Skills in this repository
SkillsMP has collected 354 skills from grahama1970/agent-stack-public. Open a skill to review its source and details.
grahama1970/agent-stack-publicShowing 40 of 354 collected skills.
Train RVC models from artist names for vocals and instruments. Full pipeline: YouTube search, download, stem separation (via create-stems), preprocessing, training, and model indexing. Builds a library organized by category.
User-facing continuous datalake learning orchestrator. Watches a directory, runs review-pdf quality loops for PDFs, and ingests non-PDF assets into graph memory for multi-hop traversal.
Analyze movies to extract cinematographic techniques and store them in memory.
General-purpose timeout estimation skill. Trains dual models (duration regression + risk classification) from corpus data and observation feedback. Returns calibrated timeout predictions with confidence intervals for any task type.
Train RVC voice models from artist names. Full pipeline: YouTube search, download, stem separation, preprocessing, training, and model indexing. Builds a library of singing voices organized by category (voice/instrument).
Deterministic 6-layer process verification for AI self-improvement loops. Detects reward hacking, evaluator monkey-patching, and criteria drift via hash-chain audit trails, sealed grading (SHA256 + AST), Lean4 formal proofs, process conformance (embed intent…
Evaluate and compare LLM models for task-specific accuracy, cost, and latency. Find minimum viable model, side-by-side comparison, Agent-as-Judge verdicts.
Capture and package a local HTML page or localhost URL into one WebGPT-ready zip with screenshots, source/assets, and reports. Use when the user asks to bundle, zip, screenshot, capture, or upload a local page for WebGPT analysis.
Run one bounded executable harness for a scoped artifact: explorer -> coder -> checks -> code-reviewer -> repair until PASS, BLOCKED, or max attempts.
MEMORY FIRST - Query memory BEFORE scanning any codebase. Use when encountering ANY problem, error, or task. Call "recall" FIRST, then scan codebase only if nothing found. Triggers: "check memory", "recall", "have we seen", "remember how".
Mine real human CLI conversation transcripts into labeled training data for bridge/classifier improvement.
Iterative UI mockup generation via Gemini (multimodal) and Google Stitch. Gemini generates mockups from reference screenshots + text specs. Stitch SDK pulls/manages designs from Stitch web UI (text-only, no image input). /review-design scores quality,…
Continuous Claude Code process health monitor. Detects memory-leaked sessions, zombie headless agents, and runaway CPU usage. Fires Discord alerts and optionally auto-kills processes exceeding hard limits. Designed to run on a scheduler.
Continuous codebase health monitoring for all registered projects. Composes project-state, cleanup, ingest-code, quality-checks, skills-ci, dogpile research, and orchestrated fix verification.
CUSUM and Page-Hinkley statistical drift detection on sensor data streams
Monitor episodic archiver health and run nightly analysis pipeline. Health dashboard, failure patterns, session aging alerts. Nightly: archive + high-fidelity taxonomy + user profiling + lessons.
Monitor Herdr-visible Codex/Claude agent panes for stalled, blocked, unknown, or confused state, nudge genuinely stalled agents back to work with their repo, skill, and open tickets already resolved, and sweep stale disposable workspaces. Never re-asks an…
Nightly orchestrator that verifies the full memory pipeline is healthy. Composes existing skills (ops-arango, taxonomy, persona-journal, monitor-personas, assess, create-walkthrough) plus read-only code-projection checks across 8 tiers. Delegates lifecycle…
Nightly analysis of misuse_events collection to detect new patterns, propose corrections, and track skill health. Self-improving misuse guards.
Continuous Ollama health monitor with auto-restart. Detects hung runner processes (1000%+ CPU spin where /api/tags responds but /api/chat hangs). Runs the watchdog check and restarts Ollama if needed. Designed to run on a scheduler every 2 minutes.
Dashboard and monitoring tool for PDF harvesting and classifier training data preparation. Tracks downloads (Arxiv, MIC, Industry), batch classification, and image extraction progress.
Self-contained persona learning pipeline. Monitors ALL sources (YouTube, RSS, arXiv, Books, Movies, Music, Code), extracts QRAs, classifies into Intent/Persona streams, learns to memory with Federated Taxonomy, archives episodically, verifies edges, reflects…
Continuous Pi agent infrastructure health monitor. Checks the D-Bus daemon (embry-agent.service), scheduler daemon, scillm service, and scheduler job success rates. Detects crash-looping, stale jobs, and log bloat. Fires Discord alerts on failures. Designed…
Project Watchdog-composed nightly refresh of registered project knowledge plus a roundtable review of every skill amended during the day. Discovers project commits and amended skills from git history, builds an equal-context packet from /project-state,…
Nightly self-hack orchestrator and continuous security monitoring for embry-os. Four-tier probe system: T0 deterministic (Semgrep, pip-audit, gitleaks), T0.5 threat intelligence (consume-feed, social-bridge, dogpile), T1 OWASP LLM Top 10 analysis, T2 Docker…
Nightly skill and agent quality monitor that scans registered skills plus agents for best-practice violations, aspirational gaps, and trend drift. Produces per-target findings and an aggregate summarized report for tracking over time.
Continuous skill health monitoring with auto-drift correction. Runs every N minutes to ensure all projects have the newest skills. Never worry about skill drift again.
Continuous SPARTA quality monitor. Runs the 3-tier validation cascade alongside Stage 12 QRA generation — Tier 0 deterministic, Tier 1.5 trained GPT (via /assistant), Tier 2 Brandon (edge cases). Accumulates labels, auto-triggers /create-gpt training at 2000…
Three-tier cascade taxonomy quality monitor. Assesses whether Heart/Mind taxonomy tags and collection_tags on memory documents are CORRECT (not just present). Uses T0 heuristic → T1.5 classifier/GPT → T2 Brandon teacher cascade. Accumulates training labels…
Nightly workstation health monitor. Enforces "no artifacts on NVMe" rule, detects cache bloat, checks drive health, and alerts on threshold breaches. Composes existing ops-* skills — never reimplements their logic. Uses /analytics + /create-figure for visual…
Self-improving music creation convergence loop for Horus persona. Generates audio from annotated lyrics + piano roll spec, analyzes with MIR tools, scores the delta between spec and output, re-quantizes prompts, and iterates until convergence. Thin…
Automated data quality audit for SPARTA Explorer. Runs deterministic httpx checks against the Express API (localhost:3001) to verify all 6 ArangoDB collections have complete, non-placeholder data. Produces structured JSON findings with severity levels.
Use OpenCode serve child sessions as persistent, inspectable subagents. Use when proving or operating OpenCode subagents, child-session reuse, parent/child session maps, concurrent subagent fan-out, DAG-like task probes, SSE/event capture, or persistence…
Manage ArangoDB operations including backups with automatic retention, health checks, embedding gap detection, duplicate detection, and integrity verification. Works with local or containerized ArangoDB.
Buzz relay client for posting skill notifications, rendering Buzz-ready messages, querying recent channel messages, and checking Buzz CLI connectivity. Use when a skill needs to notify Buzz, post a morning report, inspect Buzz configuration, or prepare a Buzz…
Operate the Calendly integration for grahama.co: inspect Calendly API connectivity, generate safe public scheduling metadata, manage the CALENDLY_PAT GitHub secret, and plan real capacity holds for scheduling. Use for "calendly api", "calendly embed",…
Diagnose local Chatterbox or Chatterbox-Turbo TTS services, Docker containers, health endpoints, render receipts, paralinguistic tag handling, voice delivery capability fields, and Chatterbox caller misuse. Use when the user asks for ops-chatterbox,…
Manage Chutes.ai resources, tracking subscription quota and account balance. Integrates with scheduler to pause operations when quota is reached.
Claude Code maintenance, diagnostics, and usage analytics. Check inotify limits, clean caches, diagnose startup failures, manage skills directories, and track token usage, costs, and rate limit patterns across projects.
Check codebases against compliance frameworks (SOC2, GDPR, HIPAA, PCI-DSS). Generates compliance reports with pass/fail status and remediation guidance.