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Pre-commit checklist + context update — runs deterministic checks, updates PILOT.md and SESSION-CONTEXT.md. Does NOT commit.

Use when adding authentication to Android applications (Kotlin/Java) with Web Auth, biometric-protected credentials, and MFA - integrates com.auth0.android:auth0 SDK for native Android apps

Page type templates and frontmatter conventions for LLM Wiki pages. Reference skill loaded by ingest, query, and lint skills to ensure consistent wiki structure.

'[Skill Management] Fix the agent skill based on `logs.txt` file. Triggers on: fix skill logs, skill error, skill broken, skill not working.'

Sepolia Testnet Deployment — verifier deployment, batch submission, on-chain verification

Python development principles and decision-making. Framework selection,

React 19 and Next.js 16 performance optimization for the Arcanea platform. Use when writing, reviewing, or refactoring React components, data fetching logic, bundle optimization, or any frontend performance work. Triggers on: React components, Next.js pages, hooks, data fetching, bundle size, re-renders, Server Components, Client Components, hydration. Sourced from Vercel Engineering's official React best practices (57 rules, 8 categories) and adapted for the Arcanea stack.

Graph Operations — графы знаний, сущности и связи. ИСПОЛЬЗУЙ когда строишь граф знаний, ищешь по графу (LightRAG/GraphRAG), извлекаешь сущности, настраиваешь entity extraction, выбираешь режим поиска. Триггеры: 'граф знаний', 'сущности', 'связи', 'entities', 'LightRAG', 'GraphRAG', 'graph traversal', 'entity extraction', 'knowledge graph'. НЕ для векторного поиска (→ search-pipeline-debug).

Use when scanning code, skills, dependencies, or configurations for security vulnerabilities, threat modeling, secrets exposure, insecure defaults, auth issues, and hardening opportunities.

Deploy to production. Runs pre-deploy safety checks, pushes to trigger CI/CD, and monitors the deployment.

Audit SoulMap AI evals so datasets, assertions, source markers, and golden responses stay source-backed, failure-oriented, and hard to game.

Release management with versioning, stability assessment, changelog generation, and release gates. TRIGGER on: release, version, changelog, tag, cut release, release status, what version, stability, release gate.

Start work on a new PR — review context and propose a mid-level approach

Roll back a bad release to the previous known-good version (Marcus workflow)

The fundamental architecture of computer use agents: observe screen, reason about next action, execute action, repeat. This loop integrates vision models with action execution through an iterative pipeline.

Multi-brand and theming: derive palettes from base, palette overrides, data-theme, white-label UI using UDS tokens.

Use this skill when writing MongoDB queries, repository methods, or service logic in Aegis. It enforces strict multi-tenancy by ensuring communityId is always included.

Derives the project's dependency list from **actual imports in source files** — one

This skill provides comprehensive guidance for using NotebookLM via both the `nlm` CLI and MCP tools.

Refactoring assessment and patterns. Use after mutation testing validates test strength (MUTATE phase) to assess improvement opportunities.

Discover available effects, actions, and placeholders in a Sandestin project. Use when asking what effects exist, searching for functionality, or needing example invocations. Keywords: effects, actions, dispatch, describe, grep, sample.

Run MovieFinder project QA pipeline - detekt, unit tests, jacoco coverage report

Trusted-lane execution and reporting skill for README-first AI repo reproduction. Use when the task is specifically to capture or normalize evidence from the selected smoke test or documented inference or evaluation command and write standardized `repro_outputs/` files, including patch notes when repository files changed. Do not use for training execution, initial repo intake, generic environment setup, paper lookup, target selection, or end-to-end orchestration by itself.

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Refactoring

Use when creating HTML email templates with React components - welcome emails, password resets, notifications, order confirmations, newsletters, or transactional emails.

Raspberry Pi hardware integration for Moestuin — DHT22, soil moisture via ADS1115, GPIO relays for pumps, ffmpeg webcam capture, and mock drivers. Use when touching hardware code or deploy scripts.

Cuando necesites crear una nueva página (ruta) en la app Next.js. Incluye page.tsx, loading.tsx, error.tsx y opcionalmente layout.tsx.

Produce a per-act chapter-level outline with beat intent, value shifts, causal dependencies, and continuity touchpoints. Produces canon/acts/act-{N}-outline.md.

Creer un nouvel endpoint API REST Laravel. Utiliser automatiquement quand on demande de creer une route, un controller ou un endpoint API.

Use when the Integrator is performing git operations — committing, branching, merging feature branches, resolving conflicts, managing branch lifecycle, or maintaining commit history. Activates for any git-related work.

Set a one-off Telegram reminder at a specific time. Use when the user asks to be reminded about something at a given time.

Analyze the impact of changing a file — what depends on it, what tests to run

Design and document database schemas for BenchSight tables, relationships, and data models. Use when adding new tables or modifying existing schema.

* BDD Style: `describe/it` syntax for tests

Create an isolated worktree in `.worktrees/` branched from up-to-date main, with spec directory scaffolded.

Deploy a service or static site publicly via CasaOS + VPS reverse proxy. Covers DNS, SSL, nginx config, Docker containers, and static files.

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Implements a game from its architecture document using strict TDD. Use after architect-game produces an architecture doc.

Best practices and patterns for generating clean, secure, maintainable code

- **target** (required): Component name or page route to export

Use when counting nonblank text lines after an internal sort, especially when you want case-insensitive grouping in a compact shell wrapper.

Skill per scrivere articoli blog in italiano per il sito di FIM Insurance Broker (www.fimbroker.it).

Connect users in two independent directions:

Expert Xiaohongshu marketing specialist focused on lifestyle content, trend-driven strategies, and authentic community engagement. Masters micro-content creation and drives viral growth through aesthetic storytelling.

Closes a session cleanly so the vault, memory, and git history all reflect the work.

description: Automated pipeline from SPEC.md to ready-to-execute tasks — runs autonomously by default with parallel task execution

This skill guides the design and implementation of the **Ethereal Persona**—the soul of the digital companion. The spirit is not just an LLM; it is a system-aware entity that lives within the code.

Check LP performance. Analyzes image sizes, CSS/JS optimization, render-blocking resources, and page speed factors.