AI & ML

affaan-m Skill

Guides teams in adapting engineering processes, architecture, code review, and testing for high-volume AI-assisted code generation.

affaan-m Skill

Produces an evidence-backed inventory of live automations (jobs, hooks, connectors, MCP servers, wrappers) and recommends keep/merge/cut/fix-next actions before rewriting anything.

affaan-m Skill

Audits ECC Tools GitHub App for cost issues like runaway PR creation, quota bypass, premium-model leakage, and duplicate jobs, using an evidence-first workflow.

affaan-m Skill

Operate long-lived agent workloads with observability, security boundaries, and lifecycle management.

affaan-m Skill

Scans legacy codebases to extract implicit coding conventions across architecture dimensions, resolves conflicts interactively, and generates an enforceable style rules file.

affaan-m Skill

Provides an adaptive methodology for adding machine learning models to existing codebases, covering problem framing, data readiness, architectural decoupling, and baseline model integration.

affaan-m Bundle

Rates an agent's own output on five axes — accuracy, completeness, clarity, actionability, conciseness — producing a structured scorecard with evidence and improvement suggestions.

affaan-m Skill

Prevents AI-introduced regressions with sandbox-mode API testing, automated bug-check workflows, and patterns that catch blind spots where the same model writes and reviews code.

affaan-m Skill

Design task-local harnesses, eval gates, and reusable skill extraction for adaptive agent workflows.

antigravity Skill

Fetch any X/Twitter post as clean LLM-friendly JSON, converting x.com, twitter.com, or adhx.com links into structured data with full article content, author info, and engagement metrics.

antigravity Skill

Design, simulate, and run quantum circuits on quantum computers and simulators using Google's Cirq framework.

antigravity Skill

Keeps AI coding agents tightly scoped to only change what the user explicitly requested, using the simplest viable solution and asking before expanding scope.

antigravity Skill

Convert human-written CLAUDE.md files into a structured label format that AI models follow more reliably using fewer tokens.

antigravity Skill

Orchestrates AI/ML workflows for building LLM applications, RAG systems, AI agents, and ML pipelines with observability and security.

antigravity Skill

Build real-time voice and multimodal AI applications using Pipecat and Daily, covering pipeline architecture, AI service integration, and transport options.

antigravity Skill

Designs and orchestrates multi-agent AI teams using the CrewAI framework, covering agent roles, task decomposition, crew processes, memory, and flows.

antigravity Skill

Generates images using Google Gemini's image generation model for UI placeholders, documentation, and design assets.

antigravity Skill

Automates job search, auto-apply, resume generation, application tracking, salary intelligence, and recruiter outreach via the JobGPT MCP server.

antigravity Skill

Build, optimize, and execute quantum circuits using Qiskit on simulators or real quantum hardware from IBM, IonQ, and Amazon Braket.

antigravity Skill

Analyze single-cell RNA-seq data using Scanpy, including quality control, normalization, clustering, marker gene identification, and visualization.

antigravity Bundle

Move issues and external pull requests through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.

antigravity Skill

Compact the current conversation into a handoff document for another agent to pick up, including suggested skills and references to existing artifacts.

antigravity Skill

Provides guidance and code for production AI workflows including RAG pipelines, vector databases, embedding indexing, prompt engineering, cost estimation, semantic caching, and quality evaluation.

antigravity Skill

Build cross-platform AI chat interfaces with Makepad using MolyKit, including async utilities, chat widgets, and OpenAI-compatible client integration.

antigravity Skill

Create publication-quality statistical graphics from tabular datasets with minimal code, supporting multivariate analysis, statistical estimation, and complex multi-panel figures.

antigravity Bundle

Ingest, index, search, and edit video and audio from files, URLs, live streams, or desktop sessions with timestamps, subtitles, overlays, and real-time alerts.

antigravity Skill

Provides expertise in Langfuse for LLM observability, including tracing, prompt management, evaluation, and integration with LangChain, LlamaIndex, and OpenAI.

antigravity Skill

Create, manipulate, and analyze complex networks and graphs using the NetworkX Python package.

antigravity Bundle

Search, query, inspect, create, and import data into Weaviate vector database collections using official scripts and references.

antigravity Skill

Creates and maintains minimal, high-signal AGENTS.md files for AI coding agents, enforcing research-backed best practices for concise agent documentation.

antigravity Skill

Provides Python tools for biological computation, including sequence manipulation, file I/O, database access, structural bioinformatics, and phylogenetics.

antigravity Skill

Generates a step-by-step construction plan from a one-line objective, where each step is self-contained and executable by a fresh agent in a new session.

antigravity Skill

Runs a structured clarifying interview for new project requests before building, then outputs a fully specified prompt.md for a fresh agent session to execute.

antigravity Bundle

Run Bumblebee supply-chain inventory and exposure scans on macOS/Linux to detect compromised packages, extensions, and MCP host configs.

antigravity Skill

Convert text to speech and speech to text using fal.ai audio models.

antigravity Skill

Provides expert guidance on modern Julia 1.10+ development, covering performance optimization, multiple dispatch, tooling, testing, and production-ready practices.