grahama1970/agent-skills - Page 4

consume-midi

Search and retrieve MIDI fragments from the library for arrangement composition. The library is populated from reference songs: /consume-music finds songs → /learn-artist downloads + separates stems → /review-music analyzes → /create-midi to-spec converts…

consume-movie

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.

consume-music

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.

consume-youtube

Search and annotate YouTube transcripts already ingested by /ingest-youtube. Supports per-channel indexing and Horus notes with /memory integration.

context7

Fetch up-to-date library documentation from Context7 API. Use when user asks "how do I use this library", "show me docs for", "library documentation", "API reference for", or needs current documentation for any code library.

conversation-lab

Self-improving conversation convergence loop for SPARTA stress tests. Diagnoses unsatisfied sessions, re-runs until personas say satisfactory, outputs structured JSON for /assess consumption. Use when conversation quality is low, sessions are partial, or you…

converse

Real-time two-way voice conversation with persona. Full-duplex audio via PersonaPlex (Moshi-based) with barge-in, backchannels, emotional state tracking, humming (Federated Taxonomy-driven song selection from /consume-music, episodic memory, and dream…

corpus-report

Report on the continuous PDF extraction learning system. Shows corpus statistics, S00/S04 section estimation quality, failure patterns, pipeline bottlenecks, and trends over time. Reads manifest.jsonl and pattern_registry.json from the 12TB extractor corpus.

create-annotated-pdf

Generate annotated PDFs from extraction pipeline run data. Overlays color-coded bounding boxes (text, tables, figures, equations) from S02/S05/S06 onto the original PDF. Supports single PDF, run directory, batch from blacklist, and interactive review server.

create-cast

Multi-round character casting orchestrator for the Horus movie pipeline. Extracts characters from scripts, discovers reference actors, generates identity images, and assigns voices. Runs as Phase 2.5 in create-movie.

create-classifier

Train task-specific classifiers for the extractor pipeline. Supports vision, text, and hybrid classifiers with GRPO training and execution feedback. Includes data collection, confidence-based routing, and shadow deployment.

create-code

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-context

Generate comprehensive CONTEXT.md for agent handoff. Captures current state, decisions, lessons learned, and next steps so another agent can continue with zero prior context.

create-design-board

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.

create-design

Start and manage a research-backed UX/design collaboration loop from a natural language design request to brief, references, mockups, structured human review, ux-lab implementation, screenshot/CDP proof, reviewer acceptance, and memory learning. Use when the…

create-figure

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

create-gpt

Train task-specific small GPTs (0.5B-1.7B) for Tier 1.5 inference. Supports QLoRA SFT, GRPO with pluggable rewards, Karpathy microgpt from-scratch training, Optuna HP search, iterative self-improvement with holdout gates, and GGUF export for production…

create-gsn-diagram

GSN (Goal Structuring Notation) diagrams + OMG SACM 2.2 XML export from compliance graph. Supports taxonomy context mapping (Mind tags → SACM Context nodes), OSCAL evidence linking, and Lean4 proof references.

create-icon

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

create-image

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

create-intent-map

Train LoRA intent mappers for structured query generation using GRPO with execution feedback. Uses DeepSeek-R1-Distill-Qwen-7B as base model. Supports SFT warmup, GRPO training with ArangoDB rewards, and iterative improvement with automatic retry on eval…

create-journal-entry

Nightly journal entry creation for all personas. Wraps persona-journal generation with dream pipeline integration -- journal entries feed into create-movie dream residue and dreams feed back into future journals.

create-ksml

Convert project manifests into Kling Shot Markup Language (KSML) for video generation.

create-lut

Generate or bake cinematic 3D LUTs (.cube) from reference/source pairs or presets.

create-midi

Compose MIDI arrangements and convert between JSON spec and MIDI files. Two modes: 'compose' uses LLM (via /prompt-lab prompt) to create a full arrangement from annotated lyrics + reference MIDI fragments + heart tags. 'from-spec' and 'to-spec' are mechanical…

create-mockup

Canonical front door for design creation and redesign. Routes new mockups, multi-model bakeoffs, design improvement, and ship-stage verification through mockup-lab, ask, review-design, create-image, ux-lab, best-practices-react, and test-interactions instead…

create-movie

Orchestrated movie creation for Horus persona. Guides through phases: Research → Script → Build Tools → Generate → Assemble. Uses Docker-isolated coding environment, free/open-source tools only, with full memory integration.

create-music

AI-assisted music creation for Horus persona. Voice conversion (RVC) and music generation (MusicGen/AudioCraft). Stem separation uses create-stems skill. Local-first with GPU acceleration.

create-paper

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-pdf-fixture

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-peer-review

Automated peer review of research papers using Shadow-LEGO's self-improving cascade. Multiple fictional reviewer personas score papers against arxiv exemplars on standard rubrics (soundness, novelty, clarity, significance, presentation). The cascade learns…

create-persona

Deliberate persona creation for client modeling, expert profiles, and stakeholder mapping. Integrates with /interview for collaborative creation and /ask for knowledge enrichment. Supports Theory of Mind (BDI), voice training, and simulacrum validation.

create-react-designs

Create production-grade React/Tailwind/ShadCN designs with a multi-persona feedback loop. Generates "ready to connect" front-ends, uses a Persona Council (Simulacrum + Taxonomy) to critique designs, consults experts if confidence is low, and iterates until…

create-regressor

Train task-specific regression models from tabular data. Supports linear, ridge, lasso, gradient boosting, random forest, and XGBoost. Auto-selects best model via cross-validation. JSONL/CSV input, joblib output.

create-report

Create project-aware evidence reports and report UIs from a given project, surface, artifact, or question. Use when the user asks to create a report, HTML/CSS report, project status report, page-purpose report, implementation/readiness report, source-of-truth…

create-score

Generate scene-specific music using ACE-Step 1.5 via Dockerized FastAPI. Supports reference audio for theme continuity across scenes. Integrates with Federated Taxonomy (HMT) for multi-hop graph traversal in /memory.

create-sentence-markup

Grammarly-like sentence decomposition with NVIS confidence colors. Decomposes question text into annotated fragments showing which entities resolved, which are misspelled, which are fabricated, and which are unknown. Composes /extract-entities for grounding…

create-sound-design

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 pipeline mode.

create-stems

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.

create-story

Creative writing orchestrator for Horus persona. Multi-phase workflow: Initial Thought → Research (movies, books, memory, past) → Dogpile Context → Iterative Writing (2-3 drafts with critiques). Supports all formats: short stories, screenplays, podcast…