XTraceAI

Reads one flagged moment of a coding session and says, as one JSON object, whether something really went wrong and whether a skill or a project instruction line would stop it happening again.

Prepare or update XTrace Desktop pull request descriptions with the repository template, actual verification, and preferred UI screenshots. Use before opening or editing a PR, including small changes.

Writes an xtrace-rubric.md for one installed skill, so XTrace can score a project from that skill's own output.

Give this repo's CLAUDE.md / AGENTS.md a checkup — size vitals vs official guidance, dead references, dead commands, stale claims — then backtest every rule against the repo's own Claude Code session history to see which rules were actually followed, ignored,…

Use to freshly check working-tree or pull-request changes against Git ownership specs or governing Brain requirements, investigate spec drift, or verify a proposed spec correction. Also handles /memhub:spec check. Produces cited findings and explicit…

Use to bootstrap repository specs locally or in MemHub cloud, create or revise a spec, resolve drift into a reviewable change, or diagnose spec workflow readiness. Also handles /memhub:spec init, revise, bootstrap, resolve, status, and setup. Reads Git or…

Use for MemHub spec-driven development — bootstrap specs locally or in MemHub cloud, find requirements before coding, check a working diff, resolve drift, create or revise specs, or diagnose the repository's spec setup. Supports Git-authored specs and…

Use when implementing a feature against repository specs, finding requirements before coding, or turning a Git or Brain spec into an implementation plan and acceptance checks. Also handles /memhub:spec work. Do not use merely because an unrelated document is…

Use XTrace long-term memory. Call xmem_search to pull relevant facts and past decisions when you lack context, and call xmem_recall BEFORE a risky tool action (editing a file, running a command, deploying) to surface procedural directives — lessons and…

Use when the user asks to set up, repair, or verify the installed MemHub host integration, especially Codex automatic capture, PreToolUse team rules, hook installation, or capture health. Installs the Codex user-hooks compatibility bridge idempotently while…