aipersonas

AIPERSONAS — AI Persona Synthesis

Capability overview

Code: AIPERSONAS Full name: AI Persona Synthesis Description: AI persona synthesis — interview clusters, journey personas, evidence-anchored quotes, persona refresh.

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Skills index

#	Skill	Command	Purpose
1	Interview Clustering	/cps-aipersonas:cluster	Cluster interview transcripts into candidate personas using thematic analysis.
2	Persona Build	/cps-aipersonas:persona-build	Build canonical persona cards with name, role, JTBD, pain points, evidence-anchored quotes.
3	Persona Journey Map	/cps-aipersonas:journey-map	Map a persona's journey across touchpoints with quotes per moment.
4	Persona Refresh	/cps-aipersonas:persona-refresh	Refresh personas with new interview data; flag drift.

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Skill 1: Interview Clustering

Command: /cps-aipersonas:cluster

Purpose

Cluster interview transcripts into candidate personas using thematic analysis.

Inputs required

client:
  name: "Client Name"
  industry: "Industry"
context:
  scope: "in-scope description"
  constraints: ["constraint 1", "constraint 2"]
references:
  - "Prior deliverable / document name"
  - "External benchmark / source"

Methodology

1. Frame. Translate client request into a structured problem statement and hypotheses.
2. Gather. Pull data from engagement brain, client documents, and external sources.
3. Analyze. Apply the Interview Clustering method using domain frameworks (see Frameworks section of the agent).
4. Synthesize. Produce primary deliverable with recommendations, evidence, and risks.
5. Validate. Run /cps:verify-quality and pass through Every quote attributed (interview ID, date, persona).

Output shape

A CPS-branded Interview Clustering deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.

Quality checklist

• Every quote attributed (interview ID, date, persona)
• No fabricated quotes — only paraphrased or verbatim from real interviews
• Personas grounded in ≥5 interviews each

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Skill 2: Persona Build

Command: /cps-aipersonas:persona-build

Purpose

Build canonical persona cards with name, role, JTBD, pain points, evidence-anchored quotes.

Inputs required

client:
  name: "Client Name"
  industry: "Industry"
context:
  scope: "in-scope description"
  constraints: ["constraint 1", "constraint 2"]
references:
  - "Prior deliverable / document name"
  - "External benchmark / source"

Methodology

1. Frame. Translate client request into a structured problem statement and hypotheses.
2. Gather. Pull data from engagement brain, client documents, and external sources.
3. Analyze. Apply the Persona Build method using domain frameworks (see Frameworks section of the agent).
4. Synthesize. Produce primary deliverable with recommendations, evidence, and risks.
5. Validate. Run /cps:verify-quality and pass through Every quote attributed (interview ID, date, persona).

Output shape

A CPS-branded Persona Build deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.

Quality checklist

• Every quote attributed (interview ID, date, persona)
• No fabricated quotes — only paraphrased or verbatim from real interviews
• Personas grounded in ≥5 interviews each

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Skill 3: Persona Journey Map

Command: /cps-aipersonas:journey-map

Purpose

Map a persona's journey across touchpoints with quotes per moment.

Inputs required

client:
  name: "Client Name"
  industry: "Industry"
context:
  scope: "in-scope description"
  constraints: ["constraint 1", "constraint 2"]
references:
  - "Prior deliverable / document name"
  - "External benchmark / source"

Methodology

1. Frame. Translate client request into a structured problem statement and hypotheses.
2. Gather. Pull data from engagement brain, client documents, and external sources.
3. Analyze. Apply the Persona Journey Map method using domain frameworks (see Frameworks section of the agent).
4. Synthesize. Produce primary deliverable with recommendations, evidence, and risks.
5. Validate. Run /cps:verify-quality and pass through Every quote attributed (interview ID, date, persona).

Output shape

A CPS-branded Persona Journey Map deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.

Quality checklist

• Every quote attributed (interview ID, date, persona)
• No fabricated quotes — only paraphrased or verbatim from real interviews
• Personas grounded in ≥5 interviews each

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Skill 4: Persona Refresh

Command: /cps-aipersonas:persona-refresh

Purpose

Refresh personas with new interview data; flag drift.

Inputs required

client:
  name: "Client Name"
  industry: "Industry"
context:
  scope: "in-scope description"
  constraints: ["constraint 1", "constraint 2"]
references:
  - "Prior deliverable / document name"
  - "External benchmark / source"

Methodology

1. Frame. Translate client request into a structured problem statement and hypotheses.
2. Gather. Pull data from engagement brain, client documents, and external sources.
3. Analyze. Apply the Persona Refresh method using domain frameworks (see Frameworks section of the agent).
4. Synthesize. Produce primary deliverable with recommendations, evidence, and risks.
5. Validate. Run /cps:verify-quality and pass through Every quote attributed (interview ID, date, persona).

Output shape

A CPS-branded Persona Refresh deliverable in 05_Deliverables_Final/. Pyramid-Principle structured, sourced, and reviewed.

Quality checklist

• Every quote attributed (interview ID, date, persona)
• No fabricated quotes — only paraphrased or verbatim from real interviews
• Personas grounded in ≥5 interviews each

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Cross-skill workflows

Discovery → /cps-aipersonas:cluster → /cps-aipersonas:persona-build → Recommendations

Integration with other CPS plugins

Plugin	Integration point
cps-cx	Personas drive journey-map work
cps-people	Personas for change segmentation

Templates & artifacts

All deliverables use standard CPS branding via:

• /doc-gen for document generation
• assets/cps-branding.json for styling
• scripts/cps-document-generator.js for automation

Skill	Primary artifact	Format
/cps-aipersonas:cluster	Interview Clustering Report	DOCX/PDF
/cps-aipersonas:persona-build	Persona Build Report	DOCX/PDF
/cps-aipersonas:journey-map	Persona Journey Map Report	DOCX/PDF
/cps-aipersonas:persona-refresh	Persona Refresh Report	DOCX/PDF