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/product-analysis

@6ac6c30
by J Wyniajwynia/agent-skills160 stars
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Diagnose competitive product analysis state and guide through systematic market evaluation. Use when analyzing a product category, building feature comparisons, understanding competitive landscape, building personas, or deciding build vs. buy. Routes to 6 interconnected frameworks based on current analysis state.

Use this Skill: https://skilld.dev/gh/jwynia/agent-skills/product-analysis

This session only. Nothing lands on disk.

templatesanalysis-session.md

≈1.2k tokens on demand. Your agent reads this file only when SKILL.md points to it.

Competitive Product Analysis: [Category Name]

Analysis Date: [Date] Current State: [CPA0-CPA7] Analyst: [Name]


State Progression

Date State Evidence Intervention Applied Outcome
[Date] [CPAx] [What indicated this state] [Framework used] [What changed]

Competitive Boundary

Jobs to be Done

  • Primary job: [What users hire this category to accomplish]
  • Related jobs: [Adjacent jobs served]

Validated Competitors

Product Substitution Evidence Job Overlap Notes
[Name] [How we know customers switch] [High/Medium/Low]

Excluded Products (Category Tax)

Product Why Excluded
[Name] [Why it's not actually competing - different job, different segment, etc.]

Adjacent Threats

Product One Feature Away From Watch Status
[Name] [What would make them compete] [Active/Passive]

Feature Taxonomy

Capability Domains

Feature Inventory Summary

  • Total features tracked: [N]
  • Domains covered: [N]
  • Using canonical naming: [Yes/No]
  • Depth tiers defined: [Yes/No]

Full taxonomy reference: [Link to detailed feature-definition files or competitive-matrix]


Feature Commonality

Prevalence Summary

Tier Feature Count % of Total Key Examples
Table Stakes (≥80%) [N] [%] [Examples]
Emerging (50-79%) [N] [%] [Examples]
Contested (30-49%) [N] [%] [Examples]
Differentiator (10-29%) [N] [%] [Examples]
Rare/Gap (<10%) [N] [%] [Examples]

Strategic Classification

Feature Prevalence Value Classification Action
[Feature] [%] [High/Low] [Must Match/Should Match/Opportunity/Ignore/Watch] [Specific action]

Trajectory Watch

Feature Current Prevalence Trajectory Evidence
[Feature] [%] [Growing/Stable/Declining] [What indicates direction]

Personas

Persona Summary

Persona Confidence Level Purchase Authority Core Job
[Name] [P1-Hypothesis/P2-Interviewed/P3-Observed/P4-Quantified] [Decides/Influences/Pays/Uses] [One-line job]

Full persona cards: [Link to persona-card files]

Evidence Census Summary

Source Type Available Coverage Quality
Support tickets [Yes/No] [Personas covered] [High/Medium/Low]
Customer interviews [Yes/No]
Analytics/behavior data [Yes/No]
Reviews/social [Yes/No]
Sales conversations [Yes/No]

Feature-Persona Mapping

Priority Matrix

[Persona 1] [Persona 2] [Persona 3]
[Feature 1] [Critical/Important/Nice/Irrelevant]
[Feature 2]
[Feature 3]

Gateway Features

Feature Enables Priority Boost
[Feature] [What it unlocks] [Why it matters more than direct value suggests]

Unserved Jobs

Persona Unserved Job Evidence Opportunity Size
[Name] [What they need but can't do] [How we know] [High/Medium/Low]

Build/Buy/Partner Decisions

Strategic Classification

Capability Classification Rationale
[Capability] [Core Differentiator/Strategic Enabler/Infrastructure/Nice-to-Have] [Why]

Decision Summary

Capability Decision Switching Catalyst Good Enough Threshold Notes
[Capability] [BUILD/BUY/PARTNER] [Why customers would switch] [Minimum viable]

Full decision briefs: [Link to decision-brief files]


Open Questions

  • [Question needing resolution]
  • [Question needing resolution]

Next Steps

  1. [Specific action with owner]
  2. [Specific action with owner]
  3. [Specific action with owner]

Re-validation Schedule

Next scheduled review: [Date]

Trigger events that would prompt earlier review:

  • New significant competitor enters
  • Major feature release by market leader
  • Shift in customer feedback patterns
  • [Custom trigger]

Session Notes

[Date]: [Session Focus]

  • Diagnosis: [What state was identified]
  • Intervention: [What framework was applied]
  • Progress: [What moved forward]
  • Blockers: [What's stuck]

[Date]: [Session Focus]

  • ...

Source: SKILL.md on GitHub

1 warning16d5 checks · Risk SAFE
  • Gen Agent Trust Hub16d

    The skill is a comprehensive documentation set providing frameworks for product analysis. It contains no executable code, network operations, or malicious patterns.

  • Socket16d

    No alerts

  • Snyk16d

    Risk: LOW · No issues

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  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at 6ac6c30. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 2 months ago.

Dormantupdated 8 months ago
Other metadata
metadata
{
  "author": "jwynia",
  "version": "1.0",
  "domain": "software",
  "cluster": "product-analysis",
  "type": "diagnostic",
  "mode": "evaluative",
  "maturity": "developing",
  "maturity_score": 12
}

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