Insight4Action skill library

Skills you can download and configure today

GEMs, Copilot agents and Gemini agents are being retired in favour of skills you configure yourself. Each skill below states the problem it solves, the job it does, the instructions you can adapt, what it produces and why it is worth having.

Download one you need today, or select several and take the whole set back to your team.

Area:

Report Comment Assistant

Teaching & LearningSchools

The problem

Writing individual comments for every learner takes teachers tens of hours each reporting round. Under time pressure the comments drift towards the same safe phrases, so families learn very little and teachers lose evenings.

The job it does

Turns a teacher's short notes on one learner into a specific, kind, curriculum-linked report comment that reads as though the teacher wrote it, and flags where the notes are too thin to say anything honest.

What it produces

A 60 to 90 word comment per learner in the requested voice, a one-line next step, and a list of any learners whose notes need more evidence before a comment can be written.

Why use it

Gives teachers back the evenings that reporting currently takes.
Keeps every comment specific to the learner instead of recycled praise.
Surfaces thin evidence before reports are locked, not after complaints.
Produces consistent tone across a syndicate or faculty.

Unit and Lesson Planner

Teaching & LearningSchools

The problem

Planning a coherent unit from scratch, with the right sequence, formative checks and resources, takes a teacher several days. Multi-level classrooms make it worse, because one plan rarely fits everyone in the room.

The job it does

Builds a sequenced unit plan from a learning intention, then breaks it into lesson outlines with success criteria, checks for understanding and adjustment options for the range of learners in the class.

What it produces

A unit overview with big ideas and assessment points, lesson-by-lesson outlines with success criteria, two differentiation adjustments per lesson, and a short list of resources to gather.

Why use it

Cuts planning from days to a working draft in one sitting.
Makes the learning sequence visible, so cover teachers can follow it.
Builds in checks for understanding instead of leaving assessment to the end.
Handles multi-level classes with explicit adjustment points.

Differentiation Adviser

Teaching & LearningSchools

The problem

Teachers know a task needs adjusting for the range of learners in front of them, but writing three versions of everything is not realistic. Adjustments get made on the fly, or not at all.

The job it does

Takes one existing task or assessment and produces practical adjustments at three levels, plus the specific scaffolds, sentence starters and supports that make each version work.

What it produces

A table of adjustments for each version, ready-to-use scaffold text, and a short note on which learners each version suits and how to check it is working.

Why use it

Makes inclusion practical rather than aspirational.
Reduces the planning load on teachers and teacher aides.
Keeps expectations high rather than simplifying the learning away.
Gives a shared language for moderation and observation feedback.

Curriculum Implementation Planner

LeadershipSchools

The problem

Curriculum change arrives as a document, not a plan. Leaders are left working out sequencing, professional learning, resourcing and how to know it has actually landed in classrooms.

The job it does

Converts a curriculum requirement into a staged implementation plan with milestones, professional learning, resource implications and evidence of impact at each stage.

What it produces

A one-page implementation roadmap, a term-by-term milestone table, a professional learning outline, and the questions a board or reviewer would ask with draft answers.

Why use it

Turns a policy document into something staff can act on.
Makes the evidence of impact explicit from the start.
Gives leaders a defensible narrative for boards and reviews.
Prevents the common failure where change stops at the planning document.

Parent and Whānau Communication Drafter

CommunicationsSchools

The problem

Difficult or sensitive messages to families are written late in the day, in a hurry, and often read more harshly than intended. One badly worded email can create a complaint that takes weeks to resolve.

The job it does

Drafts the message from the leader's bullet points, in plain language, with the ask and the next step clear, and offers a calmer version when the situation is tense.

What it produces

A ready-to-send email or letter, a short message version for a text or app notification, and a note on tone and any wording that could escalate.

Why use it

Reduces escalation caused by tone rather than substance.
Saves leaders the repeated rewriting of sensitive messages.
Keeps communication consistent and accessible across the organisation.
Gives a second pair of eyes before anything is sent.

Weekly Newsletter Builder

CommunicationsAll organisations

The problem

The weekly notice is assembled from a dozen staff emails, repeated three times, and still misses the date people needed. Someone spends Friday afternoon copying and pasting.

The job it does

Takes the week's raw notices and turns them into one ordered, deduplicated newsletter with clear headings, dates and calls to action, plus a short version for social or app posts.

What it produces

A structured newsletter with a headline, three to six sections, a dated what's-on list, and two short social posts drawn from the same content.

Why use it

Turns an afternoon of assembly into minutes.
Catches duplicated and contradictory dates before they are published.
Produces a consistent structure families learn to scan.
Gives you social and app copy from the same source.

Meeting and Board Minutes Summariser

LeadershipAll organisations

The problem

Minuting a meeting properly takes as long as attending it. Notes arrive late, decisions blur into discussion, and the actions are never quite assigned to anyone.

The job it does

Converts a recording transcript or rough notes into accurate minutes that separate decisions from discussion, name owners and due dates, and mark what is confidential.

What it produces

Minutes with attendance, decisions taken, actions with owners and dates, matters carried forward, and a separate confidential section when needed.

Why use it

Minutes are ready the same day rather than the following week.
Decisions and actions are unmissable, so follow-through improves.
Confidential material is separated before circulation.
Gives a defensible governance record.

Board Report Builder

LeadershipAll organisations

The problem

Board papers are written from a dozen sources the night before, and end up describing activity rather than answering the question the board actually asked.

The job it does

Assembles scattered updates into a board paper with a clear purpose, progress against plan, risks, decisions sought and a plain-language summary on page one.

What it produces

A board paper with an executive summary, progress against objectives, risk and financial notes, and a numbered list of decisions or endorsements sought.

Why use it

Gives governors the decision on page one instead of page nine.
Exposes risks that activity reporting tends to hide.
Creates a consistent paper format across the year.
Saves the leadership team a day per meeting cycle.

Policy and Procedure Drafter

AdministrationAll organisations

The problem

Policies get copied from other organisations, arrive longer than anyone will read, and do not match what staff actually do. Review cycles slip because rewriting them is painful.

The job it does

Drafts a policy or procedure from the organisation's real practice, in a structure staff can follow, with the decisions an approver needs made explicit.

What it produces

A policy with purpose, scope, definitions, the rules, the procedure steps, roles, review date, and a list of open decisions for the approver.

Why use it

Produces a readable document staff will actually use.
Separates the rule from the procedure, which is where most drafts fail.
Flags the decisions only the organisation can make.
Makes the review cycle and owner explicit.

Attendance and Achievement Analyst

Student SupportSchools

The problem

Schools hold attendance and achievement data but rarely have time to read it. Patterns are noticed late, and the response is a whole-school initiative rather than something aimed at the group that needs it.

The job it does

Reads exported attendance or achievement data, finds the patterns that matter, separates signal from noise, and proposes targeted responses with the evidence behind each one.

What it produces

A short findings note: the three patterns worth acting on, the group each affects, a suggested response, and the caveats about what the data cannot tell you.

Why use it

Turns a spreadsheet export into decisions.
Points resource at the group that needs it rather than everyone.
States the limits of the data, which prevents over-claiming.
Repeatable each term, so trends become visible.

Student Wellbeing Signal Reader

Student SupportSchools

The problem

Early signs of a student slipping are spread across attendance, incidents, referrals and staff observation. Nobody sees the whole picture until the situation is serious.

The job it does

Brings scattered pastoral signals together into a ranked, de-identified watchlist with a suggested first contact, and makes clear this is a prompt for a human, not a diagnosis.

What it produces

A short list of students to check in with, the signals behind each, a suggested first step, and an explicit statement of what the skill cannot assess.

Why use it

Surfaces concerns earlier, while they are still small.
Gives pastoral teams a shared starting point for triage.
Keeps a human decision at the centre of every referral.
Documents the reasoning, which matters for accountability.

Recruitment and Job Description Writer

People & HRAll organisations

The problem

Job descriptions are recycled from the last appointment, so they describe a role that no longer exists and attract the wrong applicants. Shortlisting then depends on whoever wrote the advert.

The job it does

Turns a hiring manager's need into a job description with a real purpose, outcome-based responsibilities, selection criteria that can be assessed, and advertisement copy.

What it produces

A job description with purpose, responsibilities, person specification, selection criteria and interview questions, plus a 200 word advert and a short social post.

Why use it

Criteria are assessable, which makes shortlisting defensible.
Adverts attract applicants who match the actual need.
Cuts the rewriting cycle before a vacancy is advertised.
Interview questions come from the same source as the criteria.

Finance Summary Narrator

FinanceAll organisations

The problem

The monthly finance pack is accurate and unreadable. Most of the people who must act on it cannot tell which variance actually matters.

The job it does

Turns a set of financial figures into a plain-language summary that names the variances that matter, explains the likely driver, and separates timing from real movement.

What it produces

A one-page summary of position, three variances worth attention with possible drivers, a cash or commitment note, and questions for the finance lead to confirm.

Why use it

Non-financial leaders can act on the numbers.
Separates timing differences from genuine overspend.
Produces a consistent monthly narrative.
Names the questions to ask rather than pretending to certainty.

Proposal and Tender Writer

Sales & MarketingAll organisations

The problem

Every proposal starts from a blank page, so strong work is rewritten rather than reused, and evaluation criteria get answered in the order the writer prefers rather than the order they are scored.

The job it does

Builds a proposal that answers the buyer's stated criteria in their order, uses the organisation's evidence, and marks every gap that needs a real answer before submission.

What it produces

A proposal outline mapped to the evaluation criteria, draft responses per criterion, an evidence table, and a list of gaps and compliance risks.

Why use it

Responses follow the scoring structure, which lifts marks.
Reuses proven content instead of rewriting it.
Catches compliance gaps before the deadline.
Frees senior time for the parts only they can write.

Customer Enquiry Responder

Customer ServiceAll organisations

The problem

The same twenty enquiries arrive every week. Each one is answered from scratch, in a different voice, and the difficult ones sit unanswered until someone has time.

The job it does

Drafts a reply to an enquiry in the organisation's voice, using the answers the organisation has already approved, and hands the genuinely difficult ones to a person with a summary.

What it produces

A ready-to-send reply, a suggested follow-up question when information is missing, and an escalation note for anything outside the approved answers.

Why use it

Response times fall without lowering quality.
Answers stay consistent and policy-safe.
Difficult cases reach a person with context attached.
Reusable answers build into a service knowledge base.

Process Documentation Writer

OperationsAll organisations

The problem

The way things actually get done lives in one person's head. When they are away, the process stops, and every new staff member is trained by shadowing rather than by a document.

The job it does

Turns a described process into a numbered procedure with decision points, roles, timing and the failure points to watch, then produces a one-page quick reference.

What it produces

A full procedure with steps and decision branches, a one-page quick guide, a list of inputs and records, and the three points where it most often breaks.

Why use it

Removes single-person dependency from critical processes.
New staff become productive faster.
Failure points are documented rather than rediscovered.
Gives an auditable record of how work is done.

Risk and Compliance Checklist Builder

OperationsAll organisations

The problem

Compliance checks are spread across spreadsheets, emails and memory. Nobody has a single view of what must be checked, by when, by whom, and what evidence proves it was done.

The job it does

Builds a compliance register from the organisation's obligations, assigning each control an owner, a frequency and the evidence that would satisfy a reviewer.

What it produces

A compliance register with control, owner, frequency, evidence and status columns, a calendar view of what is due, and a list of obligations needing legal confirmation.

Why use it

One view of what must be done and what proof exists.
Clear ownership removes the 'someone should' problem.
Evidence is defined before an auditor asks for it.
Flags obligations that need professional advice.

Campaign Performance Analyst

Sales & MarketingAll organisations

The problem

Campaign reports list clicks and impressions without saying whether any of it worked. Budget decisions get made on the metric that is easiest to explain rather than the one that matters.

The job it does

Reads campaign results against the objective, separates real movement from noise and seasonality, and names the one change worth making next.

What it produces

A short readout: performance against objective, the two results worth attention, the likely cause, a recommended next action, and what the data cannot tell you.

Why use it

Budget moves on evidence rather than the loudest opinion.
Stops promising results the data cannot support.
Produces a consistent readout every campaign.
Names one next action instead of twelve observations.

Content and Article Writer

Sales & MarketingAll organisations

The problem

Publishing consistently is the first thing to slip when the team is busy. When content does go out it reads like a brochure, so it does not get found or shared.

The job it does

Turns a topic and a point of view into an article with a clear structure, a real argument and a call to action, in the organisation's voice and at the requested length.

What it produces

A finished article with headline options, a summary, structured sections, a conclusion and a short version for a newsletter or social post.

Why use it

Keeps publishing on schedule without a writer on staff.
Produces a point of view rather than a list of features.
Gives three headline options to test.
Reuses one piece across email, social and the website.

Social Media Content Planner

Sales & MarketingAll organisations

The problem

Social media gets whatever is left over at the end of the week, so the feed becomes a series of announcements nobody engages with.

The job it does

Builds a four-week plan tied to what the organisation is actually doing, with a mix of formats, post copy and the asset each post needs.

What it produces

A four-week calendar with post copy per slot, the format and asset for each, and a note on what success looks like.

Why use it

Ends the weekly scramble for something to post.
Balances promotion with useful content.
Tells you what to photograph or record in advance.
Sets a simple measure of whether it is working.

Outbound Email Sequence Writer

Sales & MarketingAll organisations

The problem

Cold outreach is either a single generic email that gets ignored, or a sequence that reads as pressure. Either way the reply rate is poor and the brand takes the damage.

The job it does

Writes a short sequence where every message earns the next one, each adds something new, and the last gives a clean, respectful way out.

What it produces

A four to five message sequence with subject lines, send timing, the reason for each follow-up, and the reply path.

Why use it

Higher reply rates from specificity rather than volume.
Protects the brand while chasing business.
Gives a clear stopping point instead of endless nudging.
Reusable once the offer is stable.

Lead Qualification Assistant

Sales & MarketingAll organisations

The problem

Enquiries arrive in no particular order and the team works through them as they land. The best fit waits behind someone who will never buy.

The job it does

Scores each enquiry against the organisation's real fit criteria, says why, and recommends the first next step, including when the answer is to decline politely.

What it produces

A ranked list with a score, the reasoning, the missing information to ask for, and a recommended first action.

Why use it

The team spends its time on the enquiries most likely to suit.
Fit criteria become explicit and consistent.
Polite declines happen early, before goodwill is spent.
Missing information is identified before the first call.

Customer Feedback Analyser

Customer ServiceAll organisations

The problem

Feedback arrives as a survey export, review stars and a folder of emailed comments. Nobody reads all of it, so the same complaint is fixed twice and the real issue stays untouched.

The job it does

Groups free-text feedback into themes with counts and representative quotes, separates the quick fixes from the systemic issue, and suggests what to change.

What it produces

A themed summary with volume per theme, two illustrative quotes each, a quick-fix list and the one systemic change worth the effort.

Why use it

Replaces anecdote with a ranked view of what people say.
Distinguishes a noisy few from a real pattern.
Gives staff the words customers actually use.
Turns feedback into one clear improvement decision.

Strategic Plan Summariser

LeadershipAll organisations

The problem

The strategic plan runs to thirty pages and nobody outside the leadership team has read it. Staff cannot say what the priorities are, and the plan drifts away from the work.

The job it does

Compresses the plan into what each audience needs to know, keeps the commitments intact, and turns priorities into what will look different by when.

What it produces

A one-page summary for staff, a four-line version for families or customers, and a table of priorities with the evidence of progress.

Why use it

Everyone can state the priorities without reading the plan.
Commitments are preserved rather than paraphrased away.
Progress becomes measurable term by term.
Gives leaders language for boards, staff and community.

Competitor and Market Scan

LeadershipAll organisations

The problem

Market awareness is built from chance encounters and the occasional conference. Decisions get made without knowing what else is available to the same people.

The job it does

Structures what is known about competitors and the wider market into a comparison that shows where the organisation is genuinely differentiated and where it is not.

What it produces

A comparison table, three points of real differentiation, the areas of vulnerability, and the questions to investigate before committing.

Why use it

Replaces impressions with a structured comparison.
Shows honestly where there is no advantage.
Frames vulnerabilities before a customer does.
Names the research still needed rather than pretending certainty.

KPI Dashboard Narrator

LeadershipAll organisations

The problem

Dashboards are full of numbers and short on meaning. People read their own metric, miss the relationship between metrics, and leave without a decision.

The job it does

Reads a set of measures and writes the story: what moved, what it means together, which numbers are symptoms and which are causes, and what to decide.

What it produces

A narrative of no more than one page: the headline, three movements that matter, the relationships between them, one decision and one thing to watch.

Why use it

Meetings start with meaning instead of page one of a report.
Connects measures that are usually read in isolation.
Produces one decision per cycle rather than a data tour.
Flags when a number is being misread.

Supplier and Quote Comparison

OperationsAll organisations

The problem

Quotes arrive in different formats, covering slightly different things. The cheapest line item is often not the lowest total cost, and the difference is discovered after signing.

The job it does

Normalises quotes into a like-for-like comparison, surfaces what each excludes, and calculates total cost of ownership over the contract term.

What it produces

A comparison table with normalised line items, an exclusions register, a total cost view and the questions to put to each supplier.

Why use it

Compares what is actually being offered, not headline price.
Exposes exclusions before they become variations.
Gives a defensible record of the decision.
Shortens the negotiation by asking the right questions first.

Invoice and Debt Follow-up Assistant

FinanceAll organisations

The problem

Chasing unpaid invoices is unpleasant, so it happens late and inconsistently. The result is predictable: cash sits with customers who would have paid on a polite reminder.

The job it does

Produces an escalating follow-up sequence by age of debt, each message proportionate, clear about the amount and the date, and firm without souring the relationship.

What it produces

A four-stage reminder sequence with timing, amounts and payment routes, plus an internal note on which accounts need a phone call rather than another email.

Why use it

Cash arrives sooner without a difficult conversation.
Every customer is treated consistently.
Keeps a record of what was sent and when.
Identifies the accounts that need a person, not a template.

Contract Review Summariser

AdministrationAll organisations

The problem

Contracts are signed because nobody has time to read them properly. The clauses that cause trouble later are the ones that went unread: auto-renewal, exit, liability and price escalation.

The job it does

Summarises a contract in plain language, pulls out the clauses that carry risk, and lists the points to raise before signing or renewing.

What it produces

A plain-language summary, an obligations table for both parties, a flagged clause list with why each matters, and questions for your adviser.

Why use it

Makes a contract readable by the person who has to live with it.
Surfaces auto-renewal and exit terms before the deadline.
Separates commercial risk from legal risk.
Tells you exactly what to ask a lawyer about.

Appointment and Booking Coordinator

AdministrationAll organisations

The problem

Booking conversations take several emails each way, get double-booked, and leave people arriving at the wrong time or place.

The job it does

Turns a booking request into a confirmed slot with the right information, using the organisation's real availability rules, and writes the confirmation and reminder.

What it produces

A proposed slot, a confirmation message with time, place, duration and what to bring, and a reminder message.

Why use it

Cuts the back-and-forth to one exchange.
Prevents double bookings by applying the rules consistently.
Reduces no-shows with a clear reminder.
Keeps a written record of what was agreed.

Expense Report Compiler

FinanceAll organisations

The problem

Expense claims arrive as a pile of receipts and a spreadsheet nobody enjoys checking. Coding is inconsistent, claims are late, and policy breaches are found after payment.

The job it does

Sorts receipts into categories against the organisation's policy, flags anything out of policy or missing evidence, and produces a claim summary ready for approval.

What it produces

A categorised claim summary with totals, a list of exceptions with the policy clause, and the missing evidence list.

Why use it

Claim checking takes minutes rather than an afternoon.
Coding is consistent month to month.
Policy breaches are caught before payment.
Gives approvers what they need to sign with confidence.

Marking and Feedback Assistant

Teaching & LearningSchools

The problem

Marking a class set takes hours and much of the feedback lands as a comment at the end that students read once. Teachers know feedback should change what students do next, but the volume makes that hard.

The job it does

Reads a student's work against the teacher's success criteria and writes specific feedback: what met the criteria, the one thing to fix, and the next step, then summarises what the whole class missed.

What it produces

Feedback of 40 to 70 words per student tied to the criteria, one next-step task each, and a class summary naming the two most common gaps with a short re-teach suggestion.

Why use it

Feedback students can act on rather than a grade and a comment.
Cuts marking time while keeping the teacher's judgement central.
Keeps feedback consistent across a syndicate or faculty.
Turns a class set into evidence of what to re-teach.

Assessment Task and Rubric Designer

Teaching & LearningSchools

The problem

Assessment tasks are written quickly and rubrics say things like some understanding, so moderation turns into an argument and students cannot tell what good looks like.

The job it does

Builds a task with a rubric that describes observable performance at each level, then checks that the task actually allows a student to show each criterion.

What it produces

A task sheet with instructions and conditions, a rubric with observable descriptors, a marking guide, and an alignment check listing any criterion the task cannot assess.

Why use it

Moderation becomes a discussion about evidence, not preference.
Students can see what good looks like before they start.
Misalignment is caught before the task is sat.
Reusable across a faculty teaching the same standard.

Cover Lesson Pack Builder

Teaching & LearningSchools

The problem

When a teacher is away the reliever gets a vague instruction and the class loses a day. Preparing a proper cover pack takes time the absent teacher does not have.

The job it does

Builds a self-contained pack from the unit plan: the lesson in order with timings, the materials, the behaviour and support notes, and the handover back to the class teacher.

What it produces

A one-page cover sheet, step-by-step activities with timings, a materials list, seating and support notes, and a handover note for the returning teacher.

Why use it

Learning continues rather than becoming a holding day.
A reliever can run the lesson without guessing or improvising.
Reduces behavioural problems caused by unclear expectations.
Leaves the returning teacher a record of what happened.

Behaviour and Restorative Conversation Planner

Teaching & LearningSchools

The problem

Behaviour incidents are handled differently by each staff member. Restorative conversations happen only when someone has the time and the confidence, so the same students cycle through the same incidents.

The job it does

Prepares the conversation in advance: the facts to establish, the questions in order, how to hold the boundary, and the agreement and record to leave behind.

What it produces

A conversation plan with an opening, restorative questions, likely responses and how to answer them, an agreement template, and a record for the file.

Why use it

A consistent approach across the whole staff.
Staff start difficult conversations with a plan rather than dread.
Agreements are specific, so they can be kept.
Creates a record that stands up if it is reviewed.

Education Outside the Classroom Planner

Teaching & LearningSchools

The problem

Trip paperwork is done at the last minute, risk assessments are copied from last year, and the hazards specific to this group and this venue are the ones missed.

The job it does

Builds the trip plan from the purpose and the actual group: itinerary, supervision ratios, hazards for this activity and venue, the emergency plan and the approvals required.

What it produces

An itinerary, a risk register with controls and who owns each, a supervision and ratio plan, an emergency and communication plan, and the approvals and consents checklist.

Why use it

Hazards are identified for this trip rather than last year's.
Paperwork is done once and done properly.
Ratios and supervision are defensible if reviewed.
Staff know exactly what to do if something goes wrong.

Teacher Inquiry and Registration Reflection Writer

Teaching & LearningSchools

The problem

Inquiry and registration reflections get written at the end, under pressure, and end up describing activity rather than what changed in practice and what it changed for learners.

The job it does

Structures the teacher's own notes into an inquiry narrative: focus, baseline, what was tried, the effect, and the next step, in the form the framework requires.

What it produces

An inquiry report in the required structure, a short reflection suitable for appraisal, and a list of the evidence to attach.

Why use it

Reflection describes impact rather than activity.
Meets the framework's structure without last-minute panic.
Reusable across appraisal and registration.
Shows honest evidence, including what did not work.

Teacher Inbox and Admin Triage

AdministrationSchools

The problem

A teacher's inbox mixes parent queries, deadline notices, meeting requests and newsletters. Triage happens all day in fragments, and the important message gets buried under the urgent ones.

The job it does

Sorts a batch of messages into act now, schedule, read later and ignore, drafts the routine replies, and produces a short list of what must be done today.

What it produces

A triaged list with the suggested action and deadline for each message, drafted replies for the routine ones, and a today list of no more than five items.

Why use it

Gives back the time currently lost to inbox noise.
Nothing important slips past the end of the week.
Replies go out the same day without being rewritten.
Sets a boundary between teaching time and admin.

Staff Meeting and Professional Learning Designer

LeadershipSchools

The problem

Staff meetings become announcements and professional learning becomes a one-off talk. Nothing changes in classrooms, and the time costs a full staff after school.

The job it does

Designs the session around one observable change in practice, with the minimum input needed, time to apply it, and a clear plan for following it up.

What it produces

An agenda with timings, the learning sequence, a practice task staff complete in the room, what leaders will look for afterwards, and the follow-up item for next time.

Why use it

Meetings change practice rather than transferring information.
Announcements come out of the meeting and into writing.
Follow-through is designed in, not hoped for.
Gives leaders evidence of whether it landed.

Appraisal and Observation Conversation Assistant

LeadershipSchools

The problem

Observation feedback becomes a list of strengths and next steps that could apply to any teacher, and appraisal turns into compliance paperwork that satisfies nobody.

The job it does

Turns observation notes into specific evidence against the standards, a plan for the feedback conversation, and two growth goals that can be evidenced in the next cycle.

What it produces

An evidence summary against the standards, a conversation plan, two goals with success indicators, and the support the leader will provide.

Why use it

Feedback a teacher can use on Monday.
Evidence is ready before the appraisal meeting.
Defensible if a decision is ever challenged.
Growth rather than a compliance ritual.

Incident and Complaint Response Planner

LeadershipAll organisations

The problem

A serious incident or formal complaint gets handled under pressure, with conflicting messages to staff, family and board, and decisions made before the facts are known.

The job it does

Sets out the facts to establish, who needs to know what and when, the interim actions, and a separate message for each audience, with the record to keep.

What it produces

A timeline, roles and interim actions, holding statements for staff, the family or customer, and the board, plus the record and review steps.

Why use it

A calm, consistent response under pressure.
Messages to different audiences do not contradict each other.
Decisions are made on established facts.
Creates a record that stands up to review.

Roll, Staffing and Timetable Planner

LeadershipSchools

The problem

Roll changes are felt at the staffing and timetable stage, when the options are already narrow. Entitlement, release and class size decisions sit in spreadsheets nobody else can check.

The job it does

Models the roll and staffing position from the numbers supplied, makes the trade-offs visible, and produces options with their consequences rather than a single answer.

What it produces

A roll projection summary, three staffing options with effects on class size, release and budget, the timetable implication of each, and the assumptions to test.

Why use it

Decisions are made with the trade-offs on the table.
Assumptions are recorded, so projections can be checked later.
Gives the board real options rather than a single proposal.
Avoids the February surprise.

Property and Maintenance Prioritisation

OperationsSchools

The problem

Maintenance lists grow faster than budgets. Priorities get set by who complains loudest, and genuine health and safety risks sit beside cosmetic jobs in the same spreadsheet.

The job it does

Ranks each item on risk, consequence and cost, separates must-do from should-do, and turns the list into a plan that can be defended to a board.

What it produces

A prioritised register with risk rating, indicative cost and timing, the compliance must-do list, and a one-page summary for the board.

Why use it

Money goes to risk first, not to the loudest voice.
The plan can be defended when someone asks why their job is not first.
Quotes are judged against the actual need.
Fewer emergencies and unplanned closures.

Review and Evidence Pack Builder

LeadershipAll organisations

The problem

External review arrives and the evidence is scattered across folders, minutes and memory. The story of what has changed gets assembled after the reviewer asks the question.

The job it does

Collects the organisation's own evidence against each evaluation question, identifies what is missing, and drafts the narrative that can be defended honestly.

What it produces

An evidence map by question, a gap list with what to collect and who owns it, and a draft narrative where every claim is linked to a piece of evidence.

Why use it

Evidence is organised before the visit, not during it.
Self-review becomes honest rather than defensive.
Gaps are visible while there is still time to fill them.
A reusable record for the next cycle.

Community Consultation Planner

CommunicationsAll organisations

The problem

Consultation happens because it is required rather than because it will inform the decision. The same voices respond, and the decision is contested afterwards by people who never heard about it.

The job it does

Plans consultation that reaches the people affected, states plainly what is and is not open, captures views in a usable form, and reports back what changed.

What it produces

A consultation plan with audiences, channels, timing and questions, a response summary format, and a you said, we did report.

Why use it

Response is more representative of the community.
Decisions are harder to contest when the process is visible.
Demonstrates good faith without surrendering the decision.
Produces the report the board will ask for.

AI Skill Designer

AdministrationAll organisations

The problem

Most people have a task they repeat every week and no reliable way to hand it to AI. They retype the same instructions each time, get a different answer each time, and the know-how stays with whoever worked it out.

The job it does

Turns a rough idea for a reusable AI skill into a complete set of instructions with a role, a method, guardrails and a worked example, ready to paste into ChatGPT, Claude, Copilot or Gemini.

What it produces

One skill definition under six headings, written in the second person, sized to fit a single custom instruction, plus one to three tags so it can be found again.

Why use it

Turns a vague idea into something usable tomorrow.
Stops the same instructions being rewritten by every person on the team.
Builds guardrails in from the start rather than after a problem.
Produces a consistent structure, so skills can be reviewed and shared.

Personal Assistant Instructions Writer

AdministrationAll organisations

The problem

A general AI assistant answers in its own default voice, so every reply needs reformatting. Writing a full set of personal instructions from scratch takes an hour, and most people never finish it.

The job it does

Builds a complete set of personal assistant instructions from a short description of the work: what it is for, how it should sound, what it must never do, and the recurring tasks it should run on request.

What it produces

Finished instructions covering purpose, personality, tone and style, decision priorities, responsibilities, boundaries, signature behaviours and named workflows, ready to paste into a custom assistant.

Why use it

Replaces generic answers with replies already in your voice.
Captures recurring tasks as named triggers you can call by name.
Sets the boundaries before the first awkward output.
Reusable once written, and easy to amend as the work changes.

Take the whole set back to your team

Select every skill that fits, download the pack, then install them where your people already work. If you would rather have a skill built around your own policies and evidence, we can do that with you.