aops

Core academicOps skill — institutional memory, strategic coordination, workflow routing, and framework governance. Merges butler (chief-of-staff) with framework development conventions.

Daily note lifecycle — compose and maintain a factual daily note. Reports the state of the day; does not prioritise or recommend. SSoT for daily note structure.

Emergency session bail — fast resume task + short handover, no commit/PR/reflection. For when you (or the user) need a clean context now. Use /end-session for canonical close.

Canonical session close — commit, push, PR, release_task, reflection blocks, handover. Use /dump for emergency bail (no commit/PR/reflection).

Strategic planning agent — graph structure ownership, task decomposition, knowledge-building, and PKM maintenance. Works on WHAT exists and HOW it relates.

Scaffold research project repositories with smart defaults — repo creation, directory structure, CI/CD, documentation, and PKB integration in one pass.

Unified memory skill: immediate mode (/remember) persists knowledge via PKB MCP; maintenance mode (/sleep, GHA cron) runs periodic consolidation — transcript mining, knowledge synthesis, data quality, brain sync.

Periodic consolidation agent — unified into the /remember skill (maintenance mode). This stub exists for backwards compatibility with installed GHA workflows.

The single authoritative supervision process for any delegate-and-verify work — at every scale: one epic, a release spanning many epics (portfolio), or conversational orchestration of background workers (`/goal` "don't get involved yourself, make sure it gets done", `/dogfood`). Stateless tick driven by `/loop`; cross-tick state lives in the task body. Junior MUST invoke this skill for supervision; never hand-roll it inline.

Survey a corpus, classify, and dispatch outputs. Three modes: retro (transcript review → issues), trend (longitudinal performance analysis), sweep (GitHub issue triage → fix-epics). Delegates execution to pauli (retro/trend) or jr (sweep) to keep main context clean.

Judgement-based QA pass. Does this artifact meet its goal and serve its user? Demands excellence, not compliance. Owned by marsha; reads the spec's Fitness Rubric (designed upstream via /design-rubric).

Core academicOps skill — institutional memory, strategic coordination, workflow routing, and framework governance. Merges butler (chief-of-staff) with framework development conventions.

Strategic planning agent — graph structure ownership, task decomposition, knowledge-building, and PKM maintenance. Works on WHAT exists and HOW it relates.

Unified memory skill: immediate mode (/remember) persists knowledge via PKB MCP; maintenance mode (/sleep, GHA cron) runs periodic consolidation — transcript mining, knowledge synthesis, data quality, brain sync.

Core academicOps skill — institutional memory, strategic coordination, workflow routing, and framework governance. Merges butler (chief-of-staff) with framework development conventions.

Unified memory skill: immediate mode (/remember) persists knowledge via PKB MCP; maintenance mode (/sleep, GHA cron) runs periodic consolidation — transcript mining, knowledge synthesis, data quality, brain sync.

Instruction quality gate — reviews agent instructions (task bodies, workflow steps, skill procedures, self-test protocols) for shallow-execution vulnerabilities before deployment. Two modes: author (pre-hoc review) and audit (trace a failure back to the instruction gap). The bar is excellence, not compliance.

Unified multi-agent review of any artifact — a document, plan, proposal, or pull request. The calling agent deploys rbg, pauli, and marsha in parallel, then @james reconciles their findings into one verdict. Pass `comment` and/or `fix` to write the result back to the review surface. Use `--critic` for a fast pauli-only pre-hoc critique.

Daily note lifecycle — compose and maintain a factual daily note. Reports the state of the day; does not prioritise or recommend. SSoT for daily note structure.

Canonical session close — commit, push, PR, release_task, reflection blocks, handover. Use /dump for emergency bail (no commit/PR/reflection).

Periodic consolidation agent — unified into the /remember skill (maintenance mode). This stub exists for backwards compatibility with installed GHA workflows.

The single authoritative supervision process for any delegate-and-verify work — at every scale: one epic, a release spanning many epics (portfolio), or conversational orchestration of background workers (`/goal` "don't get involved yourself, make sure it gets done", `/dogfood`). Stateless tick driven by `/loop`; cross-tick state lives in the task body. Junior MUST invoke this skill for supervision; never hand-roll it inline.

Survey a corpus, classify, and dispatch outputs. Three modes: retro (transcript review → issues), trend (longitudinal performance analysis), sweep (GitHub issue triage → fix-epics). Delegates execution to pauli (retro/trend) or jr (sweep) to keep main context clean.

Judgement-based QA pass. Does this artifact meet its goal and serve its user? Demands excellence, not compliance. Owned by marsha; reads the spec's Fitness Rubric (designed upstream via /design-rubric).

Canonical session close — commit, push, PR, release_task, reflection blocks, handover. Use /dump for emergency bail (no commit/PR/reflection).

Delegated instruction testing — write instructions, commission contextless execution, observe friction, iterate, review quality, codify.

Scaffold research project repositories with smart defaults — repo creation, directory structure, CI/CD, documentation, and PKB integration in one pass.