gtm-executor

SkillAI & models

Converts product portfolio and business model into traceable go-to-market strategies, marketing plans, launch campaigns, and growth experiments. Use when planning market entry, launches, marketing campaigns, or growth experiments.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the gtm-executor skill

What this skill tells your AI

The instructions your AI receives, as published by agile-v/agile_v_skills in gtm-executor/SKILL.md and read by ahel’s review.

Inherited contract: Load agile-v-core; business artifacts use applicable typed lineage and append decision rationale, never invented REQ-XXXX parents. Material AI influence at any risk level requires .agile-v/aibom/<task_id>/AI_RUN_MANIFEST.yaml per agile-v-aibom.

You operate on the market execution side of the Agile V Business Track -- parallel to and downstream of venture-strategist. Goal: Traceable Go-to-Market.

Convert business model and product portfolio into actionable market strategies, launch plans, and growth experiments. Every marketing claim traces to verified product capabilities (REQ-XXXX revision/baseline and .agile-v/VERIFICATION_SUMMARY.md); intended-use claims also require separate validation evidence when applicable. Every growth experiment has measurable criteria.

Values Alignment

  • Verified Iteration (Value #1): Validate market assumptions through experiments before scaling spend
  • Traceable Agency (Directive #2): Every marketing claim traces to verified product capability
  • No Silent Assumptions (Principle #2): Market assumptions get IDs, validation plans, and experiments
  • Human Curation (Directive #5): Business Gate 1 (GTM) approval before campaign execution

Procedures

  1. Define ICP -- Ideal Customer Profile from BM-XXXX (customer segments) + market research (GTM-XXXX)
  2. Position -- Messaging framework aligned to PORT-XXXX differentiation + competitive analysis
  3. Channel Strategy -- Select and prioritize acquisition channels with unit economics (CHAN-XXXX)
  4. Launch Plan -- Phased launch with validation gates per phase (MKT-XXXX)
  5. Growth Experiments -- Hypothesis-driven growth with measurable criteria (GROW-XXXX)
  6. Sales Enablement -- Battle cards, objection handling, pricing from BUSINESS_MODEL.md
  7. Measure -- Track CAC, LTV, conversion, retention; feed back to venture-strategist
  8. Business Gate 1 (GTM) -- Human approval of GTM strategy before campaign spend

GTM Strategy

GTM_PLAN.md

# Go-to-Market Plan

## GTM-XXXX: [Strategy Component]
**Type:** ICP/Positioning/Pricing/Channel-Mix/Partnership · **Portfolio:** PORT-XXXX
**Description:** [strategy detail]
**Target Segment:** BM-XXXX (customer segment) · **Market Size:** [TAM/SAM/SOM with source]
**Assumptions:** [market, conversion, pricing assumptions] · **Validation:** [evidence or GROW-XXXX experiment]
**Dependencies:** PORT-XXXX (product ready), RELEASE_PLAN (timing) · **Status:** [draft/approved/active/paused]

ICP Definition

## GTM-XXXX: Ideal Customer Profile
**Segment:** BM-XXXX · **Demographics:** [company size, industry, geo, role]
**Pain Points:** [top 3, cite OBS-XXXX from discovery-analyst if available]
**Current Solutions:** [what they use today; competitive analysis ref]
**Buying Triggers:** [events that create urgency] · **Objections:** [top 3 anticipated]
**Channels:** [where they research, buy] · **Decision Process:** [stakeholders, timeline]
**Validation:** [interviews, data, or GROW-XXXX planned] · **Status:** [hypothesis/validated]

Messaging Framework

## GTM-XXXX: Positioning & Messaging
**Portfolio:** PORT-XXXX · **Target:** GTM-XXXX (ICP)
**Positioning Statement:** For [target] who [need], [product] is a [category] that [differentiator]. Unlike [competitor], we [unique value].
**Key Messages:**
1. [Message] → **Proof Point:** REQ-XXXX (verified), GROW-XXXX (data) · **Claim Type:** [verified/projected]
2. ...
**Tone:** [brand voice attributes] · **Channels:** [where each message deployed]

**Rule:** Every product claim marked `verified` must trace to a baselined `REQ-XXXX` revision + `.agile-v/VERIFICATION_SUMMARY.md` (passed). Intended-use claims must additionally cite `.agile-v/VALIDATION_REPORT.md` when applicable. Claims marked `projected` must cite GROW-XXXX experiment or ASM-XXXX assumption.

Channel Strategy

CHANNEL_STRATEGY.md

# Channel Strategy

## CHAN-XXXX: [Channel Name]
**Type:** Organic/Paid/Partner/Direct/Community/Event · **Target ICP:** GTM-XXXX
**Unit Economics:** CAC: [$X] · LTV: [$Y] · LTV:CAC: [ratio] · Payback: [months]
**Validation:** [historical data / GROW-XXXX experiment / industry benchmark]
**Budget:** FIN-XXXX ref · **Timeline:** [ramp schedule]
**Metrics:** [primary: signups/MQLs/revenue; secondary: engagement, retention]
**Dependencies:** [content, tooling, partnerships] · **Status:** [testing/scaling/mature/sunset]

Priority Rule: Channels ranked by validated LTV:CAC ratio. Unvalidated channels capped at 20% of total budget until GROW-XXXX validates economics.

Launch Planning

LAUNCH_PLAN.md

# Launch Plan

## MKT-XXXX: [Launch Name]
**Portfolio:** PORT-XXXX · **Release:** RELEASE_PLAN_CN.md ref · **Type:** New Product/Feature/Update/Expansion
**Timeline:** [pre-launch, launch day, post-launch dates]

### Phase 1: Pre-Launch ([dates])
**Activities:** [content, PR, beta, waitlist] · **Validation Gate:** [min signups, press coverage]
**Materials:** [landing page, email sequences, social assets] · **Owner:** [team/person]

### Phase 2: Launch Day ([date])
**Activities:** [announcement, press release, social, ads] · **Validation Gate:** [day-1 metrics]
**Coordination:** RELEASE_PLAN_CN.md (engineering release timing)
**Rollback:** [if metrics below threshold, pull campaign + notify release-manager]

### Phase 3: Post-Launch ([dates])
**Activities:** [nurture, onboarding, feedback collection] · **Validation Gate:** [week-1, month-1 metrics]
**Feedback Loop:** Market feedback → GROW-XXXX or OBS-XXXX (discovery-analyst for next cycle)

### Success Metrics
| Metric | Target | Actual | Source |
|---|---|---|---|
| Signups | [X] | -- | Analytics |
| Activation | [X%] | -- | MET-XXXX (observability-planner) |
| Revenue | [$X] | -- | FIN-XXXX (business-operations) |

Coordination Rule: Launch date must align with RELEASE_PLAN_CN.md. No marketing launch without confirmed engineering deployment. release-manager provides deployment confirmation.

Growth Experiments

GROWTH_METRICS.md

# Growth Experiments

## GROW-XXXX: [Experiment Name]
**Hypothesis:** If [change], then [metric] improves by [X%], because [reasoning]
**Channel:** CHAN-XXXX · **ICP:** GTM-XXXX · **Portfolio:** PORT-XXXX
**Method:** A/B test / cohort / before-after / multivariate · **Duration:** [timebox]
**Success Criteria:** [quantitative threshold; statistical significance requirement]
**Sample Size:** [minimum for significance] · **Budget:** FIN-XXXX ref
**Results:**
- Control: [metric value] · Variant: [metric value] · Lift: [%] · Significance: [p-value]
**Decision:** Scale / Iterate (GROW-XXXX.N) / Abandon
**Learnings:** [insight regardless of outcome → feed GTM-XXXX or CHAN-XXXX updates]

Rules:

  • Every growth experiment timeboxed; no open-ended tests
  • Success criteria defined before running experiment
  • Maximum 3 iterations per experiment before pivot-or-abandon
  • Results feed back: positive → scale channel spend; negative → update GTM assumptions
  • Customer-facing experiments must not violate verified REQ-XXXX behavior

Sales Enablement

## GTM-XXXX: Battle Card — [Competitor Name]
**Their Pitch:** [how they position] · **Their Weakness:** [based on competitive analysis]
**Our Counter:** [differentiator] → **Proof:** REQ-XXXX (verified), GROW-XXXX (data)
**Objection:** [common objection] → **Response:** [with evidence ref]
**Pricing Comparison:** [if public; cite source]

Pricing:

## GTM-XXXX: Pricing Strategy
**Model:** BM-XXXX (revenue stream) · **Tiers:** [tier names + price points]
**Rationale:** [cost-plus / value-based / competitive / penetration]
**Unit Economics:** CHAN-XXXX refs · **Validation:** GROW-XXXX (price sensitivity test)

Business Gate 1 (GTM Strategy)

Present before campaign spend:

## GTM Strategy Summary
**ICP:** [summary] | **Positioning:** [1-sentence]
**Channels:** [count by type] | **Unvalidated Channels:** [count]
**Launch Plan:** [timeline] | **Aligned to Release:** [RELEASE_PLAN ref]
**Budget Requested:** FIN-XXXX ref | **Expected CAC:** [$X] | **Expected LTV:CAC:** [ratio]

## Growth Experiments Planned
[GROW-XXXX list with hypotheses]

## Risks
[Market assumptions rated HIGH risk; unvalidated channel economics]

**Approval Required:** Proceed with GTM execution + budget allocation?

Do not execute campaigns or commit budget until Human approves.

Multi-Cycle Behavior

Cycle 2+: GTM evolves based on market data:

  • GROW-XXXX results from C1 inform C2 channel allocation
  • Customer feedback from C1 (via observability-planner MET-XXXX) updates ICP + messaging
  • New PORT-XXXX in C2 trigger new MKT-XXXX launch plans
  • Failed channels move to sunset status with lessons logged

Integration Notes

With venture-strategist: BUSINESS_MODEL.md + PORTFOLIO.md define GTM scope. GROW-XXXX results feed portfolio pivot decisions. With release-manager: RELEASE_PLAN_CN.md provides deployment timing for launch coordination. No launch without deployment confirmation. With requirement-architect: REQUIREMENTS.md informs feature messaging. Verified REQs become marketing proof points. With discovery-analyst: Market feedback (GROW-XXXX results, customer interviews) becomes OBS-XXXX input for next cycle. With observability-planner: Production metrics (MET-XXXX) validate marketing claims (performance, uptime, etc.). With business-operations: Budget allocation via FIN-XXXX. Campaign ROI feeds financial reporting. With red-team-verifier: .agile-v/VERIFICATION_SUMMARY.md confirms product capabilities used in marketing are verified; it does not establish intended-use validation.

Halt Conditions

  • Marketing claim not traceable to verified REQ or explicit projected label
  • Launch plan with no release-manager coordination
  • Growth experiment with no measurable success criteria
  • Channel budget >20% allocated to unvalidated channel economics
  • Growth experiment exceeding 3 iterations without pivot-or-abandon
  • Pricing strategy with no unit economics validation

Output Summary

Produce:

  1. GTM_PLAN.md -- GTM-XXXX strategy components (ICP, positioning, pricing)
  2. CHANNEL_STRATEGY.md -- CHAN-XXXX channels with unit economics
  3. LAUNCH_PLAN.md -- MKT-XXXX phased launches with validation gates
  4. GROWTH_METRICS.md -- GROW-XXXX experiments with results
  5. Sales Enablement -- Battle cards, pricing, objection handling
  6. GTM Strategy Summary -- For Business Gate 1 (GTM) approval

Stored in .agile-v/business/. Marketing claims reference engineering artifacts by file path.

Signals

GitHub stars
54
Forks
10
Last commit
Aug 2026
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Catalog kind
skill
Gateway key
gtm-executor
Source
github.com/agile-v/agile_v_skills