| # | Skill | Trigger Phrase | Primary Output | Time to Generate |
|---|---|---|---|---|
| 1 | Measurement Strategy | “measurement strategy”, “data strategy”, “what should we measure” | End-to-end strategy doc | ~10 min |
| 2 | Tagging & Taxonomy | “tagging framework”, “taxonomy”, “naming conventions”, “UTM strategy” | T&T framework + controlled vocabs | ~10 min |
| 3 | Measurement Plan & KPIs | “measurement plan”, “KPI framework”, “tracking plan” | KPI hierarchy + event specs | ~8 min |
| 4 | Implementation Ops | “implementation spec”, “developer handoff”, “GTM implementation” | Developer-ready tech spec | ~8 min |
| 5 | Analytics Advisory | “analytics audit”, “data quality assessment”, “maturity assessment” | Strategic assessment + recs | ~8 min |
| 6 | Requirements Translation | “what does the data say”, “how do we know if X”, “requirements” | Structured data requirements | ~6 min |
| 7 | Performance Analysis | “performance report”, “campaign analysis”, “what’s working” | Insight report + recs | ~8 min |
| 8 | Governance Model | “governance”, “RACI”, “SOP”, “SLA”, “intake process” | Operating model doc | ~10 min |
| 9 | Cross-Functional Alignment | “alignment”, “stakeholder brief”, “DACI”, “working agreement” | Alignment brief + DACI | ~6 min |
| 10 | Client POV & Roadmap | “POV”, “point of view”, “strategic roadmap”, “recommendations” | Executive-ready POV doc | ~8 min |
| 11 | Business Development | “proposal”, “SOW”, “scope estimate”, “pitch”, “RFP response” | Proposal + scope estimate | ~10 min |
| 12 | Engagement Management | “status report”, “steering committee”, “health check” | Status/health artifacts | ~5 min |
| 13 | Team Mentorship | “delivery review”, “skills assessment”, “feedback”, “standards” | Development artifacts | ~5 min |
client_name: [Organization name]
industry: [Vertical/sector]
business_objectives: [3-5 business goals]
channels: [Digital channels in scope]
platforms: [Analytics/marketing stack]
audiences: [Key audience segments]
maturity_level: [Foundational | Developing | Advanced | Leading]
constraints: [Privacy, regulatory, technical]
stakeholders: [Who needs what data]
Output: 8-section strategy doc with KPI hierarchy, data architecture, activation use cases, governance, and phased roadmap.
client_name: [Organization name]
scope: [What's being taxonomized]
brands: [Brands/business units]
regions: [Geographic regions]
languages: [Language codes]
platforms: [Tech stack]
channels: [Marketing channels]
content_types: [Content to classify]
existing_conventions: [Current naming patterns]
Output: Campaign taxonomy + UTM framework + web event taxonomy + content classification + multi-brand/region governance.
project_name: [Initiative name]
business_goals: [2-5 business goals]
marketing_objectives:[Specific marketing objectives]
properties: [Sites/apps measured]
user_journeys: [Key user flows]
platforms: [Analytics stack]
stakeholder_needs: [Who needs what]
Output: Goal→KPI→Metric alignment + event specifications + reporting specs + personalization requirements.
project_name: [Implementation project name]
measurement_plan_ref: [Reference to measurement plan]
platforms: [Platforms being configured]
properties: [Sites/apps in scope]
engineering_context: [Tech stack/constraints]
environments: [Dev/staging/prod]
events_to_implement: [Event list or reference]
Output: DataLayer specs (with JS code) + GTM config + GA4 setup + QA checklist + deployment plan.
client_name: [Organization name]
assessment_scope: [What's being evaluated]
current_stack: [Analytics platforms]
known_issues: [Pain points]
business_context: [What data supports]
stakeholders: [Who this serves]
Output: Maturity scorecard + gap analysis + prioritized recommendations + scalability roadmap + risk register.
business_question: [The raw, ambiguous question]
questioner_role: [Who's asking]
business_context: [Business background]
available_data: [What data exists]
decision_context: [What decision this informs]
Output: Question decomposition + data requirements + metric definitions + reporting spec + decision framework.
analysis_scope: [What's being analyzed]
time_period: [Date range]
comparison_period: [Comparison period]
channels: [Channels in scope]
kpis: [Success metrics]
data_source: [Where data comes from]
business_context: [What's happening]
Output: Channel performance matrix + deep-dive analysis + Observation→So What→Now What insights + optimization recs + hypotheses.
program_name: [Program being governed]
scope: [What falls under governance]
org_structure: [Teams and roles]
current_pain_points: [What's broken]
scale: [Size and complexity]
maturity: [Ad hoc | Defined | Managed | Optimized]
Output: RACI matrix + SOPs (5 standard procedures) + SLAs + intake workflows + change management + adoption metrics.
initiative_name: [What teams align on]
teams_involved: [All teams/partners]
alignment_goal: [What alignment looks like]
current_blockers: [What prevents alignment]
decision_needed: [Key decisions]
timeline: [When alignment needed]
Output: Stakeholder map + DACI matrix + decision log + working agreement + execution plan + risk register.
client_name: [Client organization]
pov_topic: [Central thesis]
audience: [Who reads this]
client_challenges: [Key business challenges]
current_capabilities: [What they have today]
desired_outcome: [What success looks like]
Output: The Imperative + thesis + strategic pillars + phased roadmap + value framework + investment estimate.
prospect_name: [Prospective client]
opportunity_type: [New | Expansion | RFP]
client_need: [What they need]
scope_elements: [Services to include]
timeline_expectation: [Desired timeline]
team_capabilities: [What you deliver]
Output: Proposal with scope + deliverables + timeline + team + fees + case studies + next steps.
Built-in Estimation Framework:
| Activity | S | M | L |
|---|---|---|---|
| Discovery | 16-24h | 32-48h | 60-80h |
| Measurement Strategy | 24-40h | 48-80h | 80-120h |
| Taxonomy Design | 16-32h | 40-60h | 60-100h |
| GTM Implementation/property | 24-40h | 48-80h | 80-160h |
| PM Overhead | 15-20% | 15-20% | 15-20% |
engagement_name: [Engagement name]
client_name: [Client]
artifact_type: [status_report | health_check | steering_deck | risk_log]
current_status: [Where things stand]
period: [Reporting period]
Sub-types: Status Report (RAG + accomplishments + blockers) | Health Check (8-dimension scoring) | Steering Committee (executive-level brief)
artifact_type: [delivery_review | skills_assessment | feedback | onboarding | standards_guide]
team_context: [Team size, seniority, focus]
Sub-types: Delivery Review (quality scoring + fix guidance) | Skills Assessment (competency matrix + dev plan) | Feedback (SBI+E structure) | Standards Guide (consulting hygiene checklist)
These apply to EVERY skill output:
Starting a new engagement?
├── Business Development → Proposal & SOW
├── Cross-Functional Alignment → Team alignment
└── Measurement Strategy → Strategic foundation
Building the foundation?
├── Tagging & Taxonomy → Naming standards
├── Measurement Plan & KPIs → What to track
└── Implementation Ops → Developer handoff
Running the engagement?
├── Client Engagement Mgmt → Status & health
├── Analytics Advisory → Audits & assessments
├── Performance Analysis → Insights & optimization
└── Requirements Translation → Ad-hoc business questions
Sustaining & scaling?
├── Governance Model → SOPs & SLAs
├── Client POV & Roadmap → Strategic direction
└── Team Mentorship → Quality & development