AI Agent Workflow Collection

Manage ArangoDB operations including backups with automatic retention, health checks, embedding gap detection, duplicate detection, and integrity verification. Works with local or containerized ArangoDB.

Pre-flight validation and quality gates for batch LLM operations. ACTUALLY tests samples through LLM before burning tokens. Uses SPARTA contracts for DuckDB validation queries. Integrates with task-monitor for enforced quality gates.

Generate post-run analysis reports for batch processing jobs. Analyzes manifests, timings, and failures to produce comprehensive markdown reports. Optionally sends to agent-inbox for cross-project communication.

Red vs Blue team security competition orchestrator. Runs long-running overnight battles with 1000s of interactions, scoring, and insight generation.

Run code snippets in 30+ programming languages including JavaScript, Python, TypeScript, Java, C, C++, Go, Rust, Ruby, PHP, and more. Use when the user wants to execute code, test algorithms, verify output, run scripts, or check code behavior. Supports both interpreted and compiled languages.

Search and annotate ingested books. Supports markdown/text files and EPUBs, tracks reading position, and stores Horus notes in memory.

Search and extract clips from ingested movies. Query SRT subtitles, extract video clips at timestamps, and track Horus notes on scenes. Use after /ingest-movie has processed content.

Search and annotate music from ingested YouTube history. Uses Horus Music Taxonomy (HMT) for bridge-based memory integration. Enables episodic associations linking music to lore events.

Orchestrate the end-to-end coding process for the Horus persona. Composes research (/dogpile), isolated execution (/battle), structured implementation (/task, /orchestrate), and brutal code review (/review-code).

Create publication-quality figures, charts, and diagrams. Multi-backend: Graphviz, Mermaid, NetworkX/D3, matplotlib, plotly, seaborn. 50+ visualization types for any domain.

Create icons for Stream Deck or other uses. Fetches from web, resizes to 72x72, creates white/active states.

Create images using AI generation (FLUX.1-schnell, Ollama), Mermaid diagrams, or placeholders. Supports multiple backends with automatic fallback.

Orchestrate paper writing from project analysis. Composes assess, dogpile, arxiv, and review-code skills. Interview-driven workflow with frequent human collaboration to resolve ambiguity and validate each stage.

Create complete PDF test fixtures combining ReportLab tables and AI-generated images. Orchestrates create-table and create-image skills. Creates PDFs designed to test/expose extractor bugs.

Create a single user story outside of a full epic breakdown. Use when the user says 'create a story', 'add a story', or 'I need a new story for X'.

Transform screenplay output from /create-story into animatics with camera framing, visual panels, and timing. Highly collaborative - the skill acts as a creative cinematographer, making suggestions and asking questions throughout the process. Integrates with /memory for learned techniques.

Create PDF tables using ReportLab Table class for proper structure detection. Creates tables that Marker and other extractors can parse. Use when you need detectable tables in PDFs.

Automated URL fetch failure handling with strategy exhaustion, memory learning, and human-in-the-loop recovery. Use when fetches fail and you need intelligent retry, pattern learning, and human collaboration.

Automated PDF failure analysis and fixture generation. Takes failed PDF URLs, identifies breaking patterns, and generates minimal fixtures via fixture-tricky for regression testing. Supports batch mode and combined stress test generation.

Discover new books using OpenLibrary API with Federated Taxonomy integration. Recommends books based on subjects, authors, and HMT bridge attributes. Can be invoked via /dogpile books.

Discover new movies using TMDB API with Federated Taxonomy integration. Recommends movies based on genres, directors, and HMT bridge attributes. Can be invoked via /dogpile movies.

Discover new music using MusicBrainz and ListenBrainz APIs. Recommends music based on Horus taste profile and HMT bridge attributes. Can also be invoked via /dogpile music.

Convert any document (PDF, URL, text) into Question-Reasoning-Answer pairs with a document summary. Stores to memory for later recall.

Deep research aggregator that searches Brave (Web), Perplexity (AI), GitHub (Code/Issues), ArXiv (Papers), YouTube (Videos), and Wayback Machine simultaneously. Provides a consolidated Markdown report with an ambiguity check and Agentic Handoff.