Run or plan this repository's pattern-adoption evidence evaluation locally with signed-in Codex agents. Use when asked to refresh stale evidence, assess stable or exploratory patterns, evaluate one or all catalog patterns, discover possible new patterns, or prepare a reviewable evidence PR without model-backed GitHub…
SpecPilot project context, specifications, and development guidelines. Use to understand project architecture, requirements, and AI interaction history.
Groom a fuzzy request and the smallest relevant source set into a bounded PRE-SPEC ASSEMBLY packet for mini-spec, separating evidence from decisions, assumptions, and blockers before contract language is written.
Compress project context into HANDOFF.md with workflow state, analysis checkpoint, next gate, verification, current hypothesis, freshness anchors, optional gotcha references, and a resume packet for the next agent session.
Refresh project conventions by comparing AGENTS.md and explicitly selected host-specific rules with objective repository state, then applying authorized drift fixes.
Understand a proposed change, resolve consequential unknowns, and create or reuse only the feature record needed for acceptance or handoff. Keep ordinary questions and diagnosis in conversation; tiny local fixes need no record.
Test-driven implementation of a plan produced by /plan: loads the JSON tracker, then per chunk writes a failing test, implements until it passes, and runs a two-agent quality gate (review-impl conformance + red-team correctness). Use after /plan has produced an approved tracker. Requires a tracker whose planreview…
Structured planning process: explores the code, decomposes a feature into independently-testable TDD chunks with a dependency graph, writes a JSON tracker, and gates the plan through an independent review-plan agent before any code is written. Use after /spec (or on its own) and before /implement, to decide HOW to…
Structured specification process: explores code, generates user stories with testable acceptance criteria, resolves ambiguities through interactive clarification, validates completeness, and outputs a lightweight spec. Use before /plan to clarify WHAT to build.
Upgrades an existing target project to the latest AI Agent Project Template version. Use when asked to upgrade another project, port template updates, or bring an existing repository up to date with the latest template logic, skills, workflows, adapters, and validation tools without altering or breaking existing…
Automated tool and workflow to extract, download, and format 100% full-length Microsoft Teams / SharePoint Stream video recordings (1080p MP4 at strict 1.0x native normal playback speed) and complete speaker-annotated transcripts (.txt and .srt) without missing virtualized cues or playing audio.