Persona-driven datalake quality assessment with Margaret Chen (Pratt & Whitney) and Jennifer Cheung (NIWC Pacific). Dynamic annealing thresholds, batch review, and /ask consult integration.
Quellsprache: Englisch
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SkillsMP hat 341 Skills aus grahama1970/agent-stack-public gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
grahama1970/agent-stack-publicEs werden 40 von 341 gesammelten Skills angezeigt.
Persona-driven datalake quality assessment with Margaret Chen (Pratt & Whitney) and Jennifer Cheung (NIWC Pacific). Dynamic annealing thresholds, batch review, and /ask consult integration.
Quellsprache: Englisch
Extract one local document through the canonical Extractor application command. Use when the user says "extract this", "extract pdf", "convert to markdown", "parse this file", "process document", or provides a document.
Quellsprache: Englisch
Stage cleaned chapter text and extract quote-grounded minimal fact/QRA candidates from source text or primary/context chunks, with streaming model calls, retries, validation, and durable artifacts.
Quellsprache: Englisch
Fetch web pages, PDFs, and documents with automatic fallbacks and content extraction. Use when user says "fetch this URL", "download this page", "crawl this website", "extract content from", "get the PDF", or provides URLs needing retrieval.
Quellsprache: Englisch
Iterative visualization development lab for /create-figure. Compose novel D3 visualizations from primitives (marks, scales, encodings), test rendering, evaluate against user intent, and promote successful compositions to /create-figure as first-class…
Quellsprache: Englisch
Generate adversarial PDF content that breaks extractors. Creates false-positive tables, malformed tables, cursed text, and layout traps. Extensible registry for adding new edge cases discovered from real-world PDFs.
Quellsprache: Englisch
Convert natural language requests into verifiable formal specs using interview loops.
Quellsprache: Englisch
Ensure movie subtitles exist and are verified on disk. Use when the user says get subtitles, download subtitles, verify English SRT, ask Bazarr for subtitles, ensure movie subtitles, or find subtitle-backed movie candidates.
Quellsprache: Englisch
Deep GitHub repository and code search. For implementation research, uses the sibling brave-search skill to discover candidates, ranks them by requested criteria, stars, and relevance, clones the leaders to /tmp, verifies a detected entry point, then locates…
Quellsprache: Englisch
Read-only goal-drift auditor. Holds each project's immutable goal as a typed record derived only from real human prompts, inspects what the project actually produced (tickets first, then artifacts, commits, and absences), and labels every action SERVES_GOAL,…
Quellsprache: Englisch
Turn vague, drifting, long-running, overnight, or repeatedly failing work into a proof-driven Codex goal with one primary proof command or artifact, explicit completion criteria, a bounded retry limit, operational status snapshots, and fail-closed stop…
Quellsprache: Englisch
Enforce a deterministic pre-plan self-improvement loop before /plan. Use when a task needs proof that the agent read the relevant files, resolved confusion through /interview or /dogpile, and can show a transparent understanding report before creating an…
Quellsprache: Englisch
Benchmark and compare small GPTs for task-specific inference. Tests base, fine-tuned, and prompted models against shared eval datasets. Finds minimum viable model, compares fine-tuned vs prompted, and generates reports.
Quellsprache: Englisch
Handoff skill to assess project state and provide context for a new agent. Uses /assess logic to identify doc-code gaps, broken features, and next steps.
Quellsprache: Englisch
Persona humming pipeline. Downloads songs, separates vocals, converts to persona voice via RVC, and caches for playback during idle conversation. Orchestrates: /ingest-youtube, /create-stems, /learn-artist, /create-music.
Quellsprache: Englisch
Process audiobooks from the inbox: transcribe to text and organize audio for voice training. Part of Horus's learning pipeline.
Quellsprache: Englisch
Manage book library via Readarr, search for books, and monitor downloads. Handles service health checks and API interactions. Part of Horus's learning pipeline.
Quellsprache: Englisch
Ingest codebases into /memory for knowledge extraction and CWE scanning. Phase 1 extracts functional knowledge (module docstrings, function signatures, class hierarchies, markdown docs) via Python AST. Phase 2 scans for CWE mappings via /taxonomy. Designed to…
Quellsprache: Englisch
Single-command compliance document ingestion pipeline. Chains extractor → cui-marker → doc2qra → taxonomy → memory for defense/compliance PDFs. Handles NIST, CMMC, DISA STIG, and ITAR documents end-to-end.
Quellsprache: Englisch
Single-command document ingestion pipeline. Chains extractor → cui-marker → doc2qra → taxonomy → memory for PDFs and documents. Handles compliance, research, and general documents end-to-end.
Quellsprache: Englisch
Ingest Kindle books and highlights into the library pipeline. Parses My Clippings.txt, converts .epub/.mobi/.azw3 to text, and outputs to ~/clawd/library/books/ for downstream QRA extraction.
Quellsprache: Englisch
Locate NZBGeek releases with subtitle-rich movie files, auto-tag rage/anger/humor cues, and emit PersonaPlex-ready JSON for Horus Theory-of-Mind benchmarks.
Quellsprache: Englisch
Thin wrapper around the SPARTA pipeline project (79K LOC Python). Runs pipeline steps, checks status, runs tests, launches Explorer UX. The real code lives at ~/workspace/experiments/sparta/src/sparta/pipeline/ — this skill is an interface, not a…
Quellsprache: Englisch
Training-only datalake corpus acquisition and coverage balancer. Assesses sector/file-type coverage, plans gap-filling URL manifests, and runs fetcher downloads into approved training corpus roots.
Quellsprache: Englisch
Ingest an entire website into /memory as a RAG resource. Chains /fetcher (crawl + render JS pages) → /extractor (structured extraction) → /doc2qra (extract QRAs) → /taxonomy (bridge tags) → /memory (store). Supports image download and local file output.
Quellsprache: Englisch
Extract transcripts from YouTube videos. Use when user says "get transcript", "transcribe this video", "what does this YouTube video say", "extract captions", "youtube transcript", or provides a YouTube URL and wants the text content.
Quellsprache: Englisch
Ingest YouTube and YouTube Music watch history from Google Takeout exports. Builds music taste profile for Horus persona with /memory integration.
Quellsprache: Englisch
Intent classification and mapping for natural language commands. Uses unsloth/transformers for ML-based intent detection with ArangoDB storage.
Quellsprache: Englisch
Structured human-agent Q&A via HTML or TUI forms. Wizard-style interface with tabbed navigation, numbered options with descriptions, automatic "Other" option, and image support. Mirrors Claude Code's AskUserQuestion UX.
Quellsprache: Englisch
Retrieval-augmented Lean4 proof generation with self-improving lab. Queries 94k+ exemplars from DeepSeek-Prover V1+V2, uses hybrid search (BM25 + semantic + graph), generates via Claude, compiles via lean-interact (20 parallel silos), retries on failure. Lab…
Quellsprache: Englisch
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.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Analyze movies to extract cinematographic techniques and store them in memory.
Quellsprache: Englisch
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.
Quellsprache: Englisch
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).
Quellsprache: Englisch
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…
Quellsprache: Englisch
Evaluate and compare LLM models for task-specific accuracy, cost, and latency. Find minimum viable model, side-by-side comparison, Agent-as-Judge verdicts.
Quellsprache: Englisch
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.
Quellsprache: Englisch
Run one bounded executable harness for a scoped artifact: explorer -> coder -> checks -> code-reviewer -> repair until PASS, BLOCKED, or max attempts.
Quellsprache: Englisch
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".
Quellsprache: Englisch