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Check codebases against compliance frameworks (SOC2, GDPR, HIPAA, PCI-DSS). Generates compliance reports with pass/fail status and remediation guidance.
Audio stem separation using Demucs (4-stem or 6-stem) and optional UVR ensemble. Uses the Python API entrypoint for clean error handling. GPU-accelerated, local-first.
Multi-modality classifier training lab. Train, evaluate, and deploy vision, text, and tabular classifiers using state-of-the-art backbones.
Create images using AI generation (FLUX.1-schnell, Ollama), Mermaid diagrams, or placeholders. Supports multiple backends with automatic fallback.
Scan and optionally fix all skills under .pi/skills using best-practices-* rules, with safe worktree branch fixes and sanity/test gating.
Three-tier cascade taxonomy quality monitor. Assesses whether bridge_attributes and collection_tags on memory documents are CORRECT (not just present). Uses T0 heuristic → T1.5 classifier/GPT → T2 Bra...
Comprehensive SPARTA dataset assessment driven by Brandon Bailey persona. Unified skill merging review-sparta (final assessment) and reality-check-sparta (iterative self-correction). Brandon can /dogp...
LLM completions (text and VLM) via scillm/Chutes.ai. Two main patterns: (1) VLM for image/figure/table description, (2) Text for batch extraction, summarization, JSON extraction. Also supports Lean4 t...
Ingest codebases for CWE scanning and knowledge extraction. Scans source files, extracts taxonomy tags, and stores CWE mappings in /memory. Designed to run as a /scheduler job for living document upda...
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 com...
Monitor long-running tasks with Rich TUI and HTTP API. Includes scheduler integration and auto-restart.
Task execution with quality gates. Executes tasks from markdown task files (0N_TASKS.md) with preflight checks, per-task quality gates, pause/resume, and multi-backend support (Pi, Claude Code, Codex)...
Discover actors and reference talent via TMDB API with HMT taxonomy. Find actors by name, filmography, or bridge attributes. Used by create-cast for character reference discovery.
Aggregate security content from Telegram public channels and X/Twitter accounts, forward to Discord webhooks, and persist to graph-memory. Uses Telethon (MTProto) for Telegram, surf browser automation...
Generate and maintain iterative design boards from image directories. Composite PNG grids, markdown boards with size previews, round tracking, and side-by-side comparison tables.
Orchestrate sound effects (SFX) selection and placement per scene. Integrates with sfx-catalog for library access and memory for learning. Multi-round collaborative workflow with auto-approve for pipe...
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