Craftbooks
283 playbooks that turn "make me a landing page" into a stepwise plan: the first step locks acceptance criteria, specialists take their phase, and a reviewer grades the result before it ships. Books marked eval carry an evaluation sidecar that tests the book itself.
- Build: interactive and web (28)
- Build: software and code (27)
- Media: images (20)
- Media: audio and video (22)
- Documents and decks (23)
- Content and writing (17)
- Data and analysis (16)
- Knowledge and research (15)
- Comms and ops automation (19)
- Personal and business workflows (18)
- Home and everyday life (30)
- Review and QA (33)
- Ship and release (15)
Build: interactive and web
Accessibility Retrofit (WCAG AA)
Take an existing HTML page and retrofit it to WCAG 2.1 AA — fixing semantic structure, alt text, color contrast, keyboard operability, focus...
Animated SVG / CSS Hero
Build a single-file animated SVG or CSS hero section — a looping illustrated scene, an animated logo, or a motion banner driven by CSS keyframes or...
Branding Website
Build a small brand/marketing website where the visual identity leads. Locks a visual language and mockups FIRST, then writes the copy, then builds...
Browser Extension
Build a Manifest V3 browser extension scaffold — a popup, a content script, and the manifest — that does one concrete thing on the current page...
Canvas Generative Art
Build a single-file generative art piece on canvas — flow fields, particle systems, recursive trees, Voronoi, noise terrain, or geometric tilings —...
CRUD Web App
Build a small single-file CRUD web app — a todo list, notes, contacts, or inventory manager — with create, read, update, and delete plus localStorage...
Data Visualization Explorer
Build a single interactive chart or data explorer page — bar, line, scatter, or pie — driven by sample or provided data, with controls to filter,...
Design System Consultation
Interview for product context and taste, then propose a full design system — type, color, layout, motion — and capture it as a DESIGN.md with live...
Digital Board Game
Build a single-file web version of a turn-based board game such as tic-tac-toe, checkers, connect-four, reversi, or a simple chess variant, with...
Documentation Site
Build a single-page documentation site with a sidebar table of contents, anchored sections, code blocks, and in-page navigation — the kind of...
Embeddable Feedback Widget
Build a single-file embeddable feedback, contact, or rating widget — a floating button that opens a small panel with a rating, a message field, and...
Full Game with Title & Game-Over Screens
Build a complete single-file HTML game with the full screen flow — a title/start screen, the gameplay screen, a game-over screen showing the score,...
HTML Arcade Game
Build a playable single-file HTML/canvas arcade game (shooter, runner, dodger, etc.). Splits design into game-mechanics and visual look, builds, then...
HTML Puzzle Game
Build a single-file HTML logic or puzzle game such as a match-3, sliding tile, Sokoban, 2048, minesweeper, or sudoku. Locks the rule system, the...
Idle / Incremental Game
Build a single-file idle or incremental clicker game such as a cookie/factory clicker with upgrades, generators, and exponential growth. Designs the...
Installable Offline PWA
Build an installable Progressive Web App that works offline — an HTML app shell, a web app manifest, and a service worker that caches the shell so it...
Interactive Physics Toy
Build a single-file interactive canvas physics or particle toy such as a bouncing-ball sandbox, gravity wells, springs, cloth, fluid, or a boids...
Interactive Quiz Widget
Build a single-file interactive quiz or assessment — multiple-choice, true/false, or a scored personality quiz — that asks questions one at a time,...
Juice Pass
Make the game feel alive without breaking it: feedback on every player action — hit-flash, screenshake, sound hooks, particles, score pops — added...
Landing Page
Build a single high-conversion landing page for one offer — a product, signup, waitlist, or download — with a focused hero, benefits, social proof,...
Metrics / Admin Dashboard
Build a single-page metrics or admin dashboard with KPI summary cards, at least one chart, and a data table, rendered from sample or provided data....
Micro Game Jam
Build a tiny, complete, themed micro-game from a one-word or one-line prompt — a 60-second arcade or one-mechanic toy that fully fits in a single...
Multi-Step Form Wizard
Build a single-file multi-step form wizard — a signup, checkout, survey, or onboarding form split across steps with a progress indicator, per-step...
Portfolio Site
Build a personal or professional portfolio site that showcases projects, an about/bio, and contact links in a single polished page. Locks the content...
Pricing Page
Build a single pricing or plan-comparison page with tiered plan cards, a feature comparison, a highlighted recommended plan, and optionally a...
Product Onboarding Tour
Build a single-file product onboarding tour or coachmark walkthrough that guides a new user through key features with sequential tooltips, a...
Responsive HTML Email
Build a responsive HTML email template that renders across email clients — Outlook, Gmail, Apple Mail — using table-based layout, inline styles, and...
Reusable Web Component
Build a reusable custom element as a standards-based Web Component — a rating widget, toggle, accordion, modal, or color-picker — using the Custom...
Build: software and code
Auth / Session Implementation
Implement an authentication and session flow — login, session/token issuance, verification, and logout — with the security fundamentals baked in....
Behavior-Preserving Refactor
Refactor a module to improve its structure, readability, or design WITHOUT changing observable behavior — the defining constraint is that the tests...
Build + Test a Tricky Regex
Build a regular expression that matches exactly the right strings and rejects the wrong ones — specified with concrete should-match and...
Build Loop
Generic make-something procedure: scope the work and lock concrete acceptance criteria, build it, evaluate the result against those criteria, and...
CI Pipeline from Scratch
Build a continuous-integration pipeline that installs, lints, tests, and builds on every push/PR — fast, cached, and gating merges on green. Scopes...
Command-Line Tool
Build a command-line tool with subcommands, flags, arguments, help text, and proper exit codes. Designs the CLI UX FIRST — the command surface, flags...
Containerize a Service
Containerize an application with a production-grade Dockerfile — small, secure, reproducible, and buildable — plus the supporting files to run it....
Diagnose + Add Database Indexes
Diagnose slow database queries and add the right indexes — driven by the query plan, not by hunches — then prove the speedup without harming writes....
ETL / Ingest Pipeline
Build an extract-transform-load pipeline that ingests source data, reshapes it to a target schema, and loads it with validation at every stage. Locks...
Flagged Feature Rollout
Add a new feature behind a feature flag so it can ship dark, be toggled per-environment/user, and roll back instantly without a deploy. Plans the...
GraphQL API
Build a GraphQL API with a typed schema (SDL), resolvers, queries, mutations, and input validation. Designs the schema FIRST — types, fields,...
gRPC Service
Build a gRPC service from a Protocol Buffers contract — define the .proto service and messages, implement the server handlers, and verify with client...
Inbound Webhook Handler
Build a handler that receives inbound webhook events, verifies their authenticity, parses the payload, and dispatches by event type — idempotently...
Message Queue Consumer / Worker
Build a queue consumer/worker that pulls messages off a queue, processes them reliably, and handles failures with retries and a dead-letter path —...
Model a Flow as a State Machine
Model a stateful flow (checkout, order lifecycle, connection, wizard) as an explicit finite state machine with named states, guarded transitions, and...
One-Off Automation Script
Write a one-off automation script that reliably does a repetitive task — process files, call an API, transform data — with arguments, a dry-run,...
Parser / DSL for a Small Grammar
Build a parser for a small domain-specific language or data format — tokenize, parse to an AST, and report clear errors on malformed input. Designs...
Project Config Scaffold
Bootstrap a project's configuration — the tooling, linter, formatter, tsconfig/compiler, scripts, and ignore files — into a coherent, conflict-free...
Reproduce-Then-Fix a Bug
Fix a bug the disciplined way: first write a failing test that reproduces it, then make the smallest change that turns the test green without...
REST API Service
Build a RESTful HTTP API service with resource endpoints, JSON request/response bodies, status codes, validation, and error handling. Locks the...
Reusable Library Package
Build a reusable library/SDK with a clean public API surface, sensible defaults, and published documentation. Designs the public API FIRST — exported...
Scheduled Batch Job
Build a scheduled batch job that runs on a cadence, processes a unit of work, is safe to re-run, and reports its outcome. Scopes the job FIRST —...
Schema / Type Migration
Plan and execute a multi-file schema or type migration safely — changing a data model, type definition, or interface across the codebase while...
Targeted Performance Fix
Make a measured, targeted performance improvement — profile to find the real bottleneck, optimize it, then prove the speedup with before/after...
Test Suite Backfill
Add a meaningful test suite to existing untested (or under-tested) code, prioritizing the highest-risk behavior and edge cases over vanity coverage....
Type-Safety Pass
Tighten the types of a module — eliminate `any`/implicit-any, add precise annotations, narrow unions, and make illegal states unrepresentable —...
Typed SDK Wrapper for an External API
Wrap a third-party HTTP API as a clean, typed client library — studying the real API surface first so the wrapper matches reality, not guesses....
Media: images
Alt-Text Pass
Generate accurate, WCAG-appropriate alt text for every image referenced by a site or folder and apply it back into the markup. Scope FIRST which...
Batch Image Transform
Apply a consistent transform across a whole folder of images — resize, crop to a ratio, convert format, compress, watermark, or recolor — and verify...
Character Sheet
Lock a character before the pages need them: reference images across the poses and expressions the story calls for, the palette and silhouette...
Character Turnaround
Give one character the full turnaround treatment: front, side, back, and three-quarter views generated against the same style anchor, every view...
Coherent Icon Pack
Produce a coherent set of UI icons that look like they belong to one family — consistent grid, stroke weight, corner radius, optical sizing, and...
Diagram from Text
Render a clear technical diagram — flowchart, architecture, sequence, ER, or org chart — from a plain-language description, as code-defined...
Favicon & App-Icon Set
Generate the complete favicon and app-icon set a modern site needs — the multi-size favicon, Apple touch icon, Android/maskable icons, and the web...
Game Sprite Sheet
Produce a game-ready sprite sheet — a character or object with its animation frames (idle, walk, jump, attack) on a uniform grid — plus the frame...
Image Dedup & Cluster
Find and group near-duplicate images across a folder — exact dupes, resized/re-encoded copies, and visually similar shots from the same burst — using...
Image Palette Extraction
Extract a usable color palette from an image or a set of images — the dominant and accent colors as hex/RGB with proportions — and emit it as design...
Image SEO Rename & Tag
Rename and tag a folder of images for SEO and findability — descriptive, hyphenated, keyword-rich filenames plus consistent metadata (title, caption,...
Index & Describe an Image Set
Given a folder of images, produce a structured index that describes each one (caption, tags, notable content) in a consistent schema, then validates...
Logo & Variant Set
Generate a coherent logo and the full set of variants a real brand needs — primary mark, horizontal lockup, stacked lockup, icon-only/favicon, plus...
Marketing Hero Image
Create a single high-impact marketing hero image from a brief and place it into a working hero section. Lock the brief FIRST — aspect ratio, subject,...
OCR a Folder of Scans
Extract the text from a folder of scanned documents or photographed pages into clean, structured text — preserving reading order, paragraph breaks,...
Page Spread
Produce one page spread from script to panels: beats planned, panel art generated against the character sheets — never freehand from memory —...
Photo Cull & Rank
Rank and cull a set of photos by objective quality — sharpness/focus, exposure, composition, eyes-open/expression for people, and...
Thumbnail Generator
Derive a consistent set of thumbnails or responsive size-variants from a folder of source images — square crops for grids, srcset widths for the web,...
Tileset Batch
Produce a style-locked batch of tiles and account for every one: named to the convention, sized to spec, generated against the library's style...
Visual Moodboard
Compose a visual moodboard that captures a direction — palette, textures, type vibe, imagery, and reference tiles — from a written brief, so a team...
Media: audio and video
Anniversary Cut
Build the highlight reel for the occasion: the archive queried for the person and the years that matter, clips chosen with stated reasons, assembled...
Audio Ad Spot
Produce a short broadcast/podcast audio ad spot (15s/30s/60s) — a tightly-timed script with a hook, value, and a single call-to-action, synthesized...
Audio Highlight Reel
Cut a long recording (podcast, interview, talk, stream) down to a short highlight reel of its best moments, delivered as a single stitched audio clip...
Edit Notes Pass
Review the footage like an editor: timestamped notes on pacing and cuts read against the transcript and the media index, then a machine-readable cut...
Log the Practice Session
Close out today's practice properly: log what was actually worked with honest minutes and tempo marks, and set up tomorrow's session so the next...
Master the Audiobook
Assemble the finished chapters into a release: completeness swept against the manuscript first, the metadata manifest built and verified chapter by...
Meeting Recording to Minutes & Actions
Turn a meeting recording into structured minutes plus a clear action-item list — who agreed to do what by when — derived from the audio. Transcribes...
Monthly Recording Review
Sit with the month's recordings the way a teacher would: compare each against last month's marks, hear the progress your own ears stopped noticing,...
Music Library Metadata Tagging
Tag and organize a folder of audio files with consistent, correct metadata — title, artist, album, track number, year, genre — so the library is...
Narrate a Chapter
Take one chapter from manuscript to narrated audio, deliberately: a narration script with pronunciations and pauses marked before anything renders,...
Narrated Slideshow Video
Build a self-playing narrated slideshow — slides that auto-advance in sync with spoken narration, delivered as a single playable HTML page (slides +...
Plan the Episode
Turn the idea backlog and last episode's loose threads into a locked plan for the next episode: a rundown with timed segments, what to prep, and a...
Podcast Chapters & Show Notes
Turn a podcast episode into navigable chapter markers plus publish-ready show notes — timestamped chapter titles, an episode summary, key takeaways,...
Rough Cut Assembly
Execute the cut list and prove it ran: every clip verified against the media index before anything renders, the assembly driven through the project's...
Subtitle & Caption Generator
Generate time-synced subtitles/captions for a video in a standard caption format (SRT or WebVTT), so the video is accessible and watchable without...
Text-to-Speech a Folder
Turn a folder of text files (articles, chapters, notes, markdown) into a set of spoken audio files using text-to-speech, so a reading list becomes a...
Transcribe and Index a Tape
Give one tape the ten-second-findability treatment: transcript on file, then every moment worth finding indexed with its timecode and people tags —...
Transcribe Audio or Video
Convert an audio or video recording into an accurate, readable transcript using speech-to-text, with speaker labels and timestamps. Scopes the output...
Transcript to Shownotes
Take a finished recording from raw transcript to publishable shownotes: a clean transcript on file, timestamped chapters, a summary listeners...
Video Storyboard from a Script
Turn a video script into a shot-by-shot storyboard — each scene broken into shots with a framing sketch/description, camera direction, on-screen...
Voiceover / TTS Script
Write a voiceover script tuned for spoken delivery — by a human VO artist or a text-to-speech engine — for a video, ad, explainer, or narration, with...
YouTube Chapters & SEO Metadata
Turn a video (or its transcript) into a complete, paste-ready YouTube publishing kit — SEO title options, an optimized description with timestamped...
Documents and decks
Board Meeting Deck
Build a board-meeting deck that briefs directors efficiently — an executive summary up top, KPI dashboard, financials, progress against goals, key...
Contract Template (Non-Legal-Advice)
Draft a reusable, plain-language agreement template — service agreement, NDA, freelance contract, or terms — with clearly marked fill-in fields,...
Customer Case Study
Write a persuasive customer/case-study writeup that turns a customer's results into a credible marketing asset — challenge, solution, and quantified...
Ebook Compile
Compile a collection of notes, articles, or chapter drafts into a coherent, readable ebook — with a title page, table of contents, consistently...
Execute an Ops Runbook
Execute a written operational procedure step by step with verification and a stop-on-anomaly rule. Inventories the runbook and its preconditions...
Formatted Report
Produce a polished, print-ready formatted report — quarterly business review, research findings, status report, or analysis writeup — rendered as a...
Fundraiser Wrap-Up
Close a fundraising drive properly: verify the final numbers against the donation ledger, confirm every donor was thanked (or finish the thank-yous...
Investor Pitch Deck
Build a fundraising or sales pitch deck that tells a tight investor-grade story: problem, solution, market size, product, business model, traction,...
Invoice Generator
Generate a clean, professional, print-ready invoice from billing details — sender/recipient, line items with quantity and rate, subtotal, tax, total,...
Meeting Minutes & Actions
Turn a meeting transcript, recording notes, or rough scratch into clean, distributable meeting minutes — attendees, agenda topics discussed,...
Newsletter Issue
Produce a single polished, email-client-safe newsletter issue — intro, a few curated stories with links, a featured section, and a CTA — that renders...
One-Pager Brief
Create a single-page brief or summary that fits one printed page and lands one message fast — a product one-pager, executive summary, project brief,...
Ops Runbook
Write an operational runbook or playbook a tired on-call engineer can follow at 3am without thinking — covering when to use it, prerequisites,...
Plan
Author a PLAN for a piece of work as a reviewable draft task: a strong 'about', a set of outcomes (what should be created or updated at success), an...
PowerPoint from Content
Turn source content into a real PowerPoint file (.pptx, editable in PowerPoint) — not an HTML deck. Locks the narrative and per-slide message first,...
Proposal / Statement of Work
Draft a client proposal or statement of work that wins the deal and prevents scope creep — covering objectives, scope, deliverables,...
Résumé / CV
Build a clean, ATS-friendly résumé or CV from a person's background, tailored to a target role. Scopes the target role and the highlight reel of...
Slide Deck from Content
Turn a body of source content into a presentation deck. Outlines the narrative first, designs a consistent slide look, then builds the deck (HTML...
Spec Authoring
Turn a rough intent into a backlog-ready spec: interrogate scope and requirements against the real code, then file a well-formed, unambiguous issue.
Team Handbook Section
Write a clear, reference-grade section of a team/company handbook — a policy, process, or how-we-work doc that a new hire can read once and act on...
Technical Design Doc
Write a technical design document (RFC / engineering design doc) that gets a system change reviewed and approved — covering context and problem,...
Technical Documentation
Generate a coherent documentation set from a codebase, organized by the Diataxis model (tutorials, how-to guides, reference, explanation), with...
Whitepaper
Author a long-form, authoritative whitepaper that makes a researched argument — a technical position paper, industry analysis, or thought-leadership...
Content and writing
A/B Ad Copy Variations
Generate a set of distinct, testable ad-copy variations for one offer across the angles worth A/B testing: it first locks the platform and its...
Brand Tone Rewrite
Re-voice existing content to a specific brand tone while preserving every fact and the original structure: it first codifies the target voice into a...
Bulk Product Descriptions
Generate consistent, on-brand product descriptions in bulk from a list of products and their attributes: it first locks the brand voice, the field...
Customer Case Study
Write a persuasive, evidence-backed customer success story in the classic challenge-solution-results arc: it first scopes the customer, the...
Documentation Rewrite
Rewrite confusing existing documentation into clear, scannable, task-oriented prose without losing any technical fact: it first audits the current...
FAQ from Source Docs
Build a grounded FAQ page by mining real source documents for the questions users actually ask, then writing tight, accurate answers traced back to...
Human-Readable Changelog
Turn raw commit/PR history into a human-readable changelog that users actually understand: a developer first gathers and triages the merged changes...
Knowledge Base Article
Write a support knowledge-base article that lets a user solve their problem without contacting support: it first scopes the exact user problem, the...
Landing Page Copy
Write conversion-focused copy for a single landing page: it first locks the offer, the one primary audience, the single desired action, and the core...
Lifecycle Email Sequence
Design and build a multi-email lifecycle sequence (welcome, onboarding, nurture, re-engagement) that moves a subscriber from one stage to the next:...
Localize Content
Localize and translate content into a target language and locale with cultural adaptation, not just word-for-word translation: it first scopes the...
Press Release
Write a professional, AP-style press release ready to send to journalists: it first locks the news angle, the five W's, the approved quote(s), and...
SEO Blog Post
Write a complete, SEO-aware blog post that ranks and reads well: it locks the primary keyword, search intent, target reader, and a heading-by-heading...
SEO Metadata Pack
Generate a complete on-page SEO metadata pack for a set of pages: it first scopes each page's primary keyword and search intent and the length/format...
Social Media Thread
Write a multi-post social thread (X/Twitter, LinkedIn, Threads) that hooks, delivers, and converts: it first locks the single angle/big idea, the...
Summarize a Long Document
Distill a long document into a faithful, well-structured summary at a chosen depth: it first scopes the audience, the target length and format (TL;DR...
Tailored Cover Letter
Write a tailored, one-page cover letter that maps a candidate's real background to a specific job's requirements: it first scopes the role's key...
Data and analysis
A/B Test Readout
Analyze a controlled experiment and produce a decision-ready readout: does the variant beat control, by how much, and is it real? States the...
Anomaly / Outlier Scan
Scan a dataset for anomalies and outliers and report what is genuinely unusual versus expected noise. Defines the detection criteria and thresholds...
Answer a Question with SQL
Answer a specific business question against a database or table set with a correct, readable SQL query and a short written answer. Scopes the...
Chart Pack from Data
Build a single interactive HTML page of charts that answers a defined set of questions about a dataset. Scopes the questions and the right chart type...
Clean a Dataset
Profile, clean, and validate a messy CSV/TSV/JSON dataset into an analysis-ready table. Profiles the raw data FIRST (row/column counts, types, null...
Cohort / Retention Analysis
Analyze retention or behavior by cohort to reveal whether the product is getting stickier over time. Defines the cohort key, the activity event, and...
CSV / Tabular Transformer
Reshape and convert tabular data from one schema to another: rename and reorder columns, split or merge fields, derive new columns, pivot/unpivot,...
Dashboard Specification
Specify a dashboard from the questions it must answer, before anyone builds it — the artifact that prevents a chart-salad dashboard nobody uses....
Data Dictionary
Document a dataset's schema as a clear, complete data dictionary so others can use it without guessing. Inspects the data FIRST to derive each...
Data Quality Audit
Audit a dataset against explicit data-quality rules and produce a scorecard of where it passes and fails across completeness, validity, consistency,...
Dataset to Narrative Report
Turn a dataset into a written, evidence-backed analytical report that a non-technical reader can act on. Analyzes the data FIRST to surface the real...
Join / Merge Two Datasets
Combine two datasets into one reconciled table on a shared key, correctly handling the join type, key mismatches, and duplicate fan-out. Profiles...
KPI Scorecard Page
Build a single-page KPI scorecard that rolls a dataset up into the handful of numbers a team tracks, each shown with its current value, target, and...
Simple Forecast / Trend Model
Build a simple, defensible forecast of a time series (revenue, demand, signups, usage) with the assumptions and method stated up front and the...
Spreadsheet / Financial Model
Build a working spreadsheet-style model (budget, forecast, unit economics, pricing, or scenario calculator) with clearly separated inputs,...
Survey Analysis
Analyze survey responses into a clear summary of what respondents actually said, across both quantitative (rating/multiple-choice) and open-text...
Knowledge and research
Annotated Bibliography
Build a formal annotated bibliography for a research topic: a planner locks the scope, the citation style, and the annotation rubric (summary +...
Citation Audit
Audit an existing document's claims against its citations and report every mismatch: a reviewer pairs each cited claim with the citation it depends...
Cited Research Report
Produce a rigorously cited research report that answers a specific question end to end: a planner first decomposes the question into sub-questions...
Competitive Analysis
Compare a set of competitors across consistent dimensions and turn the comparison into an actionable analysis: a planner locks the competitor set and...
Corpus Synthesis
Read a provided corpus of documents and synthesize it into a single coherent overview: a planner sets the synthesis question and the extraction...
Curated Annotated Reading List
Curate an annotated reading list on a topic for a defined reader: a planner sets the reader, their goal, and the selection and ordering criteria,...
Decision Evidence Brief
Answer a specific decision question with a weighted, confidence-rated evidence brief: a planner frames the decision and the options, locks the...
Domain Glossary
Build a consistent, accurate glossary for a domain: a planner sets the domain scope, the term-selection criteria, and the entry template, a...
Due-Diligence Brief
Produce a structured due-diligence brief on an entity (company, vendor, investment, partner): a planner locks the diligence dimensions and red-flag...
Fact-Check a Set of Claims
Verify a set of claims one by one and produce a verdict report: a planner extracts and itemizes every checkable claim and locks the rating scale, a...
Literature Review
Survey the existing literature on a topic and synthesize it into a structured review: a planner sets the scope, inclusion criteria, and the themes to...
Market & Landscape Scan
Survey a market or landscape and write a scan that sizes it, maps the players, and surfaces trends: a planner scopes the market boundary and the...
Option Comparison Matrix
Compare a set of options against weighted criteria and ship an interactive HTML comparison matrix with a recommendation: a planner locks the options,...
Research to Word Document
Research a question with logged sources, write a cited report, then produce a real Word document (.docx, plus PDF on request) via DocBlocks and save...
Topic Explainer
Explain a complex topic clearly for a defined audience: a planner pins the audience, their assumed prior knowledge, and the concepts that must be...
Comms and ops automation
Bulk CRM Update from Notes
Turn unstructured notes (call logs, meeting recaps, email threads) into a batch of structured CRM updates: per-contact field changes, activity logs,...
Daily Calendar & Prep Brief
Assemble a morning brief from the day's calendar: a chronological agenda with per-meeting prep notes, conflicts flagged, and a short...
Daily Email Digest from a Corpus
Produce an email-ready digest that summarizes a corpus of content (docs, feeds, notes) for a recurring send. Scopes what matters and the format...
Inbox Triage & Reply Drafts
Triage a batch of incoming emails or messages into priority buckets and draft replies for the ones that need them. Locks the triage rules and bucket...
Incident Communication Templates
Author a reusable set of incident communication templates: status-page posts and stakeholder update messages for each phase of an incident...
Meeting Notes to Action Items
Convert raw meeting notes or a transcript into a clean, assigned action-item list with owners, due dates, and the decisions that drove them. Extracts...
Meeting Prep Brief
Walk into the meeting already warm: who's in the room, what was promised last time, what you want out of this one, and the two questions worth asking...
Monitoring Alert Rules
Author a set of monitoring/alerting rules as a deployable config (Prometheus alerting rules, Grafana/Alertmanager YAML, or a CloudWatch-style spec):...
Morning Topic Brief
Be informed without the doomscroll: this morning's items per watched topic, each with its source named, rumor separated from reporting, and...
Multi-Channel Broadcast Announcement
Adapt a single announcement (launch, policy change, maintenance window, org news) into channel-tailored variants — email, Slack/Teams post,...
Notification Router
Build an event-to-channel notification router: a small module that takes incoming events and routes each to the right destination (Slack channel,...
On-Call Escalation Playbook
Author an on-call escalation playbook: the severity ladder, who-to-page-when escalation tiers with timeouts, communication cadence to stakeholders,...
On-Call Shift Handoff
Produce a clean end-of-shift on-call handoff: open incidents and their state, watch-items and known-flapping alerts, deferred actions, and anything...
Personal / Team Weekly Review
Assemble a reflective weekly review that pulls the week's done-list, metrics, and open loops into a structured retrospective with wins, misses,...
Plan the Week
Start Monday with the week already shaped: every meeting seen, the ones needing prep flagged, the conflicts and overload called out, and real focus...
Recurring Status Report
Produce a recurring (weekly/biweekly) status report by gathering signals from the team's tools and writing a tight, skimmable update for...
RSS / Feed Digest
Build a recurring digest from RSS/Atom feeds or news sources: fetch the latest items in the window, dedupe and cluster by topic, then write a...
Standup / Team Update Summary
Condense a pile of raw team updates (standup messages, async check-ins, channel dumps) into one clean summary grouped by person or workstream,...
Write an Automation Recipe
Turn 'I wish the house would...' into an inspectable, versioned automation: triggers and actions that name real devices from the house's own...
Personal and business workflows
Automate a Booking or Checkout Flow
Automate a multi-step booking, reservation, or checkout flow end-to-end — select, fill details, choose options, confirm — with a hard...
Batch-Fill Forms from a Dataset
Automate filling a web or PDF form once per row of an input dataset — registrations, applications, data-entry portals, mail-merge into a form. Scopes...
Categorize Transactions
Classify a list of bank/card transactions into a fixed chart-of-accounts category set, with confidence and a review queue for the uncertain ones,...
Classify and Route Incoming Documents
Build a document-intake pipeline that classifies each incoming file (invoice, contract, resume, receipt, ID, support ticket, other) into a fixed type...
Company Research Brief
A sharp, dated, sourced brief on a company before an interview or application — what they do and how they make money, recent signals, team and role...
Enrich a Leads List
Take a raw leads or contacts list and enrich each row with derived and looked-up attributes — company domain, industry, size band, role seniority,...
Generate an Onboarding Checklist
Produce a clear, role-specific onboarding checklist for a new hire, customer, or user — grouped by phase (before day one, week one, first 30 days),...
Generate and Send Recurring Invoices
Run a recurring billing batch: for each active client/subscription due this period, generate a correctly-numbered, line-itemed invoice with taxes and...
Migrate Data Between Tools
Migrate records from a source tool/format to a destination tool/format — CRM to CRM, spreadsheet to app, JSON export to a new API — with a field...
Mock Interview
A realistic practice interview run live with the candidate — planned questions calibrated to the target role and round, a real-time interview with...
Monthly Invoice Run
Run the month's invoicing in one calm pass from the office's own books: an invoice per client built from the tracked work in the ledger, numbering...
Offer Comparison
Turn competing job offers into one honest decision sheet — every offer normalized into the same fact grid (comp, equity with vesting caveats,...
Receipts to Expense Ledger
Turn a folder of receipt photos/PDFs into a clean expense ledger: OCR each receipt, extract vendor, date, line items, tax, and total, assign an...
Scheduled Backup or Export
Build a scheduled, idempotent backup/export routine that snapshots data (files, a database, or an app export) to a timestamped, optionally compressed...
Scrape a Site to Structured Data
Turn one or more web pages into a clean, structured dataset (JSON or CSV) with a fixed schema — product listings, directory entries, articles,...
Tailor Résumé to a Posting
Adapt an EXISTING résumé to a specific job posting — a fit map of must-hit requirements first, then a tailored variant that re-orders and re-words...
Track Prices Over Time
Build a price tracker that records the price of one or more products/SKUs each time it runs, appending a timestamped history so you can see trends,...
Watch a Page or API and Alert
Build a watcher that polls a web page or API endpoint on a schedule, detects a meaningful change or threshold breach, and fires an alert (and only...
Home and everyday life
Capture a Recipe Card
Rescue a handwritten recipe card without sanding off its soul: transcribe the original faithfully — spelling quirks, margin notes, and all —...
Care Visit Prep
Prepare a one-page brief for a medical or care appointment from the project's care record: compile everything logged since the last visit, the...
Catalog an Item
Take new arrivals from shoebox to catalog: identify each item from its photo notes, record it with condition and an honest value basis, and flag what...
Close the Month
Close out a month of household spending against the project's ledger: sweep the month's entries for category strays and surprises, compute the...
Compatibility Check
Answer 'does it still work on the new version?' with a matrix, not a shrug: the datapack's files checked against each target version's format rules,...
Curate an Album
Turn a thousand camera-roll photos into the forty that tell the story: cull the near-duplicates, keep the keepers for honest reasons, caption what...
Design the Invitations
Produce the invitation the day deserves and get the facts beyond doubt: the date, time, venue, and RSVP instructions checked letter-for-letter...
Family Story Chapter
Write one chapter of the family story from the record you actually have — interviews and tree facts woven into narrative, speculation clearly dressed...
Forge a Crossword
Construct a personalized crossword and prove it works before anyone's pencil touches it: the grid actually interlocks, every entry sits in the grid...
Holiday Card Run
Make the December run a pleasure instead of a panic: sweep the address list while there is still time to fix it, settle the card message, and produce...
Insurance Inventory
Compile the inventory nobody has until the day they desperately need it: every cataloged item with its value, photo reference, and acquisition info...
Lay Out the Cookbook
Assemble the heirloom: every tested recipe in its chapter, the provenance kept beside the food — whose recipe it was, what table it came from —...
Lay Out the Puzzle Pack
Bind the month's puzzles into one print-ready pack: a cover, a page per puzzle, and the solutions gathered in the back where they belong — the thing...
Memory Session
Run one guided memory session and bank it properly: pick the theme the timeline is hungriest for, follow the thread of feeling through the recorded...
Morning House Report
The house says good morning properly: every zone's state read through the device tools, anything unusual surfaced first with one suggested action...
Pest & Problem Diagnosis
Turn 'something is wrong with the tomatoes' into a ranked differential: the likely culprits with the evidence for each, the gentlest treatment first,...
Plan the Week's Dinners
Turn the pantry's real state into a planned week of dinners and one grocery list: check what is stocked, low, and out, plan seven dinners that use...
Post-Event Thank-You Sweep
Close the event the way it deserves: every gift-giver and every helper matched to a personal note, drafted in one sitting and tracked to sent — so...
Practice Exam
Take the exam before the exam: a timed, self-scoring practice paper blueprinted from the deck — weighted toward what the review record says is weak —...
Pre-Departure Countdown
Audit a trip's readiness in the final stretch before departure: verify documents and bookings, close the packing gaps against the packing roster,...
Quarterly Shoebox Summary
Close the quarter the way your accountant wishes everyone did: totals by category computed from the ledger entries themselves, the...
Receipt Intake
Empty the shoebox inbox properly: every waiting receipt becomes a dated, categorized ledger entry that names its source file, likely duplicates get...
Record a Relative
Bank an elder's interview while the telling is fresh: file the transcript, pull the people, places, and dates into the family record with their...
Scaffold a Mod
Start the mod right: a correctly-shaped Minecraft datapack — pack.mcmeta carrying the right format number for the target game version, namespaced...
Seasonal Maintenance Sweep
Run a season's home-care sweep against the project's systems roster: work out what care is due or overdue from each system's interval, plan the...
Thank-You Note Batch
Clear the owed-thanks list with notes that sound like you: read who is owed and for what from the correspondence roster, draft one note per person...
Weak-Spot Drill
Stop practicing what you already know: read the review record, name the actual weak spots with the numbers as evidence, and build a short targeted...
Weave a Chapter
Weave the banked sessions into one memoir chapter in the teller's voice: every scene traceable to something actually said, gaps marked for a future...
Weekly Garden Walkthrough
Walk the beds once a week with a plan instead of a vague worry: what each bed needs this week derived from the plantings and the season, the...
Year in Review
Build the year-in-review that makes someone cry the good way: every month represented or its gap acknowledged, the people balanced, the closing image...
Review and QA
Accessibility Audit
Audit a web page or UI for accessibility against WCAG 2.1 AA and produce a prioritized remediation report. First scopes the components and flows in...
Annual Document Review
Walk a life binder's document roster once a year: inventory what is present and missing, confirm each present document is still current (right...
API Contract Review
Review an API contract or specification (OpenAPI/REST/GraphQL) for correctness, consistency, and developer ergonomics, then produce a findings...
Artifact Integrity & Ship Review
Perform an isolated ship-readiness review of the actual built artifacts of a project—sites, npm packages, archives, CLIs, binaries, installers,...
Audit Recurring Subscriptions
Audit a set of transactions or a vendor list to find every recurring subscription, normalize each to a monthly cost, surface duplicates, price hikes,...
Browser QA Audit
Exercise a running app in a real browser, triage what breaks, and produce a report-only QA findings list with a health score — no code changes.
Careful Mode
Safety guardrails for destructive commands
Codebase Refactoring Review
Review an entire codebase for the least cogent, highest-leverage refactoring opportunities without changing source. Uses the repository map and...
Codebase UX Review
Review the user experience implemented across a codebase and, when runnable, exercise the key flows in a real browser. Starts from the indexed UI...
Content Accuracy Review
Fact-check a piece of content for accuracy and produce a claim-by-claim verification report. First scopes the content and extracts every checkable...
Deep Security Review
Run a slow, thorough, WHOLE-CODEBASE security audit that looks for SYSTEMIC weaknesses — a vulnerability class repeated across many routes, a missing...
Dependency Audit
Audit a project's dependencies for security, staleness, license, and maintenance risk, then produce a prioritized remediation report. First scans the...
Documentation Drift Review
Review project documentation against the code, configuration, commands, API surface, and shipped behavior to find stale or misleading guidance. Uses...
Editorial & Tone Review
Run an editorial review on a piece of content for clarity, correctness, and brand voice, then produce a line-edit report and a clean revised version....
Executive-Level Review
A strategic, executive-level review of a plan or scope: challenge the premise, weigh alternatives, and score each dimension before committing — the...
Freeze Scope
Confine all workspace writes to one directory
Investigate
Systematic root-cause debugging procedure. Iron Law: no fixes without investigation. Gathers symptoms, reproduces, traces, finds root cause, saves...
Lightweight Threat Model
Produce a lightweight threat model for a feature or system using a structured method (STRIDE over a simple data-flow diagram) and output a...
Live Browser QA Pass
Run a hands-on quality-assurance pass on a running web app or page by actually exercising it in a browser, then emit a defect report with...
Performance Audit
Audit an application or page for performance problems with measurements, then produce a report of the highest-impact optimizations. First scopes the...
Playtest Report
Playtest like it matters: a structured pass over the mechanics, the edge inputs, and the score loop, every finding written with its repro steps — a...
Pull Request Review
Staff-engineer-style PR review. Loads PR context, walks a per-file diff, applies a safety/quality checklist, and posts a structured summary. Requires...
QA
Live UI QA pass with a real browser. Navigates the target, interacts with the golden-path flow, captures findings, fixes atomically, re-tests.
Release Readiness Review
Run a go/no-go release readiness review against a structured pre-launch checklist and produce a sign-off report with a clear ship decision. First...
Reliability & Resilience Review
Review a codebase for production reliability and resilience risks across asynchronous work, external dependencies, state transitions, resource...
Root-Cause Investigation
Debug a defect or production incident down to its true root cause and document the diagnosis with evidence, instead of patching the first symptom....
Root-Cause Investigation
Debug systematically: reproduce the failure and find the true root cause before changing any code, then fix and verify.
Security Architecture Review
A structured security architecture review: walk the stack for secrets, dependencies, auth, and common vulnerability classes, then report findings...
Security Review of a Diff
Perform a focused security review of a code change or diff and produce a vulnerability report mapped to a threat checklist. First scopes the change's...
Source Quality Audit
Once a month, make the reading list earn its place: score each source on what it actually delivered — accuracy, originality, noise — and keep,...
Test Coverage Review
Review a codebase or module's test suite for real coverage and quality, then produce a gap report and a prioritized backlog of tests to add. First...
UX & Visual Design Review
Critique a UI's user experience and visual design and produce a prioritized design-review report. First scopes the screens and flows and locks a...
Weekly Pipeline Review
The weekly walk of a job-search pipeline — a grounded snapshot of every application (what moved in the last seven days, what went stale, which...
Ship and release
Changelog Cut
Cut a new versioned section into a Keep a Changelog / CHANGELOG.md style file for a release — moving entries out of the Unreleased section into a...
Deploy Checklist
Author and then actually execute a pre-deploy verification checklist for shipping a release to production — the concrete gates that must be green...
Engineering Retrospective
Build a data-grounded engineering retrospective from git history: activity, hotspots, review patterns, and per-person growth notes for a given window.
Feature Flag Release Plan
Plan and document a progressive feature-flag rollout for shipping a change behind a flag — defining the flag and its default-off state, the staged...
Hotfix Flow
Drive an expedited production hotfix from red to green: reproduce the live defect with a failing test, apply the smallest safe fix that makes it pass...
Idea Office Hours
Pressure-test a product idea with forcing questions before jumping to solutions, then capture the decision in a short design doc — a structured...
Incident Postmortem
Write a blameless incident postmortem after a production outage or degradation — a structured, factual document covering the impact, a precise...
Office Hours
YC-style office-hours diagnostic. Surfaces forcing questions, challenges premises, lands on a sharper problem statement before any code is written.
Release Announcement
Write a public-facing release announcement that turns a shipped version into a compelling story for users — a blog-post / email-style piece that...
Release Notes
Turn a raw set of merged commits, pull requests, and ticket IDs into polished, human-readable release notes for a versioned release — grouped by...
Release Pipeline (CI/CD)
Author a CI/CD release workflow as a YAML pipeline (GitHub Actions style) that takes a tagged commit and turns it into a published release — running...
Reviewer Loop
Draft → critique → revise (looped until approved) → publish. A repeatable critique-and-revise pattern with explicit branching.
Rollback Plan
Author a concrete, tested rollback plan for a release so that when a deploy goes wrong the team can revert FAST and safely without improvising under...
Ship
End-to-end release procedure: run tests, run a review pass, commit/push, open the PR, wait for CI to come back green, hand off for merge. Requires a...
Version Bump
Perform a coordinated, semver-correct version bump across a project — deciding MAJOR/MINOR/PATCH from the actual change set, then updating every...