Progressive-disclosure instructions an agent loads on demand. Cheap until invoked, which is why the per-session figure on each card is usually two digits.
Analyzes customer support chats, tickets, and messages to compute satisfaction metrics, detect frustration, score response quality, predict churn risk, and suggest the best next action. Use when given support conversations, customer messages, WhatsApp threads, or tickets and asked to evaluate, score, improve, or act…
Fix PHPStan static analysis errors by adding type annotations and PHPDocs. Use when encountering PHPStan errors, type mismatches, missing type hints, or static analysis failures. Never ignores errors without user approval.
Apply design engineer judgment, the role that owns the shipped result rather than a handoff: decide the intent before the pixels, name the defaults you are rejecting, build hierarchy from space and weight before size, treat copy and accessibility as part of the interface, ask whether something should animate before…
Audit one or more existing Kestra flows and add production-hardening controls — retries, timeouts, concurrency limits, error/finally/afterExecution handlers, SLAs, checks, and idempotency guards. Produces a severity-ranked findings report, then applies confirmed edits. Use when users ask to harden, audit, review, or…
Use when defining, validating, or pressure-testing an Ideal Customer Profile. Symptoms — selling to everyone, unclear disqualifiers, no scoring rubric, inconsistent lead quality, wasted outreach on bad-fit prospects.
Fine-tune and align LLMs locally with HuggingFace Trainer, TRL, PEFT. Use when configuring TrainingArguments, applying LoRA or QLoRA, running SFT/DPO/GRPO alignment, estimating VRAM requirements, debugging OOM errors, or setting up gradient checkpointing.
A command-line tool for controlling a web browser without a visible window. It can open pages, inspect their accessibility structure, interact with forms, take screenshots, create PDFs, and run JavaScript.
Decision-lock workflow for complex features. Asks targeted domain-specific questions, locks scope, and writes a CONTEXT.md that downstream skills consume. Auto-invoked when a feature touches 3+ files across 2+ concerns, or manually via /discuss.
AI-powered music research with 92+ tools across 17 sources — MusicBrainz, Bandcamp, Discogs, Genius, Last.fm, Wikipedia, and more. Influence tracing, track verification, playlist building, and publishing.
A demonstration of the structcli library with beautiful CLI features. Use when you need to: display logs for a service, optionally streaming with --follow, demonstrate that flagpreset aliases are syntactic sugar and still flow through transform and validate, start the server with the specified configuration, print…
Score way matching (embedding and BM25), analyze vocabulary, and validate frontmatter. Use when testing how well a way matches prompts, checking cosine similarity or BM25 scores, inspecting the embedding engine status, or validating way files.
Assistente especializado em Imposto de Renda Pessoa Física (IRPF) Brasil — ciclo 2026, ano-base 2025. Use quando o usuário mencionar "IRPF", "Imposto de Renda", "declaração de IR", "malha fina", "DARF", "REVAR", "Cashback IRPF", "pré-preenchida", "Núcleo Familiar", "restituição IR", "bets imposto", "ComprovaBet"…
A market-data analysis tool for Chinese, Hong Kong and US stocks, plus cryptocurrencies. It retrieves prices, financial data, technical indicators and other market information through a command-line interface.
Manage tasks, projects, areas, headings, and tags in the Things 3 macOS app via a local CLI (list Inbox/Today/Upcoming/Anytime/Someday/Logbook, search, create/update/complete/cancel items, open items in Things). Use when Codex needs to manage Things 3 on macOS.
Use when working in Xu Zilong academic projects with Data/Program/Results/Manuscripts/Submissions and needing stable interfaces between generated results, hand-edited manuscript inserts, and submission artifacts.
Use this skill whenever working with QuestDB — a high-performance time-series database. Trigger on any mention of QuestDB, time-series SQL with SAMPLE BY, LATEST ON, ASOF JOIN, ILP ingestion, or the questdb Python/Go/Java/Rust/.NET client libraries. Also trigger when writing Grafana queries against QuestDB, creating…
Use when user asks to trade stocks, check portfolio positions, view market data quotes or history, or manage IBKR gateway connection. Triggers on buying, selling, orders, positions, portfolio, stock prices, PnL, or IBKR mentions.
Phân tích & vận hành Haravan e-commerce qua MCP — doanh thu, đơn hàng, tồn kho, khách hàng, sản phẩm, COD, RFM, scorecard. Kích hoạt khi người dùng hỏi bất kỳ điều gì liên quan đến: Haravan, cửa hàng, doanh thu, đơn hàng, tồn kho, khách hàng, sản phẩm, COD, RFM, catalog, scorecard, hoặc thao tác trên store.
Write AI-facing descriptions for Acumatica Generic Inquiries and their result columns, grounded in the GI's own design metadata (tables, joins, WHERE conditions, result columns) rather than guessed from names. Use this whenever curating which GIs an AI assistant or MCP server may query, filling UsrAIDescription /…
Indicator pivoting methodology — how to use one known indicator to discover related infrastructure across the IOC graph. Decision tree by indicator type with concrete /lookup- commands per pivot, a worked multi-hop example, pivot-quality scoring, and routing into the rigor pipeline. Use when the user asks "what else…
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originalMIT
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