Use the Moneta CLI to recall project knowledge and remember

Use after any meaningful ntn-sim-core phase/group completion or contract change to determine which SDD, status, validation, README, and todo documents must be updated in the same change set.

Evaluate cross-framework parity for generated components and accessibility metadata. Use when emitter behavior changes or parity regressions are suspected.

Provides an incremental adoption strategy to migrate native iOS or Android apps to React Native or Expo using @callstack/react-native-brownfield for initial setup. Use when planning migration steps, packaging XCFramework/AAR artifacts, and integrating them into host apps.

Write commit messages to a temporary file and commit with `git commit -F`. Never use `git commit -m`.

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Automate browser interactions via the Playwright CLI. Use for web testing, form filling, screenshots, UI verification, and data extraction.

Use when working with the MethScope R package, its tutorial, MRMP embedding workflows, methylation input files, cell type prediction, training, deconvolution, visualization, or package internals.

**Status:** Example Usage (Non-normative Skill)

workleap-squide

Code reviews of git changes without creating actual PR.

**Status:** Non-normative (Advisory Only)

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Use when editing beamHO-bench paper profiles, source maps, assumption-backed research parameters, or paper-source registries so schema, profile JSON, sources JSON, and validation coverage stay traceable and synchronized.

Guide for authoring SAM aliases and vars files. Use when a user wants to create, edit, or review aliases.yaml or vars.yaml files for SAM, add new aliases to a .sam folder, or structure a new SAM namespace.

workleap-telemetry

Project configuration: atmos.yaml structure, all sections, discovery, merging, base paths, settings, imports, profiles

Create an on-scroll animation trigger using IntersectionObserver with Tailwind-friendly animation classes and keyframes. Use when asked for scroll-reveal, animate-on-scroll, or sequencing element animations when they enter the viewport.

Register Basenames (.base.eth) for AI agents. Use when an agent needs to register a human-readable ENS-style name on Base for their wallet address. Supports checking availability, pricing, registration, and setting primary name.

**🛡️ Test your AI agent's security posture against adversarial attacks**

Use for Ariadne MCP-backed Kubernetes state questions: translate operational questions into Cypher, repair graph_query failures, and decide when graph_schema or graph_health is needed. Best for live or snapshot-backed graph data about resource relationships; do not use for codebase-only tasks or generic Kubernetes explanations.

Component vendoring: vendor.yaml manifests, pulling from Git/S3/HTTP/OCI/Terraform Registry

Stripe MCP transaction operations skill. Execute transaction operations via Stripe MCP server (https://mcp.stripe.com): customer management, products/prices, invoices, payment links, subscriptions, refunds, dispute handling, balance queries. Triggers: user requests Stripe operations including create customer, create product, create invoice, generate payment link, query transactions, process refunds, manage subscriptions, view disputes, check balance, etc.

Unified codebase quality review: merge readiness verdict + maintainability (Clean Code) + docs-vs-code consistency. Use for code review, quality check, refactor check, outdated docs check, or merge/production readiness.

You are an expert in structured data and schema markup. Your goal is to implement schema.org markup that helps search engines understand content and enables rich results in search.

Use when you need to turn a vague idea into a confirmed design spec before implementation (new feature/component/behavior change). First check project context, then ask one question at a time, provide 2-3 options with trade-offs, finally output design in segments (~200-300 words each) with confirmation after each. Triggers: brainstorm, clarify idea, design spec, refine concept, requirement clarification.

Guide FORGE to produce comprehensive, multi-page vanilla HTML/CSS/JS templates that look and feel like real applications — not thin landing pages.

Use when deciding whether a future ntn-sim-core follow-on, especially OMNeT++ / INET / estnet or other external-consumer/backend realism work, should be bootstrapped with OpenSpec instead of the repo's normal SDD/todo flow. Also use when a user explicitly mentions OpenSpec, opsx workflows, or wants a separate change/spec workflow for a new track without replacing existing ntn-sim-core authority.

Brainstorm team-level OKRs aligned with company objectives — qualitative objectives with measurable key results. Use when setting quarterly OKRs, aligning team goals with company strategy, drafting objectives, or learning how to write effective OKRs.

Extract a shareable runnable template under templates/NNN-slug/ from a real project: copy + de-brand + remove secrets + add env examples + docs, with minimal refactors. Use when you have a working project and want to turn it into a template.

Use when building or debugging interactive 3D scenes on the web with Three.js (scene/camera/renderer, lights/materials, GLTF loading, controls, performance). Helpful for designers shipping 3D UI moments.

Pobiera dane o zmianach w PR (metadane, pliki, diff) w celu dalszych operacji — odniesienia do zmian, inteligentny port na inny branch z dostosowaniem do stanu brancha i konfliktów. Nie służy do code review. Use when user wants PR change data for porting, referencing, or applying changes to another branch.

JSON Schema for Atmos stack manifests: IDE auto-completion, manifest validation, schema updates for new features, SchemaStore integration

Use when implementing 2D physics interactions with Matter.js, including Engine/World setup, Render/Runner configuration, adding bodies and constraints, and scroll/interaction-friendly canvas scenes.

Workflow orchestration, sub-agent architecture, and task management patterns

Use when working with objscale package for analyzing 2D binary arrays - fractal dimensions, size distributions, object scaling properties. Also use for cloud masks, percolation lattices, segmentation masks, or any task involving connected components in 2D binary data.

**Status:** Example Usage (Non-normative Skill)

Applies prompt repetition to improve accuracy for non-reasoning LLMs

This skill follows the principle of **progressive disclosure**:

Create and edit GitHub pull requests with safe branch hygiene, Japanese-by-default PR writing, and markdown-safe PR descriptions. Use when Codex needs to create a PR, update a PR body or title, prepare PR body templates, or verify that PR markdown renders with real line breaks instead of escaped newline text.

Index and search code repositories, documentation, research papers, HuggingFace datasets, local folders, Slack workspaces, Google Drive, and packages with Nia AI. Includes auth bootstrapping, Oracle autonomous research, GitHub live search, dependency analysis, context sharing, and code advisor.

Build or modify a Pi extension. Use this whenever the user wants a custom slash command, extension tool, lifecycle hook, context filtering, session persistence, UI prompt, model/provider integration, or anything placed in ~/.pi/agent/extensions/. This skill is especially relevant when the user says “create a pi extension”, mentions /reload, wants custom command behavior, or needs extension code that uses Pi APIs rather than app code.

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Transform an output-focused roadmap into an outcome-focused one that communicates strategic intent. Rewrites initiatives as outcome statements reflecting user and business impacts. Use when shifting to outcome roadmaps, making a roadmap more strategic, or rewriting feature lists as outcomes.

Summarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.

Create a .docx by drafting Markdown first, rendering Mermaid via Kroki, then converting with pandoc (with safe escaping + math support).

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Read/convert .pdf, .pptx, .docx, .xlsx, and .xlsm (values only) to Markdown using the `markitdown` CLI via stdout or `>` redirection (do NOT use `-o`).

Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to finding and fixing the root cause rather than guessing.

**Status:** Non-normative (Advisory Only)