' design
Designs an unmoderated remote usability test that scales without losing depth.
Build a tree test for IA
Designs a tree test to validate information architecture decisions.
Build a 'research impact' tracking system
Tracks the impact of research on product + business decisions to justify investment.
Build a 'first click' test
Designs a first-click test to validate the discoverability of UI elements.
Build a research transcription + analysis workflow
Sets up a workflow for transcribing + analysing research interview recordings.
Build a 'voice of customer' Slack channel
Sets up a recurring 'voice of customer' Slack channel that keeps the team close to users.
Build a research participants panel
Sets up a recruited research panel for fast access to participants.
Build a research op cadence
Plans a quarterly research operations cadence — what runs when.
Build a 'before research' stakeholder alignment
Aligns stakeholders before kicking off research so findings get acted on.
Build a 'research roadmap' for a quarter
Plans a research roadmap for a quarter — which studies, when, and why.
Build a 'good enough' research methodology
Picks the lightest research method that answers the question with enough confidence.
Build a research consent + briefing email
Drafts the pre-session email confirming research consent + practical details.
Build a 'how to write a research email request' template
Drafts a template for emailing potential research participants for interviews or surveys.
Build a 'how to brief a research request' template
Drafts a template for non-researchers to brief a research request well.
Build a research repository entry
Drafts a single research repository entry — the canonical record of one study.
Build a 'research debrief in 5 minutes' format
Drafts a 5-minute research share format for sales kickoffs, all-hands, or standups.
Run a 'voice of the customer' synthesis
Synthesises customer signals from multiple sources into one voice-of-customer view.
Run a 'pre-mortem' research session
Runs a pre-mortem to surface what could go wrong with a research project before kickoff.
Build a 'discovery vs validation' research framework
Distinguishes discovery research (open-ended) from validation research (test a hypothesis).
Run a longitudinal customer study
Designs a longitudinal study tracking the same customers over time.
Build a research insight memo
Drafts a research insight memo — one page, one insight, one recommendation.
Run a 'jobs to be done' workshop
Designs a JTBD workshop with the team to articulate the jobs customers hire your product for.
Run a customer journey mapping workshop
Designs a customer journey mapping workshop with stakeholders.
Build a 'how to write a survey question' guide
Drafts a guide for writing survey questions that don't bias the responses.
Build a 'how to read a research report' guide
Provides a guide for stakeholders on how to read a research report critically.
Build a steel-manning protocol
Provides a protocol for steel-manning an argument before critiquing it.
Build a research insights tag system
Designs a tagging system for research insights so they're discoverable across studies.
Build research personas from data
Synthesises research data into 3–4 personas with goals, pains, and behavioural patterns.
Run a card sort study
Designs an open or closed card sort study for IA decisions.
Build a survey analysis report
Drafts a survey analysis report covering methodology, findings, and recommendations.
Build a research repository
Designs a research repository structure that makes findings discoverable + actionable.
Convert research insights to recommendations
Converts a research insight into a prioritised recommendation that ships.
Build a continuous research practice
Sets up a continuous research practice — weekly customer touchpoints rather than one-off studies.
Build a market research methodology
Designs a market research methodology that mixes qual and quant for a strategic question.
Run a usability test session
Drafts a usability test script that surfaces real friction without leading participants.
Design a diary study
Plans a diary study where participants log behaviour over time.
Analyse open-text survey responses
Codes and themes open-ended survey responses into actionable insights.
Run conjoint analysis
Designs a conjoint analysis study to measure feature trade-offs.
Build a research presentation
Designs a research findings presentation that drives decisions, not just informs.
Run a stakeholder research debrief
Plans a stakeholder debrief that brings findings to life and earns commitment.
Design a customer interview script (general)
Drafts a 60-min general customer interview script for discovery research.
Design a survey
Designs a survey with the right questions, scales, and length for the research goal.
Design an ethnographic field study
Plans an ethnographic field study where you observe people in their real context.
Design a focus group
Plans a focus group with structure, recruiting, and moderation.
Run a heuristic evaluation
Performs a Nielsen 10-heuristic evaluation of an interface with severity ratings.
Run a price sensitivity study (Van Westendorp)
Designs a Van Westendorp price sensitivity meter study with the 4 questions and analysis.
Run a JTBD switch interview
Drafts a switch interview script that surfaces the actual trigger for buying a new product.
Recruit research participants
Designs the recruit screener and outreach for finding the right research participants.
Write a 'state of the industry' report outline
Outlines a thought-leadership state-of-the-industry report that drives PR and lead-gen.
Write a 30-day audience research plan
Plans a structured 30-day audience research sprint with methods and deliverables.
Write a survey for product-market fit
Builds the Sean Ellis PMF survey plus follow-up qualitative questions to find your true believers.
Write a customer interview script
Drafts a 30-minute customer interview guide that surfaces real insights, not validation.
Write a survey to learn from churned customers
Builds a churn survey that surfaces real reasons customers leave without bias.
Your AI Researcher
A deployable AI agent that designs studies, synthesises interviews, and ships insights into product decisions. Configure once, run per study.