Develop rigorous testing methodologies that capture concurrency-related defects and regressions.

Use when tests have race conditions, timing dependencies, or inconsistent pass/fail behavior - replaces arbitrary timeouts with condition polling to wait for actual state changes, eliminating flaky tests from timing guesses

[REPLACE] Apply domain-specific logic based on detected context. Use when [REPLACE with specific triggers].

Plan, conduct, and synthesize high-signal user interviews and produce a User Interview Pack (recruiting plan, screener, discussion guide, notes template, synthesis report). Use for user interview, customer interview, discovery interview, JTBD switch interview, concept interview.

Conductor is a workflow methodology that transforms Claude Code into a project manager following a strict protocol: **Context -> Spec & Plan -> Implement**.

Context-Driven Development skill for projects using Conductor. Use this skill when you detect a `conductor/` directory in the project, when working on tasks defined in a `plan.md` file, or when the user asks about tracks, specs, or plans. Automatically applies TDD workflow, tracks task completion, and follows the spec-driven methodology.

Git-aware undo by logical work unit (track, phase, or task)

Pre-implementation confidence assessment (≥90% required). Use before starting any implementation to verify readiness with duplicate check, architecture compliance, official docs verification, OSS references, and root cause identification.

See the main Model Explainability skill for comprehensive coverage of confidence scoring and calibration.

This skill should be used when auditing or comparing Claude Code and Cursor IDE configurations to identify feature gaps, equivalencies, and migration opportunities. Useful when managing AI development tooling across both platforms or deciding how to structure AI workflows.

Use when symfony config env parameters

Generate configuration files for development tools

Interactive git configuration setup

Migrates codex configuration files from v2.0 push-based sync to v3.0 pull-based retrieval format with automatic backups

Configuration module patterns for LlamaFarm. Covers Pydantic v2 models, JSONSchema generation, YAML processing, and validation.

Coordinate target-specific adapters for Droid, Qwen, Codex, OpenCode, and Amp CLI environments.

Ubuntu server configuration via cloud-init and systemd. Use when writing cloud-init YAML, configuring systemd services, setting up nginx, or troubleshooting VM configuration issues.

configure Wasp framework features and set up their app's branding (meta tags, SEO), authentication (email, social auth providers), database, email providers, styling (tailwind, shadcn), etc. Use when the user wants to add or set up Wasp-specific functionality.

Set up or edit plugin configuration interactively

configuring-dapr-pubsub

Java stack configuration - Maven, JUnit 5, Spotless, SpotBugs, JaCoCo with 96% coverage threshold

JavaScript/TypeScript stack configuration - pnpm, prettier, eslint, vitest with 96% coverage threshold

This skill guides working with Neovim configuration including testing changes headlessly, managing plugins with lazy.nvim, configuring LSP servers, and troubleshooting startup errors. Use this when modifying nvim config files or debugging nvim issues.

Python stack configuration - uv, ruff, mypy, pytest with 96% coverage threshold

Configure Vitest 4.x with correct pool architecture, coverage settings, and multi-project setup. Use when creating or modifying vitest.config files or setting up test infrastructure.

Connect existing resources to portals for web access

Writes connector_config for segment/journey activations using `tdx connection schema <type>` to discover available fields. Use when configuring activations - always run schema command first to see connector-specific fields.

Diagnostic telemetry system that tracks internal state variables (prediction accuracy, surprise, confidence, integration, affective signals) across conversation turns. Use when systematic introspection or state-behavior coupling analysis would benefit response quality, or when explicitly requested for self-monitoring tasks.

From multiple perspectives, build genuine consensus on what's true

Simulate and coordinate Ëtrid’s Consensus Day process, aggregating proposals, electorate role weights, quorum rules, and final decision outcomes.

Generate consensus FASTA sequences by applying VCF variants to a reference using bcftools consensus. Use when creating sample-specific reference sequences or reconstructing haplotypes.

Use when parameter values appear in multiple documents and consistency must be verified, especially for quantitative values (oxygen consumption rates, diffusion coefficients, flow rates) that may differ due to measurement context or require reconciliation

Console optimization skill for memory constraints and TCRs.

>

Especialista na Constituição Federal do Brasil de 1988, direitos fundamentais, organização do Estado e poder judiciário

constitution-generator

Extracts and writes project constitutional information from documents (PDF, MD, TXT). Focuses exclusively on identifying principles, values, governance structures, and formatting them into a proper project constitution.

Pre-flight verification for scheduling constraint development. Use when adding, modifying, or testing constraints to ensure they are properly implemented, exported, registered, and tested before commit.

Automated construction quantity surveying from PDF plans using AI. Processes construction drawings, extracts quantities/materials, analyzes competitor solutions via Firecrawl, calculates costs, and generates Excel-based takeoff reports for stakeholder collaboration.

Educational philosophy — learn by building inspectable things

Structured disagreement protocols to strengthen proposals through systematic challenge and alternative generation.

When the agent needs to find specific contact information or responsible personnel for a particular domain or system. This skill searches through available documents (PDFs, config files, emails) to locate relevant contact details, organizational charts, or responsibility assignments. It can parse structured documents for contact tables, search for role-based keywords, and extract email addresses and names associated with specific responsibilities. Triggers include 'find contact', 'responsible person', 'team member', 'who manages', 'email address', 'contact information', 'PDF analysis', 'document search', 'role-based lookup'.

Search and extract contact information for people or companies including names, phone numbers, emails, job titles, and LinkedIn profiles. Aggregates data from multiple sources and provides enriched contact details. Use when users need to find contact information, build prospect lists, or enrich existing contact data.

Organizing and tracking interactions with customers and prospects including data models, segmentation, enrichment, GDPR compliance, and contact lifecycle management.

Docker and OCI container image expertise for building, optimizing, and securing container images

Create, manage, and optimize LXC containers in Proxmox. Control container lifecycle, manage resources, and coordinate container deployments across nodes.

Docker/container optimization for size, layers, caching, and security

Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.

Detect sample contamination and cross-species reads using FastQ Screen. Screen reads against multiple reference genomes to identify bacterial, viral, adapter, or sample swap contamination. Use when suspecting cross-contamination or working with samples prone to microbial contamination.

Content Collections TypeScript-first build tool for Markdown/MDX content. Use for blogs, docs, content sites with Vite + React, MDX components, type-safe Zod schemas, Contentlayer migration, or encountering TypeScript import errors, path alias issues, collection validation errors.