nicsuzor/aops

aops

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

원문 언어: 영어

daily

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.

원문 언어: 영어

dump

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.

원문 언어: 영어

end-session

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

원문 언어: 영어

planner

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

원문 언어: 영어

project

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

원문 언어: 영어

remember

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.

원문 언어: 영어

sleep

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

원문 언어: 영어

supervisor

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…

원문 언어: 영어

survey

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…

원문 언어: 영어

verify

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).

원문 언어: 영어

aops

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

원문 언어: 영어

planner

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

원문 언어: 영어

remember

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.

원문 언어: 영어

dbt

dbt (data build tool) implementation of the analyst transformation layer. Use when a project has a dbt/ directory or you need to build, test, or document SQL transformations as version-controlled, reproducible dbt models. This is the dbt-specific HOW for the…

원문 언어: 영어

python-viz

Python plotting and statistical-modelling libraries (matplotlib, seaborn, statsmodels) for the analyst presentation and statistical-methodology layers. Use when producing publication-quality figures or fitting statistical models in Python. Library-specific…

원문 언어: 영어

streamlit

Streamlit implementation of the analyst presentation layer. Use when building or updating a Streamlit dashboard that displays pre-computed research data. This is the Streamlit-specific HOW for the tech-agnostic principles in the aops-tools analyst skill —…

원문 언어: 영어

aops

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

원문 언어: 영어

remember

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.

원문 언어: 영어

analyst

Support academic research data analysis with technology-agnostic principles — research-data immutability, a versioned/tested/reproducible transformation layer, statistical methodology, and self-documenting research. Use this skill for any computational…

원문 언어: 영어

peer-review

Peer review of research funding applications and academic submissions. Scheme-agnostic — fetches current criteria from the relevant handbook each round, since weights and language change. Covers Detailed Assessor and College-of-Experts / General Assessor…

원문 언어: 영어

craft

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…

원문 언어: 영어

design-rubric

Design-stage fitness rubric — persona immersion, scenario design, dimensions that define what excellence looks like for the people a feature serves. Two modes — author (produce a rubric for a new spec) and critique (red-team an existing spec). Output lives on…

원문 언어: 영어

strategic-review

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…

원문 언어: 영어

daily

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.

원문 언어: 영어

dump

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.

원문 언어: 영어

end-session

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

원문 언어: 영어

sleep

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

원문 언어: 영어

supervisor

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…

원문 언어: 영어

survey

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…

원문 언어: 영어

verify

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).

원문 언어: 영어

end-session

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

원문 언어: 영어

dogfood

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

원문 언어: 영어

research

Academic research methodology guardian. Ensures agents working on empirical research maintain methodological integrity: research questions drive all design decisions, methods are appropriate and justified, data collection quality is verified before…

원문 언어: 영어

project

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

원문 언어: 영어

cowork-sync

Mirror PKB tasks onto the Cowork native task list at claim time and sync completion back to PKB. Cowork-only; ships only in the cowork build of aops-core.

원문 언어: 영어

deep-research

Author high-quality deep-research prompts (Gemini / ChatGPT Pro / Perplexity Deep Research), then capture the resulting documents into the PKB — including figure extraction, agent-transcribed alt-text for load-bearing images, frontmatter, and wikilink wiring…

원문 언어: 영어

diagram

Creating diagrams in any style — Mermaid flowcharts (structured, code-based) or Excalidraw (hand-drawn, organic). Use style parameter to select.

원문 언어: 영어

extract

General extraction/ingestion skill that routes to specific workflows based on input type. Extracts structured information from documents, emails, reviews, feedback, and other sources.

원문 언어: 영어

pdf

Convert markdown documents to professionally formatted PDFs with academic-style typography, Roboto fonts, proper page layouts, and styling suitable for research documents, reviews, reports, and academic writing.

원문 언어: 영어