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Skills

Skills for Haarness: instructions and scripts an agent picks up when a task calls for them, added with one command.

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Pull Request Body

Writes PR descriptions around one compact visual, before/after evidence, and a call on how reversible and far-reaching the change is.

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Architecture Improvement Survey

Finds shallow, hard-to-test modules in recently changed code and lays out refactor options in a browsable report before you pick one.

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Grilling Interview

Interviews you in numbered rounds with a suggested answer per question until every branch of a plan or design is settled.

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Two-Axis Code Review

Reviews a branch against the repo's written standards and against its originating spec in two separate parallel passes.

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Playwright Automation

Writes and runs focused Playwright scripts against your dev server for screenshots, responsive checks, login flows and other browser tasks.

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Session Handoff

Writes a compact handoff note to the temp directory so a fresh agent session can pick up the work.

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Git Guardrails Hook

Installs a pre-tool hook that stops the agent from pushing, hard-resetting, force-cleaning or deleting branches.

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Domain Modeling

Sharpens a project's vocabulary while you design, keeping a GLOSSARY.md current and writing ADRs only for hard-to-reverse choices.

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Diagnosing Bugs

Tackles hard bugs by first building a fast pass/fail loop, then minimising, ranking hypotheses and adding a regression test.

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Deep Module Design

Supplies terms and tests for shaping modules with small interfaces and real seams, and for comparing alternative designs in parallel.

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JSON Canvas

Creates and edits .canvas files with positioned nodes, groups and edges, checking IDs and links stay valid.

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Obsidian Markdown

Writes valid Obsidian notes using internal links, embedded content, callout boxes, frontmatter properties and block references.

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Obsidian CLI

Uses the Obsidian command line to read, search and edit vault notes and to reload and debug plugins and themes.

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Obsidian Bases

Builds .base files that turn notes into filtered table, card, list or map views with formulas and summaries.

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Knap Templates

Fills Markdown note templates from JSON or CSV records with the Knap CLI, one note per record when batching.

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WordPress Development

Build and secure WordPress sites: custom themes, plugins, block editor blocks, WooCommerce and APIs.

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Defuddle Page Extract

Pulls the readable content of a web page as clean Markdown with the Defuddle CLI instead of raw HTML.

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Rust Engineering

Writes safe idiomatic Rust: ownership and lifetimes, trait design, tokio async code and structured error handling.

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Real-Time WebSockets

Builds WebSocket or Socket.IO systems with rooms, presence, auth and Redis-backed horizontal scaling.

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Swift And SwiftUI

Builds Apple-platform apps with SwiftUI, async/await, actors and protocol-oriented design.

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Advanced TypeScript

Get help with demanding TypeScript typing problems and end-to-end type safety across client and server.

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Site Reliability

Set reliability targets and run production well: error budgets, on-call response, capacity and alerting.

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SQL Queries And Schemas

Writes and speeds up SQL: complex joins, window functions, schema design and reading query plans.

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Spring Boot 3

Builds Spring Boot 3 services with REST controllers, Spring Security 6, Data JPA and reactive WebFlux.

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Apache Spark

Writes and tunes Spark jobs: DataFrame transforms, partitioning, joins, caching and cluster settings.

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Salesforce Development

Writes Apex classes and triggers, batch jobs and Lightning Web Components, and tunes SOQL for Salesforce orgs.

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Spec Mining From Code

Reverse-engineers specifications from an undocumented codebase by mapping modules, data flows and behaviours.

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Shopify Development

Builds Shopify Liquid themes, custom apps with OAuth and webhooks, and headless Storefront API front ends.

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Ruby On Rails

Builds Rails 7+ features with efficient Active Record queries, Turbo, Action Cable and Sidekiq jobs.

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PostgreSQL Tuning

Tunes PostgreSQL with EXPLAIN analysis, indexing, JSONB, extensions, vacuum settings and replication.

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RAG System Design

Designs retrieval-augmented generation: chunking, embeddings, vector stores, hybrid search, reranking and evaluation.

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Modern Python

Writes typed Python 3.11+ with strict mypy, async code, dataclasses and pytest suites using fixtures and mocks.

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Modern PHP

Writes strictly typed PHP 8.3+ that passes PHPStan level 9, following PSR standards in Laravel or Symfony projects.

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Pandas Data Wrangling

Cleans, reshapes, merges and aggregates data with pandas, including time series and memory-efficient operations.

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NestJS Backends

Structures TypeScript backends in NestJS with modules, validated request classes, auth guards and cross-cutting interceptors.

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Microservices Architecture

Breaks a monolith into domain-aligned services and picks messaging, data ownership and resilience patterns.

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ML Pipelines

Sets up production ML pipelines with experiment tracking, orchestration DAGs, feature stores and model serving.

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Laravel Development

Builds Laravel 10+ apps with Eloquent relations, Sanctum auth, Horizon queues, API resources and Livewire.

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Legacy Modernization

Plans incremental modernisation of aging systems with strangler-fig steps, facades and dependency maps.

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Kotlin Development

Write idiomatic Kotlin for Android, server or multiplatform projects, from coroutines to Compose.

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Modern JavaScript

Write modern, idiomatic JavaScript and Node.js code that handles async work and modules cleanly.

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GraphQL Architecture

Designs GraphQL schemas, DataLoader resolvers, Apollo Federation and subscriptions with query cost limits.

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Flutter Apps

Builds cross-platform Flutter 3 apps with Riverpod or Bloc state, GoRouter navigation and platform channels.

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Idiomatic Go

Writes idiomatic Go with context-aware goroutines, small interfaces, generics, pprof tuning and table-driven tests.

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FastAPI Services

Builds async FastAPI services with Pydantic v2 models, async SQLAlchemy, JWT auth and tests.

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LLM Fine-Tuning

Plans LLM fine-tuning with LoRA or QLoRA: dataset prep, hyperparameters, evaluation and deployment.

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Game Development

Implements game systems in Unity or Unreal: ECS, physics, netcode with lag compensation and performance tuning.

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Embedded Firmware

Writes microcontroller firmware for STM32, ESP32 and FreeRTOS, covering peripherals, real-time limits and power use.

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