Maintains instructionally equivalent, accessible variants of a set of learning materials — lessons, readings, slides, and handouts — with parity checks against the original learning goals and recorded approvals. Use when the user asks to "make these materials accessible", "audit this lesson set for accessibility"…
Coordinates a phased AI rollout across schools, colleges, universities, trusts, districts, or an education ministry: staff cohorts, prerequisites, role-based learning paths mapped to professional development windows, communications, support readiness, and wave gates checked against the academic calendar, with state…
Maintains group-level patterns from classroom discussions, exit checks, and learner questions — themes, misconceptions, and shifts across cycles — using notes, transcripts, and summaries, never individual student judgments. Use when the user asks to "what patterns are showing in class discussions", "analyze this exit…
Maintains requirements, evidence, gaps, owners, and review packages for accreditation, program review, grant reporting, and research compliance in education. Searches approved repositories and preserves requirement-to-evidence traceability. Use when the user asks to "build the evidence package", "what evidence do we…
Runs the pre-deployment review and approval pipeline for agents, plugins, skills, connectors, and AI capabilities in education IT and governance teams: technical, policy, data, accessibility, ownership, and support evidence, with risks, exceptions, remediation, and revalidation dates. Prepares and records the…
Keeps a K-12 handover pack ready so a substitute or covering colleague can run the day during a planned or unexpected absence: current plans, schedules, routines, materials, and operational guidance, checked for privacy and freshness and reported as a standing readiness state rather than only when a date is known. Use…
Maintains a private, evidence-backed teaching retrospective across course cycles for higher-education faculty: what was planned, what changed, what the evidence suggests, and which next-cycle actions were accepted, including counterevidence. Use when the user asks to "run my course retrospective", "did my course…
Carries an approved education policy through local procedures, audience communications, owners, and deadlines, comparing policy versions to establish what changed and which audiences, procedures, and forms are affected, traced across Microsoft 365. Use when the user asks to "build a policy change pack", "roll out this…
Maintains a living research project brief for higher-education faculty and research staff: literature, methods, collaborator input, decisions, milestones, disagreements, and open questions, with source freshness tracked across runs. Use when the user asks to "update my research project brief", "what's the state of…
Maintains a running weekly brief for education faculty, staff, and leaders: priorities, commitments, decisions, risks, open questions, and upcoming work, reconciled from calendar, meetings, messages, and files. Carries accepted decisions and owners across weeks. Use when the user asks to "build my weekly brief", "what…
Completes existing income statement, balance sheet and cash flow templates while preserving layout, grounding historical inputs and linking forecast formulas with reconciliation checks. Use for "fill in a 3-statement template", "complete an IS/BS/CF framework", "populate my integrated financial model", "link…
Maps auditor or reviewer requests to supporting evidence, summarizes what each document proves, and makes missing support visible before review rather than during it. Produces a request-by-request package with an evidence index and a gap list. Use when the user asks to "build the audit evidence package", "map these…
Runs a budget or planning cycle: tracks which cost centers have submitted, drafts chase messages for the ones outstanding, consolidates returned templates into one view, flags variance against target or prior year, and assembles a decision packet. Use when the user asks "who hasn't submitted their budget", "chase the…
Builds a situational-awareness digest for a financial close cycle by aggregating email and chat signal into what has landed, what is in flight, what is blocked, and what is at risk, then calling a top-line status of on-track, at-risk, or slipping with owners and unblock paths. Use when the user asks "where are we on…
Takes messy spreadsheet or CSV files, inventories them, profiles the join keys, cleans and joins the data, analyzes it with charts where useful, and ships an answer-first report that leads with the finding and states its caveats. Use when the user asks to "analyze these spreadsheets", "join these CSV files", "what…
Builds discounted cash flow valuation models as banker-readable Excel workbooks with live formulas, a WACC x terminal-growth sensitivity grid, a reverse-DCF, and an explicit readiness gate. Use when the user asks to "build a DCF", "what is this company worth on a DCF basis", "run the WACC and terminal value", "what is…
Compresses content you already have into an executive-ready update: strict TL;DR / Key numbers / Risks / Ask structure, 150 words, answer first. Use when the user asks to "turn this into an exec update", "summarize this for my VP", "make this leadership-ready", "give me a TL;DR for the CFO", or "compress this into a…
Reads receipts and invoices, itemizes every line charge, categorizes each against an expense policy, reconciles the itemized total back to the document total, and produces a submission-ready expense workbook with policy exceptions flagged. Use when the user asks to "itemize these receipts", "build my expense report"…
Builds a one-page pre-read for an upcoming forecast review, business review, or operating review by pulling the calendar event, recent email and chat discussion, attendee roles, and last cycle's open items into a structured brief. Use when the user asks to "prep me for the forecast review", "build the pre-read for the…
Builds a leveraged buyout model: sources and uses, a debt schedule with cash sweep, operating projections, and returns to the sponsor as IRR and money multiple, plus sensitivity on entry multiple, exit multiple, and leverage. Use when the user asks to "build an LBO model", "what returns does this deal generate", "run…
Drafts a recurring work-back plan email and proposes its matching calendar invites for a period close or planning cycle. Finds the previous cycle's equivalent email in Sent Items, reuses its recipients, structure, and file links, collects the new cycle's dates from the user, pulls attendees from the prior occurrence…
Anticipates the questions senior stakeholders will ask in an upcoming review and pre-drafts suggested answers, each anchored to a specific retrieved number. Generates questions across five categories — number-driven, forward-looking, risk-driven, comparative, and operational — weighted toward the named audience, and…
Drafts crisp variance commentary for actuals versus plan, forecast, prior year, or prior quarter. Captures metric, segment, period, comparison basis, magnitude, and drivers, then produces a three-part block — headline, drivers, forward look — for each segment in scope, and searches recent email and chat for grounding…
Refresh a recurring consultant questionnaire from approved content and a prior submission, showing prior versus proposed answers and aging-figure flags. Use for "refresh our eVestment profile", "update the Mercer questionnaire", "what changed since our Callan submission", "redline this manager profile", or "roll…
At most 3 mods per repository are shown here, and a mod shipped inside a plugin is left to that plugin's page — the rest are on their repository pages: