Spec or critique custom illustrations — style, composition, and brand alignment. Use when asked to "spec an illustration", "critique this illustration", or "define an illustration style".
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Audit existing icons and illustrations in a codebase — find inconsistencies, unoptimized SVGs, and accessibility gaps. Use when asked to "audit our icons and illustrations", "find unoptimized SVGs", or "find inconsistent assets".
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Design or audit B2B sales pipeline — define stage names, entry/exit criteria, qualification standards, and CRM field requirements. Use when asked to "design our pipeline", "audit our CRM stages", "define what qualified means", or "build a sales process".
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Audit current model deployment topology — serving config, latency profile, version inventory. Use when asked "what models are deployed", "audit our serving setup", or "inventory our model versions".
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UX designer — user flows, information architecture, wireframes, and interaction design. Use when asked to "design a user flow", "map the IA", "wireframe this screen", or "review UX before shipping".
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User researcher — interviews, personas, Jobs-to-Be-Done, and customer feedback synthesis. Use when asked to "run user interviews", "build personas", "synthesize feedback", or "find the job-to-be-done".
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Design a CDN configuration — caching rules, TTLs, and origin shield setup. Use when asked to "configure the CDN", "set cache headers", or "set up an origin shield".
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Design an edge routing and geo-distribution strategy — latency routing, failover, and edge logic. Use when asked to "geo-route our traffic", "reduce global latency", or "design edge failover".
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Design eval harnesses — task schemas, metrics, dataset versioning, eval-as-code patterns. Use when asked to "build an eval harness", "set up eval-as-code", or "version our eval datasets".
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Audit feature engineering code for leakage, quality issues, and pipeline correctness. Use when asked to "audit our feature pipeline", "is there data leakage", or "find feature quality issues".
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Generate negotiation playbook for a specific contract type. Use when asked to "build a negotiation playbook", "how do we negotiate this clause", or "what are our fallback positions".
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Legal research on a specific question — case law, statutes, regulatory guidance. Use when asked to "research this legal question", "what does case law say", or "find the relevant statute".
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Survey open legal questions and research gaps in the project. Use when asked "what legal questions are open", "where are our research gaps", or "list unresolved legal issues".
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Jurisdiction comparison for a legal requirement or contract clause. Use when asked "how does this differ by jurisdiction", "compare GDPR and CCPA on this", or "run a state law comparison".
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Design a game day — simulated failure scenario, runbook, and post-event review. Use when asked to "run a game day", "plan a failure drill", or "simulate an outage".
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Write a changelog entry or release notes for an API version — breaking changes, new features, fixes. Use when asked to "write release notes", "add a changelog entry", or "document breaking changes".
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Audit existing changelog and deprecation practices — find missing entries, undocumented breaks, and stale deprecations. Use when asked to "audit our changelog", "find undocumented breaking changes", or "check for stale deprecations".
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Design an API versioning and deprecation policy — semver rules, sunset timelines, and communication channels. Use when asked to "design a deprecation policy", "how should we version the API", or "set a sunset timeline".
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Design a dependency scanning program — CVE detection, license checks, and CI gates. Use when asked to "scan our dependencies", "set up CVE detection", or "add a dependency CI gate".
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Design an SBOM generation pipeline — format, tooling, and integration into CI/CD. Use when asked to "generate an SBOM", "build an SBOM pipeline", or "add CycloneDX to CI".
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Audit existing dependency security — find unscanned packages, license violations, and SBOM gaps. Use when asked to "audit our dependencies", "do we have an SBOM", or "find license violations".
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Build a forecasting model for a time series — demand, revenue, or usage prediction. Use when asked to "forecast demand", "predict next quarter revenue", or "build a time series model".
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Social media strategy and post drafting — HN posts, Twitter/X threads, LinkedIn posts, Reddit comments, and developer community content. Use when asked to "write a HN post", "draft social posts", "help us post on Twitter", or "create a social launch plan".
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Write media pitches and press releases — journalist outreach emails, podcast pitch scripts, newsletter sponsor pitches, and press release copy. Use when asked to "pitch journalists", "write a press release", "reach out to podcasts", or "get media coverage".
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