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Know when your AI breaks in production. Use when you need to monitor AI quality, track accuracy over time, detect model degradation, set up alerts for AI failures, log predictions, measure production …
Guidance for implementing differential cryptanalysis attacks on FEAL (Fast Data Encipherment Algorithm) and similar block ciphers. This skill should be used when tasks involve recovering round keys, i…
RICE prioritization per Story with market research. Generates consolidated prioritization table in docs/market/[epic-slug]/prioritization.md.
Deeply initialize the web novel project. Collect complete creation information through phased interactions, generating a project framework and constraint documents that can directly enter planning and…
Use when designing test strategies, planning coverage across the test pyramid, evaluating automation candidates, or improving test quality. Also use when diagnosing flaky tests, slow test suites, or c…
Comprehensive market environment analysis and reporting tool. Analyzes global markets including US, European, Asian markets, forex, commodities, and economic indicators. Provides risk-on/risk-off asse…
Use when orchestrating workflows that generate multiple files (designs, reviews, reports) to prevent file collisions across concurrent or sequential sessions with unique session directories.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications (examples inclu…
Condense long content into short summaries using AI. Use when summarizing meeting notes, condensing articles, creating executive briefs, extracting action items, generating TL;DRs, creating digests fr…
Extracts hidden or encoded text from GCODE files by analyzing toolpath geometry and coordinate data. This skill should be used when tasks involve decoding text from 3D printing files, recovering embos…
MUST be used whenever the user wants to add, install, find, or search for a skill, MCP server, or plugin. Also use when setting up cross-tool agent syncing across Claude Code, OpenCode, Codex, and Cur…
Recovers interrupted webnovel tasks with precise workflow state tracking. Detects interruption point and provides safe recovery options. Activates when user wants to resume or /webnovel-resume.
Use when developing, debugging, deploying, or maintaining any CTFd instance or fork - Docker stack issues, plugin development, CSRF 302 errors, theme customization, database migrations, nginx proxy mi…
Extract and reimport VBA code from Excel .xlsm files in Windows using Python (pywin32/oletools) or VBScript. Use to export .bas modules, refactor in VS Code, and reimport into XLSM.
Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deployme…
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ori…
Transform AI agents from task-followers into proactive partners with memory architecture, reverse prompting, and self-healing patterns. Lightweight version focused on core proactive capabilities.
Distinguish what you control (judgments, actions) from what you don't (externals, outcomes) to focus energy wisely and achieve tranquility
Use this skill when you need to modify a project (add, delete, or change files) and want to organically synchronize the update_plan with a CSV: Create a "{Task Name} TO DO list.csv" in the root direct…
Builds volume and chapter outlines from the total outline, inherits creative constraints, and prepares writing-ready chapter plans. Use when the user asks for outlining or runs /webnovel-plan.
Review contracts against your organization's negotiation playbook, flagging deviations and generating redline suggestions. Use when reviewing vendor contracts, customer agreements, or any commercial a…
Manage background Claude Code sessions using tmux. Start sessions, send prompts, read responses, and open sessions in Terminal windows.
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submi…
This skill calculates key financial ratios and metrics from financial statement data for investment analysis