av/mi

Writes plain-English integration test specs with verifiable steps and expectations, then runs each one through a subagent that reports pass or fail with logs.

av/mi

A skill your agent uses when the user wants to systematically fix AI code slop — duplicated logic, over-engineering, silent error swallowing, convention drift, cargo-cult patterns, and other…

av/mi

Scans a codebase to tag every fact as draft, spec or implemented based on what the code actually shows, adding missing facts and fixing or removing wrong ones.

av/mi

Implements every @spec fact from a project's fact sheet in code, tags each one @implemented once done, and reports exactly what is left if it cannot finish.

av/mi

Works with you to turn draft behavioral facts into precise, implementable spec facts, resolving vague labels, gaps and contradictions one at a time through discussion.

av/mi

Timeboxed ideation on a topic using propose-and-critique subagent pairs.

av/mi

Answer questions about how 'mi' works, write new tools, or modify the harness.

av/mi

Runs a task for a fixed duration by dispatching subagents in a loop, with the clock, not the agent, deciding when to stop.

av/mi

Autonomous software production with continuous runtime verification.

av/mi

Fix bugs, crashes, errors, or failing tests. An agent skill from av/mi.

av/mi

Write a strategy doc before starting multi-step, multi-file, or unclear work.

av/mi

Review code, a PR, branch, or staged diff. An agent skill from av/mi.

av/mi

Track a numbered list of steps to completion. An agent skill from av/mi.

av/mi

Systematically explores a CLI, API, backend or library to find bugs and edge cases, then writes a report with reproduction evidence for each issue.

av/mi

Bulletproof agent operating protocol. An agent skill from av/mi.

av/mi

Restructure code without changing behavior. An agent skill from av/mi.

av/mi

Run lint, typecheck, tests, or build — and fix any failures found.

av/mi

Run parallel or isolated subagents for independent subtasks (research, parallel analysis, one-shot transforms) to avoid bloating the main context.

av/mi

Answer "how does X work", "where is X defined", or "trace through Y" questions about a codebase using parallel subagent searches with cited summaries.

av/mi

Add new behavior test-first (write failing test → make it pass → refactor).

av/mi