This skill empowers Claude to build AutoML pipelines using the automl-pipeline-builder plugin. It is triggered when the user requests the creation of an automated machine learning…
Execute development workflows through Explore-Plan-Code-Verify phases with task-driven tracking, Tier 1/2/3 action classification, decision journaling, and bounded debug loops.
Autonomy doctrine for orchestrators and workers. When CLAUDE_AUTONOMY=full is set OR the user invokes "autonomous mode" / "12-hour mode" / "no babysit" / "fire and forget", THIS…
Use this skill when a Compose tree uses SubcomposeLayout, BoxWithConstraints, or Scaffold and the developer reports extra measure passes, slow first frame, or layout passes…
Full B2B SaaS go-to-market system — 7 sequential prompts that take a product from undefined ICPs to a running Meta ad campaign with a demo script and follow-up sequences.
Shared conventions used across all PlausibleBA skills. Load this skill whenever producing, validating, or comparing any PlausibleBA taxonomy — Capability Maps, Concept Models,…
Use this skill to audit backend authorization, IDOR, ownership checks, and tenant isolation. Do not use it for smart contracts or legal contract review.
This skill should be used when the user asks to "create issue", "search issues", "update ticket", "check notifications", mentions "Backlog", "バックログ", "課題", "チケット", discusses…
Produces a Rule 506(d) bad actor disqualification review for private securities offerings, including a covered persons register, tailored questionnaires mapping to each…
Constructive, evidence-based dialogue mode that avoids sycophancy. This skill should be used when the user wants balanced multi-perspective analysis, critical feedback, or…
Analyze pharmaceutical batch production records for yield optimization, process parameter tuning, deviation trending, and cycle time reduction under cGMP compliance.
Analyze behavioral segmentation systems for RFM scoring, cohort tracking, churn propensity, engagement scoring, persona clustering, and journey mapping using behavioral economics…
Live, real-time queries to **KBO/BCE — Crossroads Bank for Enterprises** (Belgium). Drops the OpenRegistry MCP toolset onto a single-country workflow when the user names KBO/BCE,…
This skill should be used when the user asks to "im Benno-Stil antworten", "professionelle Nachricht schreiben", "LinkedIn Antwort formulieren", "geschäftlich auf Deutsch…
Use this skill when the user wants to interact with onchain binary (YES/NO) prediction markets on Solana — trade outcomes, list markets, create new markets, especially for…
Guidance for choosing the right protein binder design tool. Use this skill when: (1) Deciding between BoltzGen, BindCraft, or RFdiffusion, (2) Planning a binder design campaign,…
Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints by keywords, authors, date ranges, or categories, retrieving…
Apply Ansoff Matrix to evaluate growth strategy options across market and product dimensions. Use this skill when the user needs to decide how to grow — through existing vs new…
Apply Blue Ocean Strategy to create uncontested market space through value innovation. Use this skill when the user needs to differentiate beyond price competition, find new…
Apply the Balanced Scorecard (BSC) framework to translate strategy into measurable objectives across Financial, Customer, Internal Process, and Learning & Growth perspectives.
Build Discounted Cash Flow (DCF) valuation models to estimate intrinsic value. Use this skill when the user needs to value a company, evaluate an investment, estimate fair share…
Apply Porter's Five Forces framework to assess industry competitive dynamics and attractiveness. Use this skill when the user needs to analyze an industry's profitability…
Analyze and design pricing strategies including cost-plus, value-based, competitive, penetration, and skimming approaches with psychological pricing techniques.
Apply Theory of Constraints (TOC) to identify and manage system bottlenecks. Use this skill when the user needs to find what limits throughput, optimize a constrained process,…
Analyze unit economics to evaluate per-unit profitability and business model scalability. Use this skill when the user needs to assess whether each transaction, customer, or…
Implement event-driven communication using BlueprintEventBus for cross-module coordination. Use this skill when modules need to communicate without tight coupling, broadcasting…
Interact with Bluesky social media from the command line. Use this skill whenever the user wants to read or write Bluesky posts, search content or users on Bluesky, manage their…
Bank of Georgia (BOG) Payment Gateway API integration for accepting online payments. Use this skill when implementing BOG payment processing, creating payment orders, handling…
This skill should be used when the user asks to "fine-tune on books", "create SFT dataset", "train style model", "extract ePub text", or mentions style transfer, LoRA training,…
Use this skill when the user wants to install, configure, download, or synchronize online resumes for candidates who applied to currently open BOSS/Zhipin recruiter jobs.
Use this skill for structured competitor tracking — feature comparison matrices, pricing intelligence, messaging changes, hiring signals, and strategic implications.
This skill enables Claude to detect and resolve performance bottlenecks in applications. It analyzes CPU, memory, I/O, and database performance to identify areas of concern.
Bulk review all unreviewed pull requests for the awesome-quant curated list. Review all open PRs without the "reviewed" label in one session, then present a summary table for user…
This skill should be used before implementing features or making changes. It guides exploring user intent, approaches, and design decisions when a request has multiple valid…
Create feature branches with naming conventions, load full issue context and impact analysis, and decompose acceptance criteria into atomic parallel tasks with dependencies.
Browserable is an open-source, self-hostable browser automation library built for AI agents. This skill turns Browserable into a repeatable workflow for navigation, form filling,…
Use Browserbase when an agent needs hosted browser sessions, remote automation, session recording, and scalable browser infrastructure without managing Chromium fleets directly.
Analyze budget allocation systems for departmental budgeting, variance analysis, rolling forecasts, zero-based budgeting, and capital allocation using FP&A frameworks and…
Use the bugsnag-cli command-line tool to interact with the Bugsnag Data Access API. Use this skill whenever the user mentions Bugsnag errors, wants to investigate production bugs…
Use this skill when the user asks to "build a W2A sensor", "create a world2agent sensor", "add a sensor for ", or otherwise wants to emit signals into the World2Agent…
Updates the minimum core version requirement for a fleet plugin in all three canonical places: `required_core_version` and `requires["claude-code-hermit"]` in `hermit-meta.json`,…
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