dotfiles

Use when querying Elasticsearch through the Kibana console proxy, especially for log investigations, field-based filtering, or error triage from job or application logs.

Use when pressure-testing a plan, architecture, code change, or AI-generated proposal before committing, especially when hidden assumptions, production risks, or failure modes may be underexplored.

Use when creating or updating skills in `~/.config/ai/skills`, especially when a `SKILL.md` has a weak trigger, tangled structure, poor steering, or bloated wording.

Use when interacting with Datadog resources using the `pup` CLI, especially for APM traces, metrics, monitors, notebooks, and synthetic tests.

Use when simplifying recently touched code without changing behavior, especially when asked to "simplify code", "clean up code", "refactor for clarity", or "improve readability".

Ingest a URL into the patient account wiki. Use when the user provides a URL (Atlassian/Confluence, web articles, documentation) and wants to add it to their research wiki. Handles fetching, markdown conversion, asset extraction, and runs the full wiki ingest workflow. Triggers on "ingest <url>", "add this to the wiki", or when user shares a URL in the context of wiki research.

Use at session start, after context compaction, and before session end. Owns session journals in `.sandbox/journals/`: when to create one, what prior context to read, what to log, and how to leave a resumable handoff

Use when initializing a new personal knowledge base (wiki) from the LLM Wiki pattern — a structured markdown repo where the LLM incrementally builds and maintains interlinked pages between raw sources and a persistent wiki layer

Teach the user a new skill or concept, within this workspace.

Review a finished session for reusable knowledge, then, with user consent, update shared skills and project AGENTS.md guidance.

Use when a Pi extension must enable or disable tools that come from another installed extension or package, especially when the tool definitions should disappear from prompts without disabling slash commands or forking the upstream package.

Use when finishing a feature or bugfix with new files, modules, schema changes, refactors, design decisions, or unfamiliar patterns, or when the user asks to learn, practice, understand the reasoning, or says "teach me", "help me understand", "walk me through", or "quiz me".

Use when user says "create pi extension", "build extension for pi", "extend pi", or wants to customize pi agent behavior with tools, commands, events, or UI components.

Use when you need a persistent terminal environment for long-running processes, programs requiring a TTY, REPLs, debuggers, TUI apps, or concurrent terminals — while the agent continues executing other commands.

Use when writing or editing any prose humans will read — documentation, commit messages, error messages, UI text, reports, or explanations. Also use when user says "write clearly", "clear writing", or "improve writing".

Manage JIRA tickets. Use it when the user mentions JIRA with ticket IDs like FOO-123.