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PROJECT TASK LIST
Breaks a food security data portal build into 15 foundation tasks, 4 launch phases, and 3 growth phases with owners and durations.
Sensitive Data Masking in Logs
Defines a logging system that automatically redacts sensitive fields and values from application logs while preserving debug usefulness.
AegisAI β 90-Second Demo Video Script
Structures a 90-second product demo video with timed segments, script, visuals, and emotional hooks for parents and studios.
Critical Security Flaws Analysis
Documents 11 security flaws in an SP1 DeFi settlement system, rating severity and providing fixes for each.
Clinical Trials Lookup
Searches ClinicalTrials.gov for study contacts and exports them to CSV, Google Sheets, REDCap, or JSON, with batch processing and email prioritization.
Document: ebook.docx
Introduces insurance agency owners to cybersecurity basics, common threats, and practical defenses in a non-technical, humorous style.
π£ VITYAZ Development Roadmap
Maps a six-phase play-to-earn FPS development plan from MVP through esports, with milestones, metrics, and financial projections.
HW5
Scores two student project repositories against a 100+ item rubric covering team workload, documentation, testing, licensing, and release practices.
NX-EDITOR8 AI AGENTS FLOW
Documents a three-agent LangChain pipeline that validates, analyzes, and generates video scenes from Kafka content sources.
Sub-Agent Architecture Roadmap
Specifies 24 sub-agents (7 existing, 17 new) for an agentic SEO system, with triggers, responsibilities, inputs, outputs, and dependencies for each.
Mapping information, conducting threat modelling and managing risk
Provides a 75-minute workshop plan for mapping information assets, assessing risk via likelihood and impact, and researching relevant threats.
π Development Notes
Documents bugs, design decisions, and agent flow for a chatbot backend using Gemini, Pinecone, and a plugin system.
GitHub Actions CI/CD Pipeline
Defines GitHub Actions workflows for testing, building, and deploying a Vite app to Vercel with analytics.
Worship Slide Deck Song Catalog β Extraction + Catalog Pipeline (Spec)
Specifies a Python pipeline that extracts song metadata from worship PPTX slide decks, stores it in SQLite, and generates CCLI copy reports for a date range.
Persona Agent Changes
Extends an OpenAI CUA sample app with a persona-driven testing agent that accepts instructions and scenarios as command-line arguments.
Alice β emergente Monetarisierungs-Strategin
Defines a German-speaking AI persona that iterates through monetisation experiments using a c^c loop, audit gates, and an evidence ledger.
AI Research Assistant Usage Guide
Guides researchers through installing and using a tool that combines knowledge graphs, semantic search, and AI agents for paper analysis.
Prompt Evaluation Quickstart
Evaluates and compares prompt variations for sentiment classification using a RAGAS quickstart template.
π¨ Creative Brief: Beyond Earth
Transforms NASA's public APIs into a cinematic marketing narrative with scroll-triggered storytelling, interactive galleries, and a 3D Earth view.
Identity
Defines Kiro's identity, autonomy policy, and manual workflow rules for spec-driven development without MCP tools.
Requirement:
Walks through installing and configuring the n8n MCP server in VS Code, then using it to generate n8n workflows via AI prompts.
Ask Questions About Honda Manuals (Cost-Optimized)
Defines a cost-optimized workflow that answers questions about Honda motorcycle manuals using selective Function Calling to reduce token usage and API costs.
Territory Walker - Geospatial Tracking Application
Defines a geospatial tracking app with path recording, area claiming, and circle completion using React, Express, PostgreSQL, and Leaflet.
Antigravity Context: Performant Villa Booking System
Defines a senior Rust engineer persona, monorepo layout, tech stack, and performance constraints for a villa booking system on GCP Cloud Run.