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Marketing Executive Agent
Guides a marketing executive agent through campaign strategy, creative briefs, and visual ad generation for a Southeast Asian fintech platform.
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Documents NodeLLM's built-in security features: context isolation, guardrail hooks, tool execution policies, and resource limits for production AI apps.
Product Requirements Document (PRD)
Defines a full digital church management platform replacing paper-based records with centralized member, financial, ministry, and event modules.
LSS Search Quality Evaluation
Reports search quality metrics (NDCG, MRR, Recall, MAP) for BM25, embedding, and hybrid retrieval methods across synthetic and BEIR benchmarks.
API Documentation
Documents four REST endpoints for monitoring service health, activity logs, AI insights, and a Kestra webhook, plus data models and curl examples.
Commands to Run
Lists every shell command for data generation, goal generation, training, and loading policies in the deformable-ravens project, grouped by task type and Hz.
Unit02
Outlines a 9-hour academic unit on operations strategy with readings, lectures, and a graded writing activity.
Security & DevOps
Documents a defense-in-depth security model and DevOps pipeline for an IoT platform, covering authentication, RLS, scanning, CI/CD, and incident response.
Minimum guardrails for Government of Canada's cloud operationalization framework
Maps F5 BIG-IP hardening to 12 Government of Canada cloud guardrails with compliance notes and validation checklists.
App Excellence Playbook 🏆
Distills patterns from successful SaaS and consumer apps into a structured checklist for building polished, high-conversion products.
Jean-Pierre Niyibizi - Geotechnical Engineer Portfolio
Defines a PHP portfolio site with SQLite, admin CRUD, blog, and contact form for a geotechnical engineer.
Content Brief
Guides creation of a content brief through a structured process with quality checks and system integration.
review.ghostwriter
Reviews draft content against editorial guidelines and provides structured, actionable feedback to the author.
🎙️ Fluxo: O Que Acontece Quando Para a Gravação de Áudio
Documents two different flows for stopping audio recording in a meeting app, one automatic and one manual, with visual feedback and data generation.
Annex-K: AI Threat Modeling Template
Provides a structured template for documenting AI system threats, risks, and mitigations across model, infrastructure, data, and operational layers.
VaultGres Project Context
Documents the architecture, build commands, configuration, and development conventions for a Rust-based PostgreSQL-compatible RDBMS called VaultGres.
Service operations for Business Central online
Explains how Microsoft monitors, responds to, and continuously improves the Business Central online service, including incident management and deployment processes.
Very Very Important
Implements Google DeepMind's SELF-DISCOVER reasoning structure for complex problem-solving in two stages with precise documentation.
Healthcare Appointment Booking Assistant Risk Report - USA
Catalogues 14 risks for an AI healthcare booking assistant, maps them to STRIDE threats, and prioritises HIPAA-focused mitigations.
Phase 1 Test Implementation - Review Guide
Guides code review of 9 test files (250+ cases) for patient safety modules, with run instructions and expected outcomes.
Research Prep - 写作素材收集整理
Collects and structures first-hand research materials for technical blog writing, outputting a formatted Markdown file ready for a writing phase.
Windsurf — Message Processing Flow
Documents Windsurf's sequential message pipeline, context assembly, single LLM call, conservative one-at-a-time tool use, and a what-changed summary, and contrasts it with OSA's architecture.
Course syllabus
Lays out a 10-week remote Python oceanography course with assignments, grading, and COVID-era policies.
2Vect in Haskell - Linear algebra of types, 2-Vect,
Explores type-level matrices, monoidal categories, and the Kronecker product to model transition systems and vector spaces in Haskell.