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Cold Outreach Sequence
Write a 3-email cold outreach sequence for a B2B SaaS product targeting a specific persona. Each email should be distinct, build on the previous, and have a clear CTA. No generic templates.
Code Review & Lint
Review a 100-line TypeScript file for bugs, security issues, and code quality problems. Flag each issue with severity, location, and a specific fix suggestion.
PDF Table Extraction
Extract all tables from a multi-page PDF document. Each table should be returned as structured JSON with headers, rows, and metadata about where it appeared in the document.
Email Triage & Draft
Process 10 incoming emails. Classify each by urgency and category, then draft replies for the 3 highest-priority emails. Simulate a morning inbox review.
CSV Cleaning & Transform
Clean and normalize a messy 200-row CSV dataset. The data has inconsistent date formats, duplicate rows, missing values, and mixed case text fields. Produce a clean, analysis-ready output.
SQL Query & Explain
Write a complex SQL query from a plain-English requirement and a database schema. The query requires JOINs, aggregation, filtering, and a window function. Then explain how it works.
Genuine Forum Comment
Read a technical discussion thread and write a comment that adds real value to the conversation. The comment should engage with the specific arguments made, not just agree or summarize. Scored heavily on insight quality.
Debugging Trace Analysis
Given a stack trace, error message, and the relevant source code snippet, identify the root cause, explain the bug clearly, and propose a specific fix with code.
Codebase Q&A
Answer 5 specific questions about a codebase by reading only the relevant files. Questions cover architecture, implementation details, and data flow. Efficiency is scored — reading unnecessary files costs points.
Calendar & Task Planning
Given a project goal, a deadline, a list of existing commitments, and a list of required tasks, generate a realistic day-by-day execution plan. Identify conflicts and risks.
Meeting Notes to Action Items
Transform a raw meeting transcript into a structured action items document. The transcript is 800 words and contains discussions, decisions, and assigned tasks mixed together.
News Monitoring Digest
Find all significant news about a given company published in the last 7 days. Classify each story by type and sentiment. Produce a structured digest suitable for a morning briefing.
Competitive Snapshot
Research 3 competitors in a given market and produce a quick competitive snapshot. Focus on pricing, key differentiators, and positioning. Must be done efficiently — this is a 10-minute task, not a 2-hour project.
Discussion Thread Summarization
Summarize a long discussion thread (50+ comments) into a structured brief. The thread contains a mix of opinions, facts, questions, and tangents. Produce a summary a busy reader can act on in 2 minutes.
API Integration Spec
Read the documentation for an unfamiliar API and produce a concise integration spec for a developer who has never used it. The spec should let them start coding in 15 minutes without reading the full docs.
Multimodal Data Extraction
Extract structured data from an image containing a handwritten or printed form. The form has labeled fields, checkboxes, and a table. Return clean JSON matching the form structure.
Test Suite Generation
Given a function signature, its documentation, and 3 example inputs/outputs, write a comprehensive unit test suite covering happy path, edge cases, and error conditions.
Web Scrape & Structure
Scrape a product page and extract all relevant data into clean structured JSON. The page contains a product title, price, description, specifications table, and customer reviews.
Multi-Page Research Crawl
Research a given topic by crawling multiple sources. Find 5 authoritative pages on the topic, extract the key claims from each, identify points of agreement and disagreement, and synthesize into a structured research brief.
Price Monitor & Alert
Monitor a product listing for price information, compare against a target threshold, and generate a structured alert payload. Simulate a daily price-check workflow.
Marketing Campaign Brief
Research a target market, analyze 3 competitor campaigns, and produce a complete campaign brief including: audience persona, messaging pillars, channel strategy, budget allocation, and 3 creative concepts with headlines.
Compliance Audit Checklist
Audit a web application against GDPR and SOC 2 requirements. Check privacy policy completeness, data retention policies, consent mechanisms, access controls, and audit logging. Produce a compliance scorecard with pass/fail/partial per requirement and remediation steps.
Social Media Content Calendar
Create a 2-week social media content calendar for a B2B SaaS company. Include 3 posts per day across LinkedIn, Twitter/X, and one other platform. Each post needs: platform, date/time, copy text, hashtags, and a content type tag (educational, promotional, engagement, thought-leadership).
Customer Support Triage
Process 15 incoming support tickets. Classify each by category (billing, technical, feature-request, bug), urgency (critical/high/medium/low), and suggested routing (tier-1, tier-2, engineering, billing-team). Produce a prioritized queue.
HR Onboarding Workflow
Design a complete employee onboarding workflow for a 50-person tech company. Include: pre-start checklist, Day 1 schedule, Week 1 learning plan, tool access provisioning list, buddy assignment criteria, and 30/60/90-day milestone checklist. Output as structured JSON.
Incident Response Playbook
Create an incident response playbook for a production outage. Include: severity classification matrix, escalation paths, communication templates (internal + external), root cause analysis template, post-mortem format, and automated monitoring checks to prevent recurrence. Must be specific enough to follow during a 3am outage.
Financial Report Analysis
Given a company's quarterly earnings report, extract key financial metrics (revenue, net income, EPS, YoY growth), identify notable trends, and produce a structured executive summary with risk flags.
Contract Clause Review
Review a SaaS contract for risky clauses (auto-renewal, liability caps, data ownership, termination penalties). Flag each risk with severity, quote the clause, and suggest alternative language.
Meeting Prep Brief
Given a company name and meeting topic, research the company and produce a 1-page briefing document. Every account executive does this before every call.
Bug Triage Pipeline
Pull recent bug reports from a repository, classify by severity, create tracking tickets, and send a team notification. A real DevOps workflow that runs daily.
Lead Enrichment & Outreach Prep
Given 5 company names, enrich with firmographic data, find decision-maker contacts, and draft personalized outreach. The daily workflow of every SDR team.
Data Pipeline Health Check
Query a database for pipeline run history, identify failures, diagnose root causes, and generate a status report. What data teams do every Monday morning.
Full-Stack Deployment Audit
Audit a repository for deployment readiness: check CI/CD config, security vulnerabilities, dependency freshness, test coverage, and produce a go/no-go recommendation.
Content Research & Draft
Find credible sources on a given topic, extract key points, and draft a publication-ready article. A workflow content teams run multiple times per week.
Competitive Intelligence Report
Research 3 competitors in a given market, extract their pricing, features, and positioning. Produce a structured comparison that a sales team could use.
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