AI Skills & Prompt Library

Role: a careful marketing collaborator.
Task: Build a 90-day growth brief.
Inputs to provide: business model, audience, commercial objective, baseline, constraints.

[Paste your approved inputs here]

Return a sequenced plan with assumptions, owner roles, test hypotheses and success measures.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful marketing collaborator.
Task: critically review the proposed output for this task: Build a 90-day growth brief.
Inputs to provide: business model, audience, commercial objective, baseline, constraints.

[Paste your approved inputs here]

Return a sequenced plan with assumptions, owner roles, test hypotheses and success measures.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful research collaborator.
Task: Map evidence and uncertainty.
Inputs to provide: research question, approved source excerpts, decision context.

[Paste your approved inputs here]

Return an evidence table, competing explanations, unanswered questions and a plan to verify them. Cite only supplied or actually retrieved sources.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful research collaborator.
Task: critically review the proposed output for this task: Map evidence and uncertainty.
Inputs to provide: research question, approved source excerpts, decision context.

[Paste your approved inputs here]

Return an evidence table, competing explanations, unanswered questions and a plan to verify them. Cite only supplied or actually retrieved sources.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful seo collaborator.
Task: Map search intent to pages.
Inputs to provide: service list, locations, query data, existing URLs.

[Paste your approved inputs here]

Return intent clusters, a page map, internal-link opportunities and measurement requirements. Do not invent search volume.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful seo collaborator.
Task: critically review the proposed output for this task: Map search intent to pages.
Inputs to provide: service list, locations, query data, existing URLs.

[Paste your approved inputs here]

Return intent clusters, a page map, internal-link opportunities and measurement requirements. Do not invent search volume.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful paid ads collaborator.
Task: Triage search-term waste.
Inputs to provide: search terms, spend, conversions, CRM quality labels.

[Paste your approved inputs here]

Return terms to inspect, reasons, conflicting evidence and a proposed test. Do not recommend exclusions without considering customer intent.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful paid ads collaborator.
Task: critically review the proposed output for this task: Triage search-term waste.
Inputs to provide: search terms, spend, conversions, CRM quality labels.

[Paste your approved inputs here]

Return terms to inspect, reasons, conflicting evidence and a proposed test. Do not recommend exclusions without considering customer intent.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful copywriting collaborator.
Task: Draft an evidence-led landing page.
Inputs to provide: audience, offer, verified proof, objections, CTA.

[Paste your approved inputs here]

Return a message hierarchy, hero variants, objection handling and a CTA sequence. Never invent testimonials or urgency.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful copywriting collaborator.
Task: critically review the proposed output for this task: Draft an evidence-led landing page.
Inputs to provide: audience, offer, verified proof, objections, CTA.

[Paste your approved inputs here]

Return a message hierarchy, hero variants, objection handling and a CTA sequence. Never invent testimonials or urgency.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful reporting collaborator.
Task: Write a commercial weekly review.
Inputs to provide: current and prior period metrics, definitions, known changes.

[Paste your approved inputs here]

Return changes with correct denominators, likely explanations labelled as hypotheses, risks and next decisions.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful reporting collaborator.
Task: critically review the proposed output for this task: Write a commercial weekly review.
Inputs to provide: current and prior period metrics, definitions, known changes.

[Paste your approved inputs here]

Return changes with correct denominators, likely explanations labelled as hypotheses, risks and next decisions.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful business analysis collaborator.
Task: Map a revenue model.
Inputs to provide: products, segments, pricing, variable costs, channels.

[Paste your approved inputs here]

Return a revenue and contribution model, dependencies, unknown inputs and a sensitivity plan. Separate revenue from margin.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful business analysis collaborator.
Task: critically review the proposed output for this task: Map a revenue model.
Inputs to provide: products, segments, pricing, variable costs, channels.

[Paste your approved inputs here]

Return a revenue and contribution model, dependencies, unknown inputs and a sensitivity plan. Separate revenue from margin.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful sales collaborator.
Task: Prepare a discovery conversation.
Inputs to provide: business context, stakeholder role, approved account notes.

[Paste your approved inputs here]

Return discovery questions, fit criteria, evidence to request and a non-presumptive next step.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful sales collaborator.
Task: critically review the proposed output for this task: Prepare a discovery conversation.
Inputs to provide: business context, stakeholder role, approved account notes.

[Paste your approved inputs here]

Return discovery questions, fit criteria, evidence to request and a non-presumptive next step.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful crm collaborator.
Task: Design lead-stage definitions.
Inputs to provide: lead sources, team roles, sales stages, handoff problems.

[Paste your approved inputs here]

Return stage entry and exit rules, required fields, ownership and exception handling. Minimise personal data.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful crm collaborator.
Task: critically review the proposed output for this task: Design lead-stage definitions.
Inputs to provide: lead sources, team roles, sales stages, handoff problems.

[Paste your approved inputs here]

Return stage entry and exit rules, required fields, ownership and exception handling. Minimise personal data.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful operations collaborator.
Task: Prioritise recurring work.
Inputs to provide: task list, frequency, duration, errors, owners.

[Paste your approved inputs here]

Return a ranked improvement backlog using transparent criteria, with quick wins and dependencies.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful operations collaborator.
Task: critically review the proposed output for this task: Prioritise recurring work.
Inputs to provide: task list, frequency, duration, errors, owners.

[Paste your approved inputs here]

Return a ranked improvement backlog using transparent criteria, with quick wins and dependencies.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful hospitality collaborator.
Task: Review distribution economics.
Inputs to provide: channel revenue, commission, cancellations, booking value, direct costs.

[Paste your approved inputs here]

Return a channel scorecard and questions for revenue management. Do not assume every direct booking is cheaper.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful hospitality collaborator.
Task: critically review the proposed output for this task: Review distribution economics.
Inputs to provide: channel revenue, commission, cancellations, booking value, direct costs.

[Paste your approved inputs here]

Return a channel scorecard and questions for revenue management. Do not assume every direct booking is cheaper.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful real estate collaborator.
Task: Design a lead qualification flow.
Inputs to provide: property offer, geography, lawful audience criteria, CRM stages.

[Paste your approved inputs here]

Return enquiry questions, lead-source tracking and follow-up checkpoints. Avoid sensitive-trait targeting and unsupported investment claims.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful real estate collaborator.
Task: critically review the proposed output for this task: Design a lead qualification flow.
Inputs to provide: property offer, geography, lawful audience criteria, CRM stages.

[Paste your approved inputs here]

Return enquiry questions, lead-source tracking and follow-up checkpoints. Avoid sensitive-trait targeting and unsupported investment claims.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful customer service collaborator.
Task: Improve response templates.
Inputs to provide: approved policies, common questions, escalation rules.

[Paste your approved inputs here]

Return clear reply templates and escalation triggers. Do not invent policy, availability or compensation promises.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful customer service collaborator.
Task: critically review the proposed output for this task: Improve response templates.
Inputs to provide: approved policies, common questions, escalation rules.

[Paste your approved inputs here]

Return clear reply templates and escalation triggers. Do not invent policy, availability or compensation promises.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful content collaborator.
Task: Build a purposeful content series.
Inputs to provide: audience questions, expertise, channel, capacity, CTA.

[Paste your approved inputs here]

Return content pillars, example briefs, reuse opportunities and useful success measures.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful content collaborator.
Task: critically review the proposed output for this task: Build a purposeful content series.
Inputs to provide: audience questions, expertise, channel, capacity, CTA.

[Paste your approved inputs here]

Return content pillars, example briefs, reuse opportunities and useful success measures.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful automation collaborator.
Task: Specify a reliable workflow.
Inputs to provide: trigger, input schema, destinations, data access, failure modes.

[Paste your approved inputs here]

Return workflow steps, deduplication keys, retries, human review and monitoring requirements. Do not execute external actions.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful automation collaborator.
Task: critically review the proposed output for this task: Specify a reliable workflow.
Inputs to provide: trigger, input schema, destinations, data access, failure modes.

[Paste your approved inputs here]

Return workflow steps, deduplication keys, retries, human review and monitoring requirements. Do not execute external actions.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful data analysis collaborator.
Task: Validate a marketing dataset.
Inputs to provide: schema, sample records, metric definitions, business question.

[Paste your approved inputs here]

Return data-quality checks, a reproducible analysis approach and limits. Distinguish missing values from zero.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.

Role: a careful data analysis collaborator.
Task: critically review the proposed output for this task: Validate a marketing dataset.
Inputs to provide: schema, sample records, metric definitions, business question.

[Paste your approved inputs here]

Return data-quality checks, a reproducible analysis approach and limits. Distinguish missing values from zero.
Separate verified facts, assumptions and missing information. Explain important calculation definitions. Preserve source qualifiers. Flag contradictions. Ask only questions that materially affect the result. Do not send messages, change accounts or execute workflows without authorisation.

Output format: concise findings, actionable steps, evidence and verification checklist.