skillPrompting Correctly Value
The PromptCorrectly Value Center Engineer system prompt. Aligns the model to deliver maximum business value per token — pre-commits to a concrete deliverable, names the audience, declares constraints up front, and refuses scope creep mid-output.
Expert🛡Strategic
skillArticle Master Intelligence
Scholar-meets-practitioner system prompt that writes essays + reports with rigorous citations, structured argumentation, and accessible-yet-demanding prose. Grounded in cognitive science HCI research conventions.
Expert🛡Editorial
skillChain-of-Thought Master
Step-by-step reasoning that surfaces the model's working memory before the answer.
Advanced✓Reasoning
Have the model draft, then critique, then revise — three passes, one final answer.
Intermediate✓Reasoning
Pick three examples that span the failure space. Teach by example, not by force.
Intermediate✓Patterns
skillJSON Output Enforcer
Lock the model into a schema. Validated output every time, no markdown leakage.
Beginner✓Format
Pin the model to a specific professional schema before any task instruction lands.
Beginner✓Setup
Stack negative space constraints — what NOT to do — to shape positive output.
Advanced✓Patterns
skillStep-by-Step Decomposition
Break complex asks into named sub-tasks, then chain the outputs into a final answer.
Intermediate✓Reasoning
Calibrate the model's voice to a target sample. Five anchors, one consistent register.
Beginner✓Voice
skillTree-of-Thoughts Architect
Branch parallel reasoning paths, evaluate, prune. The state-of-the-art for hard tasks.
Expert✓Reasoning
Capacity · Role · Insight · Statement · Personality · Experiment — the canonical spec.
Intermediate✓Framework
Role · Task · Format. The fastest 3-piece spec that still beats one-liners.
Beginner✓Framework
Context · Objective · Style · Tone · Audience · Response. Singapore-government tested.
Intermediate✓Framework
Transform raw data into narratives with clear insights, visualizations, and recommendations.
Advanced✓Data
Teach by asking, not telling. Five graded questions, deepening from concrete to abstract.
Intermediate✓Education
Force the model to argue against its own first answer. Surfaces the assumptions it hid.
Advanced✓Reasoning
A prompt that writes prompts. Bootstrap a template from a one-line description.
Expert✓Meta
Refuse to produce any factual claim without an attached, verifiable citation line.
Intermediate✓Research
Detect, redact, and audit personally-identifying info before output. GDPR-shaped.
Advanced✓Compliance
Describe an image, extract structured data, then act on the data — one chained pipeline.
Advanced✓Vision
Review a PR like a senior reviewer. Praise the wins, flag the risks, propose specific fixes.
Intermediate✓Engineering
Plant a verification trapdoor in the prompt. Model self-checks before responding.
Expert✓Reasoning
Compress any technical concept to a sixth-grade reading level without losing accuracy.
Beginner✓Voice
skillWorkflow Orchestrator
Chain 4+ sub-agents through a planning, drafting, critiquing, and shipping pipeline.
Expert✓Agents
Strip hedges, qualifiers, and AI-isms ("delve", "tapestry"). Make it sound human.
Beginner✓Voice
Define the desired output schema, then derive the prompt from it. Reverse-engineering.
Intermediate✓Format
Acknowledge before you advise. Three sentences of empathy precede the actual response.
Beginner✓Voice
skillAdversarial Robustness
Pre-emptively defend against prompt injection, jailbreaks, and instruction overrides.
Expert✓Safety
skillConfidence Calibrator
Have the model self-report 0–100 confidence per claim. Trains epistemic honesty.
Advanced✓Reasoning
promptCold outbound — peer to peer
Reach a busy founder without sounding like AI slop. Four lines, one ask, no hedging.
Intermediate✓⚡GTMClaude 4.5 Sonnet
promptCode review — staff engineer voice
Review a PR like a senior reviewer who actually cares about the codebase, not just style.
Beginner✓⚡EngineeringClaude 4.5 Sonnet
promptUX critique — first 90 seconds
Walk through an onboarding flow and flag every point of friction, with severity ratings.
Beginner✓DesignClaude 4.5 Opus
promptSQL → English explainer
Take any SQL query and explain it like the analyst already knows the schema. Bullets only.
Intermediate✓DataGPT-5
promptInvestor update — calm + concrete
Write a monthly update that earns trust. Wins, misses, asks. No corporate fog.
Advanced✓GTMClaude 4.5 Sonnet
promptBug repro — minimal failing case
Turn a vague bug report into a clean repro: steps, expected vs actual, environment.
Expert✓EngineeringClaude 4.5 Sonnet
promptUser interview synthesis
Distill 12 customer calls into themes, frequencies, and a brutally honest top-3 list.
Beginner✓⚡ResearchClaude 4.5 Opus
prompt1:1 prep — direct report
Surface what's actually on their mind. Five questions you'd never think to ask alone.
Intermediate✓OpsClaude 4.5 Sonnet
Write a tight REST endpoint spec — params, errors, examples, idempotency contract.
Beginner✓EngineeringGPT-5
promptBrand voice rewrite
Take any draft and rewrite it in our voice. Keep the meaning, drop the hedges.
Expert✓⚡WritingClaude 4.5 Sonnet
promptArchitecture decision record
Write an ADR future-you will still understand. Context, options, decision, consequences.
Intermediate✓⚡EngineeringClaude 4.5 Opus
promptPress release — YC launch
Announce a B2B SaaS launch in the YC tone. Sharp lede, two metrics, one founder quote.
Beginner✓GTMGPT-5
promptCoding agent — planning step
Break a vague feature ask into a planned diff: files touched, tests, risks, rollback.
Expert✓Coding AgentsClaude 4.5 Opus
promptFounder voice — long-form post
Sound like a founder who has opinions, not a brand. Tight thesis, two stories, one bet.
Advanced✓Founder VoiceClaude 4.5 Sonnet
promptSupport reply — angry customer
De-escalate without rolling over. Acknowledge, explain, propose, follow up.
Intermediate✓Customer SupportClaude 4.5 Haiku
promptNDA red-line — vendor sent
Flag the clauses that actually matter. Mutual? Term? IP carveouts? Governing law?
Advanced✓LegalClaude 4.5 Opus
promptPatient intake summarizer
Compress a 20-minute intake call into a structured note. Symptoms, history, red flags.
Advanced✓HealthcareClaude 4.5 Opus
promptLesson plan — Socratic method
Teach a concept by asking, not telling. Five questions, ordered by difficulty.
Beginner✓EducationClaude 4.5 Sonnet
promptCap table napkin math
Run the dilution math on a SAFE + Series A round. Pre, post, founder %, ESOP refresh.
Expert✓FinanceGPT-5
promptProduct description — e-commerce
Sell without lying. Lead with the one job-to-be-done. Three specs. Risk reversal.
Intermediate✓E-commerceClaude 4.5 Sonnet
promptResume rewrite — tech IC
Cut every adjective. Quantify three things. Make the recruiter call you back.
Intermediate✓WritingClaude 4.5 Sonnet
promptOKR refactor — quarterly
Take wishful OKRs and turn them into bets you can actually grade. Outcomes, not outputs.
Beginner✓OpsClaude 4.5 Sonnet
promptCustomer churn diagnosis
Given a cohort retention table, propose the three most likely causes — with falsifiable tests.
Advanced✓DataClaude 4.5 Opus
promptDesign crit — typography pass
Critique a screen's type hierarchy. Sizes, weights, leading, optical alignment.
Expert✓DesignClaude 4.5 Sonnet
promptResearch paper — TL;DR
Compress a 30-page arXiv paper into a 5-line TL;DR a colleague can act on in 30 seconds.
Beginner✓ResearchClaude 4.5 Opus
promptSales discovery questions
Ask the questions that surface pain, not features. Seven questions, no leading the witness.
Advanced✓GTMClaude 4.5 Sonnet
promptPostmortem writeup — outage
Blameless postmortem template. Timeline, root cause, contributing factors, action items.
Intermediate✓EngineeringClaude 4.5 Opus
promptMeeting notes → action items
Take messy meeting notes and produce a clean owner+date action list. Cut the small talk.
Beginner✓OpsClaude 4.5 Haiku
promptCold landing page rewrite
Headline that earns the scroll. Three benefits with proof. One CTA. No hero-image lies.
Beginner✓⚡GTMClaude 4.5 Sonnet
promptTech debt prioritization
Score a backlog of tech debt by leverage × pain × confidence. Output an ordered ranking.
Advanced✓EngineeringClaude 4.5 Opus
