[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"summary-8320d7d0b8bb56c0-chrome-skills-reuse-ai-prompts-as-one-click-tools-summary":3,"summaries-facets-categories":79,"summary-related-8320d7d0b8bb56c0-chrome-skills-reuse-ai-prompts-as-one-click-tools-summary":3665},{"id":4,"title":5,"ai":6,"body":13,"categories":49,"created_at":50,"date_modified":50,"description":43,"extension":51,"faq":50,"featured":52,"kicker_label":50,"meta":53,"navigation":60,"path":61,"published_at":62,"question":50,"scraped_at":63,"seo":64,"sitemap":65,"source_id":66,"source_name":67,"source_type":68,"source_url":69,"stem":70,"tags":71,"thumbnail_url":50,"tldr":76,"tweet":50,"unknown_tags":77,"__hash__":78},"summaries\u002Fsummaries\u002F8320d7d0b8bb56c0-chrome-skills-reuse-ai-prompts-as-one-click-tools-summary.md","Chrome Skills: Reuse AI Prompts as One-Click Tools",{"provider":7,"model":8,"input_tokens":9,"output_tokens":10,"processing_time_ms":11,"cost_usd":12},"openrouter","x-ai\u002Fgrok-4.1-fast",4384,1187,8483,0.00144765,{"type":14,"value":15,"toc":42},"minimark",[16,21,25,28,32,35,39],[17,18,20],"h2",{"id":19},"build-reusable-ai-workflows-from-your-prompts","Build Reusable AI Workflows from Your Prompts",[22,23,24],"p",{},"Capture prompts that deliver results—like substituting ingredients to veganize a recipe—directly from Gemini chat history in Chrome and save them as Skills. Access saved Skills instantly by typing '\u002F' or clicking the '+' in Gemini; they run on the current page or selected tabs without re-entering text. Edit Skills anytime to refine prompts, enabling personalized workflows for repeated tasks such as comparing info across sites or clarifying concepts. This cuts repetition, letting you apply proven prompts to new contexts in one click.",[22,26,27],{},"Early users built Skills for diverse needs, turning ad-hoc AI queries into reliable tools that scale across browsing sessions.",[17,29,31],{"id":30},"tap-pre-built-skills-for-instant-tasks","Tap Pre-Built Skills for Instant Tasks",[22,33,34],{},"Chrome's Skills library offers ready prompts for common workflows: break down product ingredients on shopping pages, or select gifts by cross-referencing budgets and recipient interests across tabs. Preview library options, add them to your saves with one click, then customize prompts to fit your exact use case. This jumpstarts productivity without prompt crafting from scratch, focusing effort on high-value remixes rather than basics.",[17,36,38],{"id":37},"secure-cross-device-access-with-safeguards","Secure, Cross-Device Access with Safeguards",[22,40,41],{},"Skills inherit Gemini's protections: prompts require confirmation before actions like calendar adds or emails, backed by Chrome's red-teaming and auto-updates. Manage Skills via '\u002F' then compass icon; they sync across signed-in desktop devices (Mac, Windows, ChromeOS) with English-US Chrome settings. Rollout starts immediately on desktop, keeping AI assistance private and controlled while streamlining web tasks.",{"title":43,"searchDepth":44,"depth":44,"links":45},"",2,[46,47,48],{"id":19,"depth":44,"text":20},{"id":30,"depth":44,"text":31},{"id":37,"depth":44,"text":38},[],null,"md",false,{"content_references":54,"triage":55},[],{"relevance":56,"novelty":57,"quality":57,"actionability":56,"composite":58,"reasoning":59},5,4,4.55,"Category: AI Automation. The article provides a practical guide on how to create reusable AI workflows using Chrome's Skills feature, directly addressing the audience's need for actionable tools to enhance productivity. 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This directory structure lets models lean on prior artifacts like code, docs, and analysis. For organizational knowledge in Slack, Drive, or Mail, use Model Context Protocols (MCPs) in tools like Claude Code. Maintain a per-project INDEX.md with annotated URLs, owners, and summaries—what's inside and when to read—to avoid models wasting tokens scanning irrelevant links.",[22,3684,3685],{},"Onboard every session like a new hire using per-project CLAUDE.md files, which include glossaries for acronyms\u002Fcode names\u002Fteammates, suggested reading order (e.g., skim INDEX.md, then TODOS.md), and domain specifics. Split memory into ~\u002Fvault for facts\u002Fproject state and ~\u002F.claude for preferences\u002Fworkflows (with its own CLAUDE.md, skills\u002F, guides\u002F). This setup compounds: finished artifacts become context for future sessions.",[17,3687,3689],{"id":3688},"encode-taste-and-workflows-as-hierarchical-config","Encode Taste and Workflows as Hierarchical Config",[22,3691,3692],{},"Define behavioral contracts in ~\u002F.claude\u002FCLAUDE.md, loaded at every session start, specifying directness (\"push back when you disagree\"), error handling (\"investigate root cause before retrying\"), diff scoping, and teaching style (e.g., 💡 1-2 sentence explanations for new terms). Scope configs hierarchically: global preferences in ~\u002F.claude\u002FCLAUDE.md, repo conventions (linting, naming) at repo root, project details in subdirs—Claude Code walks the tree to load them dynamically.",[22,3694,3695],{},"For long CLAUDE.md files, lazy-load by listing guides (e.g., ~\u002F.claude\u002Fguides\u002Fwriting.md for docs, evals.md for reports) without @import to avoid context bloat. Convert weekly tasks into skills: Markdown files with triggers and procedures, like \u002Fpolish (checks diffs, runs evals\u002Fmetrics, inspects browser renders, or executes code). Build skills by doing the task once interactively, asking the model to codify it, correcting in-session for before\u002Fafter pairs in transcripts, then merging feedback—refining via transcripts, not direct edits, to avoid overfitting.",[22,3697,3698],{},"Use simple mode (CLAUDE_CODE_SIMPLE=1) for brainstorming to skip agentic overhead while still loading CLAUDE.md.",[17,3700,3702],{"id":3701},"verify-early-delegate-big-and-scale-parallel","Verify Early, Delegate Big, and Scale Parallel",[22,3704,3705],{},"Catch errors at write time with low-cost hooks like ruff format and ruff check --fix on edited files, before pricier tests\u002Fevals\u002FLLM reviews. Enable model self-verification: run evals and optimize metrics; inspect browser outputs via Claude in Chrome (e.g., check tooltips, labels); read errors from Docker builds or code runs and iterate. For long tasks, run pair-programming sessions in tmux panes: a primary dev session and secondary reviewer checking spec against transcripts for execution drift (tactical errors) or direction drift (strategic misinterpretation).",[22,3707,3708],{},"Delegate bigger chunks by specifying intent, constraints, and metrics upfront (e.g., \"build containers per eval suite, run n times for CIs, generate verified report, Slack results\"). Run 3-6 parallel sessions using git worktrees to avoid conflicts; observe via tmux titles (⏳\u002F🟢 emojis, haiku labels), stop-hook sounds (e.g., afplay Glass.aiff), Claude status lines, and \u002Fremote-control for quick unblocks.",[17,3710,3712],{"id":3711},"close-loops-by-mining-transcripts-and-refactoring","Close Loops by Mining Transcripts and Refactoring",[22,3714,3715],{},"Work in shared repos\u002Fdocs\u002Fchannels so context persists org-wide—test: could a new teammate replicate last week's work? Automate updates via CLAUDE.md instructions to post task summaries\u002FPR links in worklogs. Analyze transcripts (e.g., ~2,500 user turns revealed frequent \"can you also…\" or \"still wrong\") to spot missing unprompted steps, update CLAUDE.md\u002Fskills\u002Fverification. Refactor periodically: consolidate overlapping rules (one place per rule), prune stray settings.json, ensure no conflicts—critical instructions can repeat in main CLAUDE.md.",{"title":43,"searchDepth":44,"depth":44,"links":3717},[3718,3719,3720,3721],{"id":3678,"depth":44,"text":3679},{"id":3688,"depth":44,"text":3689},{"id":3701,"depth":44,"text":3702},{"id":3711,"depth":44,"text":3712},[82],{"content_references":3724,"triage":3734},[3725,3730],{"type":3726,"title":3727,"url":3728,"context":3729},"tool","Model Context Protocol (MCPs)","https:\u002F\u002Fmodelcontextprotocol.io\u002Fdocs\u002Fgetting-started\u002Fintro","mentioned",{"type":3731,"title":3732,"url":3733,"context":3729},"other","Claude Code Memory Docs","https:\u002F\u002Fcode.claude.com\u002Fdocs\u002Fen\u002Fmemory#how-claude-md-files-load",{"relevance":56,"novelty":57,"quality":57,"actionability":56,"composite":58,"reasoning":3735},"Category: AI Automation. The article provides a detailed framework for organizing AI workflows, which directly addresses the audience's need for practical applications in building AI-powered products. It offers actionable steps like creating specific directory structures and using hierarchical configurations, making it immediately applicable for developers and founders.","\u002Fsummaries\u002F34b3a6caaf456dd0-ai-workflow-context-config-verify-delegate-loop-summary","2026-05-05 16:10:02",{"title":3668,"description":43},{"loc":3736},"34b3a6caaf456dd0","Eugene Yan","https:\u002F\u002Feugeneyan.com\u002F\u002Fwriting\u002Fworking-with-ai\u002F","summaries\u002F34b3a6caaf456dd0-ai-workflow-context-config-verify-delegate-loop-summary",[72,74,73,75],"Treat AI as a collaborator: Organize context in ~\u002Fsrc and ~\u002Fvault with INDEX.md and CLAUDE.md for onboarding; encode preferences hierarchically in CLAUDE.md files and on-demand skills; verify via hooks like ruff and self-checks; delegate big tasks across 3-6 parallel sessions; mine transcripts of ~2,500 turns to update configs for compounding gains.",[75],"swxvYmIA4CLrq2YQV6bBlUmV74xq_9xikZ1tBbilF3w",{"id":3749,"title":3750,"ai":3751,"body":3756,"categories":3789,"created_at":50,"date_modified":50,"description":3790,"extension":51,"faq":50,"featured":52,"kicker_label":50,"meta":3791,"navigation":60,"path":3792,"published_at":3793,"question":50,"scraped_at":3794,"seo":3795,"sitemap":3796,"source_id":3797,"source_name":3798,"source_type":3799,"source_url":3800,"stem":3801,"tags":3802,"thumbnail_url":50,"tldr":3803,"tweet":50,"unknown_tags":3804,"__hash__":3805},"summaries\u002Fsummaries\u002F5f8fba7ec7032b57-vibe-code-mac-apps-with-superapp-claude-remotion-summary.md","Vibe Code Mac Apps with Superapp, Claude & Remotion",{"provider":7,"model":8,"input_tokens":3752,"output_tokens":3753,"processing_time_ms":3754,"cost_usd":3755},4930,1236,10891,0.00158135,{"type":14,"value":3757,"toc":3784},[3758,3762,3765,3769,3777,3781],[17,3759,3761],{"id":3760},"prompt-superapp-for-instant-swiftui-mac-app-foundations","Prompt Superapp for Instant SwiftUI Mac App Foundations",[22,3763,3764],{},"Superapp (from three.com, free with 5 daily credits per prompt) generates native MacOS apps using SwiftUI and Apple's frameworks. Switch target from iPhone to MacOS, reference designs via URL (e.g., granola.ai for serif font, green\u002Fwhite scheme), and prompt specifics like: \"Make a MacOS app to capture audio\u002Fvideo, open an editor for cutting\u002Fmoving clips on a timeline, and export—match the image reference.\" It auto-creates a Finder folder with previewable project, including pages for new recording, editor, import media, and demo clips. Capture works via camera\u002Fmic\u002Fscreen (allow in system settings), records clips, and loads them into a draggable editor view. Each prompt costs ~1 credit, yielding functional MVPs fast without manual setup—Xcode installs if needed.",[17,3766,3768],{"id":3767},"enhance-with-claude-code-for-custom-integrations","Enhance with Claude Code for Custom Integrations",[22,3770,3771,3772,3776],{},"Open Superapp's generated folder in Cursor with Claude Code extension. Claude analyzes the app (e.g., \"Mesh Studio: native MacOS video app with SwiftUI, key features like capture\u002Feditor\u002Fexport, architecture overview\"), then implements prompts like adding a text overlay widget: users input text\u002Fduration, AI generates Remotion clip for drag-drop into editor. Run terminal commands (e.g., ",[3773,3774,3775],"code",{},"npm install"," for Remotion) via Claude (screenshot prompts work too). Result: toggle generates animations (typewriter effect, slide-up) at precise timeline points, playable\u002Fexportable with quality tweaks. This bridges AI generation to production code, enabling API\u002Fskills like advanced editing.",[17,3778,3780],{"id":3779},"vibe-coding-workflow-speeds-personal-tool-building","Vibe Coding Workflow Speeds Personal Tool Building",[22,3782,3783],{},"Combine for rapid iteration: Superapp handles UI\u002Ffoundations (capture, basic editor), Claude adds logic\u002Fintegrations (Remotion overlays), export final videos. Trade-offs: tweak fonts\u002Fspeeds manually post-gen; ideal for custom tools like night-mode schedulers or YouTube editors to cut manual work. Builds shippable apps for personal use (e.g., faster video polish), evaluating AI tools critically—focus on what accelerates your workflow without hype.",{"title":43,"searchDepth":44,"depth":44,"links":3785},[3786,3787,3788],{"id":3760,"depth":44,"text":3761},{"id":3767,"depth":44,"text":3768},{"id":3779,"depth":44,"text":3780},[82],"Vibe coding for desktop apps just got a whole lot simpler. In this video, Lukas demonstrates how to use Super App to quickly build and customize a MacOS video editor with AI integrations.\n\n- Installing and setting up Super App on your Mac\n- Using website references to style your app\n- Building a MacOS video capture and editing tool from scratch\n- Integrating external tools like Remotion for advanced text overlays\n- Exporting and customizing your finished video editor\n\nTools used:\n→ Superapp (3 p's): https:\u002F\u002Fsuperappp.com\n→ Claude Code: https:\u002F\u002Fclaude.ai\u002Fcode\n→ Remotion: https:\u002F\u002Fremotion.dev\n\nIf you're building apps with AI in 2025, subscribe. New workflows every week.\n\nTimestamps:\n0:00 Intro: Vibe Coding Desktop Apps (Use Cases + Examples)\n1:10 Setting Up SuperApp + Switching to macOS App Build\n2:02 Building a Video Recorder & Editor (MVP Generation)\n3:58 Moving to Claude Code (Cursor Setup + App Analysis)\n4:36 Adding Remotion Text Overlays (AI Feature Integration)\n6:18 Final Demo + Export + Iteration Mindset\n\n🤝 Join the CREATORNTWRK:\nJoin me and lets build projects together!: https:\u002F\u002Fdiscord.com\u002Finvite\u002FvZxn6wZrDD\n\nFollow me on socials:\nX: https:\u002F\u002Fx.com\u002Flukas_margerie\nLinkedIn: https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Flukas-margerie-99196118a\u002F\n\nWhat to watch next: https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=w09l5VcN0Zo",{},"\u002Fsummaries\u002F5f8fba7ec7032b57-vibe-code-mac-apps-with-superapp-claude-remotion-summary","2026-04-01 16:04:46","2026-04-03 21:13:14",{"title":3750,"description":3790},{"loc":3792},"5f8fba7ec7032b57","Lukas Margerie","video","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=2dT-zaAgDG0","summaries\u002F5f8fba7ec7032b57-vibe-code-mac-apps-with-superapp-claude-remotion-summary",[72,73,74,75],"Prompt Superapp to generate SwiftUI Mac desktop apps like video editors, refine code in Claude, and integrate Remotion for AI-generated text overlays—build MVPs in minutes.",[75],"_IXcopfomGmhsEfiwGBm1_Tj3xH2dG6oY-8gazwEpiM",{"id":3807,"title":3808,"ai":3809,"body":3814,"categories":3918,"created_at":50,"date_modified":50,"description":43,"extension":51,"faq":50,"featured":52,"kicker_label":50,"meta":3919,"navigation":60,"path":3933,"published_at":3934,"question":50,"scraped_at":3934,"seo":3935,"sitemap":3936,"source_id":3937,"source_name":3938,"source_type":68,"source_url":3939,"stem":3940,"tags":3941,"thumbnail_url":50,"tldr":3942,"tweet":50,"unknown_tags":3943,"__hash__":3944},"summaries\u002Fsummaries\u002Fce943383d65893df-codex-prompts-automate-finance-reporting-and-model-summary.md","Codex Prompts Automate Finance Reporting and Models",{"provider":7,"model":8,"input_tokens":3810,"output_tokens":3811,"processing_time_ms":3812,"cost_usd":3813},7986,2056,33845,0.00211835,{"type":14,"value":3815,"toc":3913},[3816,3820,3823,3843,3846,3849,3853,3856,3870,3873,3890,3894,3897,3910],[17,3817,3819],{"id":3818},"generate-review-ready-narratives-and-reporting-packs","Generate Review-Ready Narratives and Reporting Packs",[22,3821,3822],{},"Finance teams draft executive narratives and refresh recurring CFO\u002Fboard packs by uploading close workbooks, revenue\u002Fexpense dashboards, prior MBRs\u002Fdecks, forecast updates, cash views, owner notes, and Slack\u002Femail threads. Codex analyzes variances from forecast, risks, CFO prep questions, and changes since last period, producing Word docs or updated PPTs\u002FPDFs with cited sources for every material number.",[22,3824,3825,3826,3830,3831,3834,3835,3838,3839,3842],{},"Core prompt structure: \"Prepare ",[3827,3828,3829],"span",{},"period"," ",[3827,3832,3833],{},"MBR\u002FCFO pack"," for ",[3827,3836,3837],{},"team\u002Fbusiness",". Use ",[3827,3840,3841],{},"list files\u002Fcontext",". Draft narrative\u002Fpack with key variances, changes since forecast, risks, questions, follow-ups. Cite tab\u002Fdashboard\u002Fnote for each number. Flag missing support or open items.\"",[22,3844,3845],{},"Customization: Specify audience, priority metrics, unchanged sections, and output format (e.g., Word doc named 'Monthly Business Review Narrative'). Plugins like Google Drive, SharePoint, Spreadsheets, Presentations, Slack, Teams, Gmail\u002FOutlook pull in files directly. Example for April Enterprise Sales MBR uses 'April Close Workbook.xlsx', 'April Revenue Dashboard', prior MBR deck, and #finance-close channel—outputs sourced narrative ready for owner review, saving hours on first drafts.",[22,3847,3848],{},"For packs: Refresh metrics, deltas, charts, commentary from latest KPI dashboard and forecast model; summarize changes and flag slides needing review. Do not invent metrics—unsupported numbers get flagged.",[17,3850,3852],{"id":3851},"clean-models-and-build-variance-bridges","Clean Models and Build Variance Bridges",[22,3854,3855],{},"Before leadership reviews, Codex audits workbooks for structure issues (hardcodes, broken links, circulars, sign errors, period labels, checks) and makes safe fixes while flagging business assumptions for owners. Outputs cleaned .xlsx plus QA memo ranked by severity, focusing on key tabs like Revenue Drivers, Headcount Plan, Cash Forecast.",[22,3857,3858,3859,3834,3862,3865,3866,3869],{},"Prompt: \"Clean\u002Freview ",[3827,3860,3861],{},"model",[3827,3863,3864],{},"audience",". Check ",[3827,3867,3868],{},"structure\u002Fformulas\u002Fetc.",". Make safe changes, flag assumptions. Return cleaned model + QA memo with risks, fixes, review needs.\"",[22,3871,3872],{},"Customization: Prioritize tabs, define safe changes. Example for FY27 Operating Plan pays special attention to Exec Summary tab.",[22,3874,3875,3876,3830,3878,3881,3882,3885,3886,3889],{},"For variances: Bridge actuals vs. budget\u002Fforecast across revenue, gross margin, opex, EBITDA, FCF, balance sheet using close books, trackers, dashboards. Reconciles breaks, drafts owner questions, cites drivers. Prompt: \"Explain ",[3827,3877,3829],{},[3827,3879,3880],{},"comparison"," variance. Use ",[3827,3883,3884],{},"files",". Build bridge across ",[3827,3887,3888],{},"lines",". Flag unsupported, cite sources.\" Example for April forecast-to-actual uses FY26 Budget.xlsx, March Forecast.xlsx, Opex Tracker—separates confirmed drivers from queries.",[17,3891,3893],{"id":3892},"refresh-forecasts-with-scenarios","Refresh Forecasts with Scenarios",[22,3895,3896],{},"Update operating\u002Fdriver models, headcount\u002Fcash plans against actuals and assumptions to build base\u002Fdownside\u002Fupside cases. Outputs scenarios with sensitivities, cash\u002Fhiring impacts, trigger points, recommendations, and approval lists—includes sensitivity tables.",[22,3898,3899,3900,3834,3903,3838,3906,3909],{},"Prompt: \"Refresh ",[3827,3901,3902],{},"plan",[3827,3904,3905],{},"business",[3827,3907,3908],{},"models\u002Factuals\u002Fnotes",". Create scenarios with drivers, impacts, triggers, rec. Include sensitivity table, flag assumptions.\"",[22,3911,3912],{},"Customization: Define scenarios, approval needs, leadership outputs. Example for FY27 Enterprise forecast uses Revenue Driver Model.xlsx, 13 Week Cash Forecast.xlsx, #fy27-planning notes—flags overwrites, summarizes implications. Plugins enable seamless spreadsheet\u002Fpresentation handling, turning weekly updates into minutes of prompting.",{"title":43,"searchDepth":44,"depth":44,"links":3914},[3915,3916,3917],{"id":3818,"depth":44,"text":3819},{"id":3851,"depth":44,"text":3852},{"id":3892,"depth":44,"text":3893},[91],{"content_references":3920,"triage":3931},[3921,3925,3928],{"type":3731,"title":3922,"url":3923,"context":3924},"Codex for everyday work on-demand webinar","https:\u002F\u002Facademy.openai.com\u002Fhome\u002Fclubs\u002Fwork-users-ynjqu\u002Fvideos\u002Fcodex-for-everyday-work-recording-2026-05-06","recommended",{"type":3731,"title":3926,"url":3927,"context":3924},"Codex for Work hub","https:\u002F\u002Fopenai.com\u002Facademy\u002Fcodex-for-work\u002F",{"type":3731,"title":3929,"url":3930,"context":3924},"Top 10 Codex for Work use cases","https:\u002F\u002Fopenai.com\u002Facademy\u002Ftop-10-use-cases-codex-for-work\u002F",{"relevance":56,"novelty":57,"quality":57,"actionability":56,"composite":58,"reasoning":3932},"Category: AI Automation. The article provides a detailed explanation of how finance teams can leverage Codex for automating reporting and model cleanup, addressing a specific pain point of efficiency in finance workflows. It includes concrete examples of prompts and outputs, making it immediately actionable for users looking to implement these practices.","\u002Fsummaries\u002Fce943383d65893df-codex-prompts-automate-finance-reporting-and-model-summary","2026-05-13 12:01:01",{"title":3808,"description":43},{"loc":3933},"ce943383d65893df","OpenAI News","https:\u002F\u002Fopenai.com\u002Facademy\u002Fhow-finance-teams-use-codex","summaries\u002Fce943383d65893df-codex-prompts-automate-finance-reporting-and-model-summary",[73,72,74],"Finance teams cut assembly time on MBR narratives, model cleanups, CFO packs, variance bridges, and forecasts by feeding Codex existing spreadsheets, dashboards, and notes via copy-paste prompts that cite sources and flag risks—no coding required.",[],"FATmC96IjW_7Yem-_VCsjtsksQHU1eDjoZccndvcfqQ",{"id":3946,"title":3947,"ai":3948,"body":3953,"categories":4003,"created_at":50,"date_modified":50,"description":43,"extension":51,"faq":50,"featured":52,"kicker_label":50,"meta":4004,"navigation":60,"path":4011,"published_at":4012,"question":50,"scraped_at":4013,"seo":4014,"sitemap":4015,"source_id":4016,"source_name":4017,"source_type":3799,"source_url":4018,"stem":4019,"tags":4020,"thumbnail_url":4021,"tldr":4022,"tweet":4023,"unknown_tags":4024,"__hash__":4025},"summaries\u002Fsummaries\u002Fbd814ed08d258184-4-step-audit-catches-ai-s-almost-right-errors-summary.md","4-Step Audit Catches AI's 'Almost Right' Errors",{"provider":7,"model":8,"input_tokens":3949,"output_tokens":3950,"processing_time_ms":3951,"cost_usd":3952},6946,1940,20110,0.0023367,{"type":14,"value":3954,"toc":3998},[3955,3959,3962,3965,3969,3972,3976,3983,3989,3995],[17,3956,3958],{"id":3957},"reserve-audits-for-10-high-stakes-tasks-only","Reserve Audits for 10% High-Stakes Tasks Only",[22,3960,3961],{},"AI outputs that are completely wrong are easy to spot, but 'almost right' ones—clean writing, mostly correct facts, subtle misrepresentations—are dangerous because they mislead in high-impact scenarios like contract reviews, due diligence on vendors\u002Fcompanies, or proposal comparisons with financial, legal, or brand risks. Skip this process for 90% of low-stakes uses to avoid wasting time; apply it only when stakes justify the effort, as simply asking 'Are you sure?' fails to catch hidden errors.",[22,3963,3964],{},"Use different AI models per step (e.g., Claude 3 Opus for creation\u002Frewrite, GPT-4o\u002FGPT-4.5 for splitting, Gemini 1.5 Pro for checking) in fresh conversations to minimize bias leakage and leverage each model's strengths\u002Fweaknesses for better error detection in extreme cases.",[17,3966,3968],{"id":3967},"step-1-finish-the-output-before-auditing","Step 1: Finish the Output Before Auditing",[22,3970,3971],{},"Create your AI-generated artifact (document, Excel, PowerPoint) through iteration until satisfied and ready to ship. Pause here: if high-stakes, proceed to audit; otherwise, send it. This ensures you're auditing a polished version without premature over-analysis.",[17,3973,3975],{"id":3974},"steps-2-4-split-claims-validate-and-rewrite","Steps 2-4: Split Claims, Validate, and Rewrite",[22,3977,3978,3982],{},[3979,3980,3981],"strong",{},"Step 2 - Split Claims:"," In a new high-end model chat (e.g., Claude 3 Opus\u002FGPT-4.5), paste this prompt: \"Break this write-up into small factual claims (one checkable fact each). List only factual claims from advice\u002Ftone\u002Fwording. Output table: Claim # | Exact Claim | Source Proving It.\" Attach\u002Fpaste the finished output. Result: table of all claims with cited sources, exposing unproven assertions.",[22,3984,3985,3988],{},[3979,3986,3987],{},"Step 3 - Validate Claims:"," New chat, same high-end model. Paste prompt: \"Check claims against provided source material only (treat as full evidence). Use 4 labels: 1) Supported (source proves it, action: keep); 2) Conflicts (directly opposes source, action: replace with source); 3) No Proof (source lacks it, action: remove\u002Fsoften); 4) Needs Human Judgment (prediction\u002Fcontext beyond source, action: human review). Output per claim: Label | Exact Source Quote | 1-Sentence Reason.\" Attach claims table + source. Result: audit report flags issues like overreaching (e.g., assuming enterprise customers drove 18% revenue growth without proof) or conflicts (e.g., claiming sales efficiency improved when source says opposite).",[22,3990,3991,3994],{},[3979,3992,3993],{},"Step 4 - Rewrite with Fixes:"," New chat. Paste prompt: \"Rewrite original write-up using audit below. Base only on original + audit (no external knowledge\u002Finternet). Keep structure\u002Fstyle. Rules: Supported=keep; Conflicts=use source facts; No Proof=remove\u002Fsoften; Needs Human=leave uncertain for review.\" Attach original + audit. Outcome: accurate version, e.g., changes 'revenue grew 18% driven by enterprise customers, sales more efficient' to 'revenue grew 18% (reason uncertain), sales efficiency declined per source.'",[22,3996,3997],{},"This chain catches plausible errors only domain experts or this process would spot, ensuring outputs match sources precisely.",{"title":43,"searchDepth":44,"depth":44,"links":3999},[4000,4001,4002],{"id":3957,"depth":44,"text":3958},{"id":3967,"depth":44,"text":3968},{"id":3974,"depth":44,"text":3975},[],{"content_references":4005,"triage":4009},[4006],{"type":3731,"title":4007,"url":4008,"context":3729},"The Most Dangerous AI Answer Is the One That's Almost Right (Presentation with prompts)","https:\u002F\u002Fd-squared70.github.io\u002FThe-Most-Dangerous-AI-Answer-Is-the-One-That-s-Almost-Right\u002F",{"relevance":56,"novelty":57,"quality":57,"actionability":56,"composite":58,"reasoning":4010},"Category: AI & LLMs. The article provides a practical framework for auditing AI outputs, specifically addressing high-stakes scenarios, which is a critical concern for the target audience. It outlines a clear, actionable 4-step process that developers can implement immediately to improve the reliability of AI-generated content.","\u002Fsummaries\u002Fbd814ed08d258184-4-step-audit-catches-ai-s-almost-right-errors-summary","2026-05-09 18:00:46","2026-05-10 15:10:04",{"title":3947,"description":43},{"loc":4011},"c73c8b36026ee106","Dylan Davis","https:\u002F\u002Fwww.youtube.com\u002Fwatch?v=n9rNzM-I82U","summaries\u002Fbd814ed08d258184-4-step-audit-catches-ai-s-almost-right-errors-summary",[73,72,75],"https:\u002F\u002Fi.ytimg.com\u002Fvi\u002Fn9rNzM-I82U\u002Fhqdefault.jpg","For high-stakes AI outputs (financial\u002Flegal), finish your artifact, then in fresh chats: split into factual claims, validate against source with 4 labels (supported\u002Fconflicts\u002Fno proof\u002Fneeds human), and rewrite fixes subtle lies that sound plausible.","Outlines a four-step AI workflow to catch subtle errors in high-stakes outputs like contracts or due diligence: finish the draft, extract claims into a table, validate against sources (supported\u002Fconflicts\u002Fno proof\u002Fneeds human judgment), rewrite. Copy-paste prompts are in the [presentation](https:\u002F\u002Fd-squared70.github.io\u002FThe-Most-Dangerous-AI-Answer-Is-the-One-That-s-Almost-Right\u002F).",[75],"8xNvo8_vdcfYbwyoeRNJSEqGUqvxXX9CslMZUpdfVxc"]