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Total Recall - Autonomous Memory
Productivity
An LLM observer that compresses conversations into prioritized notes, consolidates automatically, and recovers missed sessions. Zero maintenance, no database.
Author Nx Migration
Development
Author or scope a first-party Nx migration. Use whenever code removes, renames, or deprecates options/flags/executors/generator-schema fields, changes a default, or bumps a dependency.
Drafting Release Notes for piinuts/gaze
Documentation
Use this skill to draft or rewrite GitHub release notes for piinuts/gaze, gaze-lens, or gaze-laravel, following a curated narrative voice with TL;DR, highlights, known limitations, adopter notes, and a North-Star tie.
Instantly Multi-Environment Setup
Development
Configure Instantly.ai across development, staging, and production environments. Use when setting up multi-workspace deployments, isolating test from production, or managing per-environment API keys and webhook endpoints.
AppExchange Security Review Patterns – FlexibleTeamShare
Security
Salesforce AppExchange Security Review patterns for 2GP managed packages. Real rejection lessons: per-field FLS enforcement, server-side authorization required.
Transfer Learning Model Adapter
Data & AI
Automates the adaptation of pre-trained models using transfer learning, including fine-tuning, data validation, and performance optimization. Helps when fine-tuning a model on a new dataset or adapting it for a specific task.
Init - Project Setup
Development
Initialize a new project with the standard directory structure, PROJECT_SUMMARY.md, workflow.json, git repo, and gitignore.
Save session context
Productivity
Updates task tracking (tk) and AI documentation files (ai/) to persist session state. Logs findings, marks tasks complete, creates new tasks, then updates status, design, decisions, and sprint files. Helps capture progress before context switches or session end.
Project Development Methodology
Development
Design and build LLM-powered projects from ideation through deployment. Use when starting new agent projects, choosing between LLM and traditional approaches, or structuring batch processing pipelines.
Documentation Writer
Documentation
Generates API documentation, README files, and updates docstrings. Follows standards like Google, NumPy, or Sphinx. Helpful for maintaining clear, concise, and up-to-date code documentation.
AWS Lambda Canary Deployment Setup with CDK
DevOps
Step-by-step guide to set up progressive canary deployments for AWS Lambda using CDK TypeScript, including Lambda versions and aliases, CloudWatch alarms for automatic rollback, and CodeDeploy deployment groups for traffic shifting. Ideal for production workloads requiring zero-downtime deployments and automatic failure recovery.
Data Dashboard Design
Data & AI
Design effective data dashboards with proper KPI hierarchy, chart type selection, and interactive features. Helps organize metrics for different audiences.