菜单
SkillsMP 已收集 nicsuzor/academicOps 中的 32 个 Skill。打开任一 Skill 可查看来源和详情。
已展示 32 / 32 个已收集 Skill。
Standing experiment protocol for the academicOps project — every piece of real work is also evidence about the framework. Use when starting framework work of any type, testing instructions blind, trialling a runtime mechanism, or reviewing how well the…
原文语言：英语
Creating diagrams in any style — Mermaid flowcharts (structured, code-based) or Excalidraw (hand-drawn, organic). Use style parameter to select.
原文语言：英语
Use when driving a framework run you intend to score — choosing a surface, dispatching a worker, or when asked to "debug a polecat", "run a polecat container interactively", "attach to a polecat session", "check polecat logs", or to verify that a change to…
原文语言：英语
Turn an ask — a captured node or a raw note handed straight to you — into one unit a cold agent can be dispatched onto and judged against — placed, valued, wired, its assumptions sorted into tested and hopes, its forks named with the probe that settles each;…
原文语言：英语
Turn something that went wrong into a lesson that lands somewhere useful. Diagnoses the incident back to the structural cause that invited it, then routes the lesson to the one destination its scope actually claims — task record, project rule, PKB, framework…
原文语言：英语
Write knowledge into the PKB and keep it worth trusting. Capture mode persists facts, decisions, and state as they emerge; consolidation mode turns episodic records into durable knowledge and repairs what has drifted. Every write integrates into what is…
原文语言：英语
Triage 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 for all three modes to keep main context clean.
原文语言：英语
Fast disambiguation index — take the ambiguous words in an ask, run a few differently-worded semantic searches, and hand back a shortlist of ids with one-line snippets the caller can then ask more about, flagging any unfinished task that may already cover the…
原文语言：英语
The return channel. Establish what is actually true about work the graph still claims is in flight and about work that finished while nobody was watching, write those facts back, and return the tasks a landed wave touched to `inbox` for re-planning. Truth…
原文语言：英语
Coordinator-side pathway to a worker surface — a supervised in-session team or an isolated polecat container. The mandatory route to `polecat run`; a raw invocation outside this skill bypasses the delivery-guard and image-freshness obligations below.
原文语言：英语
Session exit — one skill, four paths. Bare `/dump` is the emergency bail: resume task plus a short handover, nothing committed. `/dump full` is the canonical close: commit, push, PR, release. `/dump partial` hands back attempted work with the refused…
原文语言：英语
The thinking pass for "plan this", "what should I do next", and "where does this work go" — fix the altitude, test the plan against the effectual commitments, and route each piece to the stage that owns it.
原文语言：英语
Multi-agent review of any artifact — a document, plan, proposal, or pull request. James deploys rbg, pauli, and marsha in parallel, then reconciles their findings into one verdict. Pass `comment` and/or `fix` to write the result back to the review surface.
原文语言：英语
Judgement-based QA pass. Does this artifact meet its goal and serve its user? Demands excellence, not compliance.
原文语言：英语
Procedural guide for validating a framework change end to end — audit the instruction surface, then prove the behaviour where it actually runs. Use when changing instructions, hooks, or execution plumbing; when certifying a release; or when a change has…
原文语言：英语
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…
原文语言：英语
General extraction/ingestion skill that routes to specific workflows based on input type. Extracts structured information from documents, emails, reviews, feedback, and other sources.
原文语言：英语
Turn a captured ask into ONE task that is placed, valued, wired, and actually actionable — assumptions sorted into tested and hopes, open forks named with the probe that would settle each, and a decision list for the user. Promotes `inbox` to `ready`. Runs…
原文语言：英语
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…
原文语言：英语
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…
原文语言：英语
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 —…
原文语言：英语
Claim a queued task, execute it, record the result on the task, and hand over.
原文语言：英语
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…
原文语言：英语
Scaffold research project repositories with smart defaults — repo creation, directory structure, CI/CD, documentation, and PKB integration in one pass.
原文语言：英语
Keep the PKB graph structurally sound — wire weighted contributes_to edges from work to targets, and run garden passes over parentage, wikilinks, duplicates, and orphans. Fires on graph-hygiene asks, never on valuation or decomposition. Bound to pauli, the…
原文语言：英语
Instruction quality gate — reviews agent instructions (task bodies, workflow steps, skill procedures, self-test protocols, agent definition files) for shallow-execution vulnerabilities before deployment. Two modes: author (pre-hoc review) and audit (trace a…
原文语言：英语
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…
原文语言：英语
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.
原文语言：英语
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…
原文语言：英语
A basic example skill. Use when you need a template for a new skill.
原文语言：英语
Analyze writing samples and create a comprehensive personal writing style guide
原文语言：英语
Fixture skill for build system tests.
原文语言：无法判定