https://transform2ai.com/ A field journal of practical AI skills and case studies for knowledge workers. en-us © 2026 Transform2AI Fri, 05 Jun 2026 09:00:00 GMT https://transform2ai.com/posts/ai-source-of-truth-map.html https://transform2ai.com/posts/ai-source-of-truth-map.html Fri, 05 Jun 2026 09:00:00 GMT Transform2AI Skill A practical map for connected AI workflows: decide which app owns the truth, what AI may read, what it may draft, and what needs approval. https://transform2ai.com/posts/role-ai-workflow-map.html https://transform2ai.com/posts/role-ai-workflow-map.html Thu, 04 Jun 2026 09:00:00 GMT Transform2AI Skill A practical map for choosing AI workflows by role, so teams focus on repeated inputs, useful outputs, review points, and measurable adoption. https://transform2ai.com/posts/ai-adoption-evidence-scorecard.html https://transform2ai.com/posts/ai-adoption-evidence-scorecard.html Wed, 03 Jun 2026 09:00:00 GMT Transform2AI Skill A practical scorecard for proving whether AI is improving a workflow, not just increasing tool usage or creating faster first drafts. https://transform2ai.com/posts/tiny-ai-tool-brief.html https://transform2ai.com/posts/tiny-ai-tool-brief.html Tue, 02 Jun 2026 09:00:00 GMT Transform2AI Skill A practical brief for asking an AI coding agent to build a small internal tool, spreadsheet helper, data cleanup script, or workflow automation. https://transform2ai.com/posts/conversation-to-deliverable-checkpoint.html https://transform2ai.com/posts/conversation-to-deliverable-checkpoint.html Mon, 01 Jun 2026 09:00:00 GMT Transform2AI Skill A practical checkpoint for reviewing AI-generated plans, tickets, documents, and follow-ups before the team acts on them. https://transform2ai.com/posts/agent-tool-call-ledger.html https://transform2ai.com/posts/agent-tool-call-ledger.html Sun, 31 May 2026 09:00:00 GMT Transform2AI Skill A practical habit for reviewing what an AI agent is about to read, click, write, send, or change before it touches real tools. https://transform2ai.com/posts/agent-publish-checklist.html https://transform2ai.com/posts/agent-publish-checklist.html Sat, 30 May 2026 09:00:00 GMT Transform2AI Skill A practical checklist for deciding whether an AI agent is ready to share with a team, schedule, or connect to real business systems. https://transform2ai.com/posts/weekly-ai-skill-retro.html https://transform2ai.com/posts/weekly-ai-skill-retro.html Fri, 29 May 2026 09:00:00 GMT Transform2AI Skill A practical 20-minute review for turning casual AI use into stronger workflows, better prompts, and one concrete skill improvement each week. https://transform2ai.com/posts/ai-recommendation-stress-test.html https://transform2ai.com/posts/ai-recommendation-stress-test.html Thu, 28 May 2026 09:00:00 GMT Transform2AI Skill A practical prompt pattern for checking AI recommendations before spending money, changing plans, or acting on a suggested product, tool, or decision. https://transform2ai.com/posts/ai-model-routing-ladder.html https://transform2ai.com/posts/ai-model-routing-ladder.html Wed, 27 May 2026 09:00:00 GMT Transform2AI Skill A practical decision ladder for choosing fast, thinking, or expert AI modes based on task risk, ambiguity, and consequence. https://transform2ai.com/posts/ai-connector-access-audit.html https://transform2ai.com/posts/ai-connector-access-audit.html Tue, 26 May 2026 09:00:00 GMT Transform2AI Skill A practical checklist for reviewing which apps, files, inboxes, calendars, and business systems an AI assistant can access. https://transform2ai.com/posts/ai-definition-of-done.html https://transform2ai.com/posts/ai-definition-of-done.html Mon, 25 May 2026 09:00:00 GMT Transform2AI Skill A practical prompt pattern for giving AI assistants a goal, success criteria, non-goals, evidence, and final review report before starting long tasks. https://transform2ai.com/posts/untrusted-content-check.html https://transform2ai.com/posts/untrusted-content-check.html Sun, 24 May 2026 09:00:00 GMT Transform2AI Skill A practical checklist for using AI agents safely when they read webpages, emails, documents, reviews, tickets, or other outside content. https://transform2ai.com/posts/ai-research-plan-review.html https://transform2ai.com/posts/ai-research-plan-review.html Sat, 23 May 2026 09:00:00 GMT Transform2AI Skill A practical review pattern for guiding AI research agents before they gather sources, write reports, or make recommendations. https://transform2ai.com/posts/meeting-decision-log.html https://transform2ai.com/posts/meeting-decision-log.html Fri, 22 May 2026 09:00:00 GMT Transform2AI Skill A practical prompt pattern for turning AI meeting transcripts into decisions, owners, risks, and follow-ups without trusting a vague summary. https://transform2ai.com/posts/recurring-ai-task-brief.html https://transform2ai.com/posts/recurring-ai-task-brief.html Thu, 21 May 2026 09:00:00 GMT Transform2AI Skill A practical template for turning a repeated AI prompt into a reliable routine with cadence, inputs, output shape, and review rules. https://transform2ai.com/posts/ai-action-checkpoint.html https://transform2ai.com/posts/ai-action-checkpoint.html Wed, 20 May 2026 09:00:00 GMT Transform2AI Skill A practical review pattern for deciding when an AI assistant or agent may draft, click, update, send, or stop for approval. https://transform2ai.com/posts/ai-agent-work-order.html https://transform2ai.com/posts/ai-agent-work-order.html Tue, 19 May 2026 09:00:00 GMT Transform2AI Skill A practical template for delegating a small technical or operational task to an AI agent with scope, checks, and stop conditions. https://transform2ai.com/posts/ai-handoff-note.html https://transform2ai.com/posts/ai-handoff-note.html Mon, 18 May 2026 09:00:00 GMT Transform2AI Skill A practical AI workflow habit for keeping long-running projects coherent across chats, tools, decisions, and follow-up sessions. https://transform2ai.com/posts/source-first-connected-ai.html https://transform2ai.com/posts/source-first-connected-ai.html Sun, 17 May 2026 09:00:00 GMT Transform2AI Skill A practical prompt pattern for using connected AI apps with internal files, browser context, and business tools while keeping evidence visible. https://transform2ai.com/posts/ai-workflow-brief.html https://transform2ai.com/posts/ai-workflow-brief.html Sat, 16 May 2026 09:00:00 GMT Transform2AI Skill A practical AI skill for teams: write a short workflow brief before turning a task into an AI-assisted or agentic workflow. https://transform2ai.com/posts/approval-first-agent-workflow.html https://transform2ai.com/posts/approval-first-agent-workflow.html Fri, 15 May 2026 10:00:00 GMT Transform2AI Skill A practical workflow for turning agentic AI news into a safe, repeatable habit: map the task, set approval gates, and review the first run. https://transform2ai.com/posts/stakeholder-update-prompt.html https://transform2ai.com/posts/stakeholder-update-prompt.html Thu, 14 May 2026 10:00:00 GMT Transform2AI Skill A copy-pasteable prompt that turns your week's bullet points into a concise, audience-calibrated update — without writing a word of it from scratch. https://transform2ai.com/posts/inbox-triage-with-claude.html https://transform2ai.com/posts/inbox-triage-with-claude.html Fri, 08 May 2026 10:00:00 GMT Transform2AI Skill A repeatable prompt and routine for letting an LLM cluster, prioritise, and draft replies — without handing it your credentials or trusting it to "just hit send." https://transform2ai.com/posts/research-synthesis-case-study.html https://transform2ai.com/posts/research-synthesis-case-study.html Sat, 02 May 2026 10:00:00 GMT Transform2AI Case study The actual tools, prompts, and review steps Mei used to turn 40 user interviews per quarter into a tight insight doc — with citations and zero hallucinated quotes. https://transform2ai.com/posts/meeting-prep-ritual.html https://transform2ai.com/posts/meeting-prep-ritual.html Fri, 24 Apr 2026 10:00:00 GMT Transform2AI Skill One prompt. Three inputs. Four outputs. The single habit that buys back the most calendar pain for the lowest setup cost.