grahama1970/agent-stack-public - 第 3 页

compliance-timeline

Chronological audit timeline of compliance changes from ArangoDB revision history

原文语言：英语

consume-book

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

原文语言：英语

consume-feed

Manage and run nightly ingestion of upstream feeds (RSS). GitHub and NVD support coming in Phase 2. Fetch updates, store summaries in ArangoDB, and integrate with Memory. Use this skill to "check for updates" or "add a new source" to the knowledge graph.

原文语言：英语

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…

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

consume-youtube

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

原文语言：英语

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.

原文语言：英语

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…

原文语言：英语

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…

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

create-architecture

Explain a module or codebase with source-grounded architecture diagrams. Read the implementation, choose the view that answers the question, then compose existing diagram skills. Use for system structure, dependencies, execution flow, lifecycle, and assurance…

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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).

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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…

原文语言：英语

create-evidence-case

Build structured evidence cases using Claims-Arguments-Evidence (CAE) trees. AGENT-DRIVEN composable orchestrator: the agent decomposes the question, calls existing skills for data collection and verification, then DECIDES the verdict. Python runner.py is a…

原文语言：英语

create-figure

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

原文语言：英语

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…

原文语言：英语

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.

原文语言：英语

create-icon

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

原文语言：英语

create-image

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

原文语言：英语

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…

原文语言：英语

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.

原文语言：英语

create-ksml

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

原文语言：英语

create-lut

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

原文语言：英语

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…

原文语言：英语

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…

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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.

原文语言：英语

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…

原文语言：英语

create-qras

Generate QRA (Question-Reasoning-Answer) pairs from controls, documents, or text. Three modes: native (framework definitions), relationship (crosswalk chains), standalone (documents).

原文语言：英语

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…

原文语言：英语

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.

原文语言：英语

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…

原文语言：英语