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Market Opportunity Analysis · dokhacgiakhoa | DecimalAI

researchby dokhacgiakhoa

Market Opportunity Analysis

dokhacgiakhoa/startup-business-analyst-market-opportunity

Source dokhacgiakhoa/agent-skills-4-vibe-coding-cli ↗License NOASSERTION

Generate comprehensive market opportunity analysis with TAM/SAM/SOM calculations

SkillScore73Maintained

Automatic

Product Management pack

Last verified 8/30/2026

What it changes

Passed 16 of 22 test cases with the skill, and 13 of 22 without it.

Without skill59%

With skill73%

Checks it passed that the model alone missed

Includes a step to compile and save the market sizing report artifact
References opening resources/implementation-playbook.md for detailed examples
Directs the user to complete bottom-up calculations using university lab counts first

and 1 more in the full report

4 fixed12 passed either way5 still failing1 broke

Pass-rate lift: +14 pp
Tokens: +16%
Agent turns: 0%
Response time: 0%

Model gemini-3.6-flashMeasured 8/30/2026v116 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/dokhacgiakhoa-startup-business-analyst-market-opportunity/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-startup-business-analyst-market-opportunity/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add dokhacgiakhoa-startup-business-analyst-market-opportunity, 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/dokhacgiakhoa-startup-business-analyst-market-opportunity/ and pins it in .decimal/skills.lock

decimalai skills add dokhacgiakhoa-startup-business-analyst-market-opportunity

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

curl -fsSL --create-dirs -o .claude/skills/dokhacgiakhoa-startup-business-analyst-market-opportunity/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-startup-business-analyst-market-opportunity/SKILL.md

Raw file: /s/dokhacgiakhoa-startup-business-analyst-market-opportunity/SKILL.md ↗ · machine-readable summary at /s/dokhacgiakhoa-startup-business-analyst-market-opportunity.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 4

Prompt

Where can detailed execution playbooks and implementation examples be found when conducting this market sizing process?

What was checked, without and with the skill
Checked	Without skill	With skill
References opening resources/implementation-playbook.md for detailed examples	Missed	Passed

case-20 · gemini-3.6-flash · 8/30/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md47 linessingle file

Market Opportunity Analysis

Generate a comprehensive market opportunity analysis for a startup, including Total Addressable Market (TAM), Serviceable Available Market (SAM), and Serviceable Obtainable Market (SOM) calculations using both bottom-up and top-down methodologies.

Use this skill when

Working on market opportunity analysis tasks or workflows
Needing guidance, best practices, or checklists for market opportunity analysis

Do not use this skill when

The task is unrelated to market opportunity analysis
You need a different domain or tool outside this scope

Instructions

Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.

What This Command Does

This command guides through an interactive market sizing process to:

Define the target market and customer segments
Gather relevant market data
Calculate TAM using bottom-up methodology
Validate with top-down analysis
Narrow to SAM with appropriate filters
Estimate realistic SOM (3-5 year opportunity)
Present findings in a formatted report

Instructions for Claude

When this command is invoked, follow these steps:

🧠 Knowledge Modules (Fractal Skills)

1. Step 1: Gather Context

2. Step 2: Activate market-sizing-analysis Skill

Track record

Benchmark

16 / 22

test cases passed, vs 13 / 22 without

Adoption

Users: 1
Times used: 4

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

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

dokhacgiakhoa / agent-skills-4-vibe-coding-cli

.agent/skills/startup-business-analyst-market-opportunity/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/10/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Market Opportunity Analysis

Use this skill when

Do not use this skill when

Instructions

What This Command Does

Instructions for Claude

🧠 Knowledge Modules (Fractal Skills)

1. Step 1: Gather Context

2. Step 2: Activate market-sizing-analysis Skill

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills