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A private workspace for AI work that should survive the session, with a public library for learning the patterns behind it.

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Public library

Find a reusable starting point.

Search by the job you need to do, then inspect the reasoning, setup, output contract, and failure modes before you use it.

Search the public library

12 shown

By job

By type

01Agents/ResourceAgent Blueprint: Client Onboarding WorkflowA client-onboarding blueprint for turning a signed deal into kick-off tasks, intake collection, internal handoff, and a cleaner first-week experience.->02Agents/ResourceAgent Blueprint: Content Brief Generator from SERP and ICP InputsA content-brief workflow for combining SERP notes, ICP context, and commercial goals into stronger writing briefs before drafting starts.->03Agents/ResourceAgent Blueprint: CRM Update from Call TranscriptA CRM update workflow for turning sales or discovery call transcripts into structured field updates, notes, and follow-up tasks.->04Agents/ResourceAgent Blueprint: Internal Knowledge Base Answering WorkflowA knowledge-answering blueprint for retrieving internal docs, drafting grounded answers, and escalating low-confidence responses instead of bluffing.->05Agents/ResourceAgent Blueprint: Lead Enrichment and Personalised OutreachA lead-enrichment agent blueprint for researching prospects, scoring confidence, and drafting personalised outreach without faking relevance.->06Agents/ResourceAgent Blueprint: Proposal Assembly WorkflowA proposal-assembly workflow for combining deal context, scoped deliverables, pricing, and proof into a cleaner first draft.->07Agents/ResourceAgent Blueprint: Support Ticket Classification and Draft ReplyA support agent blueprint for classifying tickets, retrieving approved context, and drafting safer replies before human review.->08Agents/ResourceAgent Blueprint: Weekly Competitor Monitoring WorkflowA recurring monitoring workflow for turning competitor updates into concise weekly intelligence instead of unfiltered alert noise.->09Prompts/ResourceFew-Shot Framework: Objection Handling RepliesA few-shot reply framework for handling objections without sounding defensive, robotic, or aggressively salesy.->10Frameworks/ResourceFramework: AI Workflow Failure Mode AuditA practical audit framework for diagnosing where AI workflows fail across context, tools, review, source quality, and operational design.->11Frameworks/ResourceFramework: Human-in-the-Loop Review DesignA framework for deciding where human review should sit in an AI workflow, what must be checked, and what can safely move faster.->12Frameworks/ResourceFramework: Model Selection Decision TreeA decision tree for choosing the right model based on task shape, risk, latency, budget, and required structure rather than hype.->

01Library map

Choose the kind of working material you need.

The categories reflect what the resource can become inside a workspace.

PromptsWorking patternsPrompt systems with the reasoning left in.14 items ->SkillsReusable operatorsCapability packs that can become operators.12 items ->AgentsMulti-step playbooksBlueprints for multi-step AI work.9 items ->FrameworksKnowledge and rubricsChecklists, matrices, rubrics, and planning tools.8 items ->

02Curated paths

Start with a complete job, not a content type.

Each path combines a practical resource with the judgment needed to use it well.

01Prompt + reviewAudit a landing pageDiagnose clarity, proof, conversion, and CTA friction before rewriting.->02Prompt chainTurn research into a decisionMove from raw notes to a point-of-view memo with caveats intact.->03FrameworkDesign a human review loopDecide where review belongs and what evidence a reviewer needs.->04Decision checklistDecide whether you need an agentSeparate work that needs orchestration from work a prompt can handle.->

03Guides

Learn the judgment behind the method.

Browse all guides ->

5 min readPrompt Testing: How to Know If Your Prompt Is GoodA practical guide to prompt evaluation that goes beyond vibes and looks at repeatability, failure cases, and revision discipline.->5 min readHow to Build an AI Agent That Actually WorksA grounded guide to agent design that starts with workflow clarity, not with a framework logo and wishful thinking.->

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