code context engineering
by Roy Yuen
A high-precision pre-coding gate that detects conflicting requirements and prevents agents from making wrong assumptions.
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18 skills found
by Roy Yuen
A high-precision pre-coding gate that detects conflicting requirements and prevents agents from making wrong assumptions.
by Indy Agent
From feature idea to 10-section engineering-ready PRD — with anti-goals, success metrics, and open questions.
by servrox
Turn fuzzy requests into verified implementation specs and ADRs with source-backed architectural gating.
by LocoLoboZ
Draft, update, and convert professional Functional Requirements Specifications (FRS) for procurement and GRC.
by Danejw
Turn raw product ideas into a structured business strategy and MVP roadmap before starting development.
An adversarial reviewer for job descriptions and candidate-facing hiring content. It flags biased or exclusionary language, risky questions, inflated or vague requirements, and missing disclosures, then returns a POST / REVISE / HOLD verdict. A bias-and-clarity aid, not legal advice.
by Matthew King
A risk-first QA agent that hunts bugs via personas, extracts BDD requirements, and drives TDD fixes.
by Dan Timms
Generate 3 psychologically-tailored Shopify headline variants and A/B test setup requirements for any product.
by PromptWagon
Creates faceless channel concepts, niche positioning, audience promise, content pillars, video formats, episode ideas, script structures, asset requirements, production workflows, monetization paths, thumbnail briefs, and launch plans for YouTube, Shorts, TikTok, Reels, and other creator platforms.
by Al1as
Transform vague feedback and messy signals into rigorous, execution-ready technical specifications.
Builds and documents the smallest possible POC or prototype to validate requirements before development starts. Part of the Gnosis Technology Product Suite
A complete pre-submission check for your research manuscript — journal requirements, reporting guidelines, ICMJE authorship, disclosures, registration, and reference integrity — with a READY or NOT YET verdict, a prioritized fix list, and a drafted, journal-ready cover letter.
Enforce document traceability, semantic versioning, and concise house-style rewrites for technical product sets. Part of the Gnosis Technology Product Suite
Transforms messy stakeholder notes into structured, classified requirements and themed NFRs. Part of the Gnosis Technology Product Suite
Run this on your plan, spec, or prompt before any work starts. It surfaces the decisions you never made, names what an agent would silently assume for each, ranks them by the cost of a wrong guess, and hands back a short list of choices to make now — plus the gaps that are safe to leave open.
Convert raw requirements into INVEST-compliant user stories and Gherkin acceptance criteria. Part of the Gnosis Technology Product Suite
Audits codebases for HIPAA Security Rule gaps, identifies PHI leaks, and maps BAA requirements.
by Julian GM
Formal check of German VAT invoice requirements (§ 14 UStG) and input-tax readiness (§ 15) — not tax advice.