AI Engineering

Domain-Driven Design applies tactical DDD patterns to domain code and validates proposed models before approval. Use it when creating or changing aggregates, value objects, entities, or bounded context boundaries.

Example Skill shows the minimal structure for a reusable Claude Code skill. Use it as a starting point when you want to capture a repeatable workflow and replace it with your own instructions.

Helps agents find relevant skills from Poirot's builtin library by keyword search. Use when starting a specialized task to check for existing skill workflows.

Performs multi-round deep research on GitHub repositories using API calls, web search, and page browsing to generate comprehensive markdown reports.

Harness Help explains what the Agentsmith harness does, which profile you’re on, the main rules, and the current safety mode. Use it when you need a plain-language starting point or want to know what to do next.

Knowledge Priming loads project-specific context like tech stack, architecture, directory layout, trusted sources, and conventions before other skills run. Use it when a knowledge base exists or when asking what the project uses and how it is organized.

Knowledge Priming Refiner facilitates a structured conversation to create a project-specific knowledge base for AI context. It is used when setting up or revising project context, tech stack details, architecture, trusted sources, and directory layout.

Language Idioms Refiner guides a structured interview to capture a project's language-specific idioms and patterns. Use it when setting up a new project, switching languages, or defining how pseudocode should map to Go, Rust, Python, and similar languages.

Loci stores persistent structured memory, identity, and tasks across conversations. Use it to bootstrap a user brain, read current context, and save facts, decisions, and goals quietly in the background.

Portable Fixture proves that skill identity comes from metadata rather than its installation path. It is used as a fixture for testing portable skill packaging and identity handling.

Guides the authoring of SKILL.md files for Poirot skills, covering required frontmatter, description standards, size limits, writing principles, and peer-matched structure. Use when creating or editing builtin or user-local skills.

Guides the creation of new agent skills by walking through an iterative loop of drafting, testing, evaluating, and refining. Use it when building or improving skills for the Poirot agent platform.