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Organic Growth Advisor · getcrew44 | DecimalAI

marketingby getcrew44

Organic Growth Advisor

getcrew44/organic-growth-advisor

Source getcrew44/crew44 ↗License MIT

Identify which organic growth path to pursue — new segments, geographies, channels, or products.

SkillScore95Maintained

Automatic

Product Management pack

Last verified 8/23/2026

What it changes

Passed 21 of 22 test cases with the skill, and 3 of 22 without it.

Without skill14%

With skill95%

Checks it passed that the model alone missed

Recommends path L3 New Geographies.
Recommends path L2 New Customer Segments.
Recommends path L5 New Products or Services.

and 27 more in the full report

18 fixed3 passed either way1 still failing0 broke

Pass-rate lift: +82 pp
Tokens: +164%
Agent turns: 0%
Response time: -44%

Model gemini-3.6-flashMeasured 8/23/2026v121 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/getcrew44-organic-growth-advisor/SKILL.md https://app.decimal.ai/s/getcrew44-organic-growth-advisor/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add getcrew44-organic-growth-advisor, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/getcrew44-organic-growth-advisor/ and pins it in .decimal/skills.lock

decimalai skills add getcrew44-organic-growth-advisor

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/getcrew44-organic-growth-advisor/SKILL.md https://app.decimal.ai/s/getcrew44-organic-growth-advisor/SKILL.md

Raw file: /s/getcrew44-organic-growth-advisor/SKILL.md ↗ · machine-readable summary at /s/getcrew44-organic-growth-advisor.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 18 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 18

Prompt

I'm a senior PM trying to resolve a debate among my stakeholders about whether we should build adjacent features or target new buyer profiles. I'd like to run a fast organic growth triage session. Please take me through the interactive evaluation step-by-step, asking one question at a time about our baseline product situation, customer familiarity, and how much the product itself needs to adapt. Afterwards, output your strategic recommendation complete with matrix coordinates, rationale tailored to our responses, an explanation of what innovation looks like in our scenario, a low-cost experiment we can execute this week, and a watch-out warning.

What was checked, without and with the skill
Checked	Without skill	With skill
Presents an entry protocol choice or heads-up at session start.	Passed	Passed
Asks the open contextual Question 1 covering product purpose, growth stall point, and past attempts.	Missed	Passed
Includes a progress label tracking diagnostic progress.	Missed	Passed

case-02 · gemini-3.6-flash · 8/23/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md354 linessingle file

Purpose

Help product managers identify which organic growth path to pursue by diagnosing where the constraint actually lives. This is not a comprehensive strategy tool. It is a fast triage that puts you in the right lane before you start building hypotheses or running experiments.

The four growth paths covered here are drawn from the McKinsey Growth Pyramid (Levels 2 through 5). Levels 1, 6, and 7 are out of scope: Level 1 (existing products to existing customers) is a retention and optimization problem, not a growth motion. Levels 6 and 7 (new industry structure, new arenas) require capital and executive mandate beyond typical product team scope.

This skill does three things and nothing more:

Diagnoses where your growth constraint lives using two questions
Places your situation on the Growth Path Matrix (customer/market context vs. degree of product change)
Recommends one growth path with rationale, a diagnostic question, and a first experiment

Anti-Patterns (What This Is NOT)

Not a rigorous diagnostic instrument: A fast triage tool, not a scoring model
Not a maturity model or rubric: No stages, no grades, no weighted criteria
Not a substitute for customer discovery: It points you in a direction; discovery validates it
Not a guarantee: If the recommendation does not feel right, that tension is worth exploring

When to Use This Skill

Growth is stalling and you are unsure which lever to pull next
Multiple growth paths seem viable and you need to choose one to test first
You want to set up an AI-assisted experiment with a clear hypothesis
A team or stakeholder debate about growth direction needs a fast resolution

When NOT to Use This Skill

You have not yet achieved core product-market fit (fix L1 first)
You already have a validated growth path in motion (do not switch lanes mid-experiment)
You need a rigorous strategic planning tool (this is triage, not strategy)
You lack basic context about your current customers and their problems (gather that first)

Key Concepts

The Growth Path Matrix

Two questions place your situation on the matrix:

Track record

Benchmark

21 / 22

test cases passed, vs 3 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

getcrew44 / crew44

daemon/internal/presets/defaultcrew/skills/product/organic-growth-advisor/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1

Other skills for the same job

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deanpeters/organic-growth-advisorIdentify which organic growth path to pursue — new segments, geographies, channels, or products. Use when diagnosing where a growth constraint lives and which McKinsey growth level to act on next.Near-identical description+39 pp pass-rate lift

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