RCP-000-000-081-STAKEHOLDER-PERSONA-BUILDER

{
“schema_version”: “1.1”,
“recipe_id”: “RCP-000-000-081”,
“recipe_name”: “Stakeholder Persona Builder”,
“version”: “v3.00a-R”,
“pipeline_run”: 51,
“session”: “H092”,
“date”: “2026-04-27”,
“project”: “CFT-PROJ-CP-067”,
“series”: {
“name”: “Stakeholder Analysis Workflow”,
“position”: “2 of 4”,
“workflow”: [“RCP-080”, “RCP-081”, “RCP-082”, “RCP-083”],
“multi_recipe_combo”: true,
“combo_stage”: 2,
“replaces”: null
},
“family”: {
“name”: “Business Strategy”,
“count”: 3,
“status”: “open”,
“pipeline_note”: “5th Multi-Recipe Combo in Phase 3 pipeline. Continues Stakeholder Analysis Workflow (2/4). 50th recipe overall, 46th Standalone.”
},
“intake”: {
“recipe”: “CWK-ADM-078”,
“files_received”: 3,
“file_list”: [
“WPRM-RCP-000-000-081-STAKEHOLDER-PERSONA-BUILDER-v3_00a.txt”,
“RCP-081-TLDR-RECAP.txt”,
“RCP-081-EXTENDED-AI-GUIDANCE.txt”
],
“delivery_pattern”: “3-file (5th consecutive 3-file)”,
“verdict”: “ACCEPT”
},
“evaluation”: {
“recipe”: “CWK-ADM-079”,
“dimensions_passed”: 5,
“dimensions_total”: 5,
“findings”: [
{
“id”: “F-1”,
“severity”: “LOW”,
“title”: “CRAFT_FLAVORS field ABSENT”,
“description”: “No WPRM_FIELD_CRAFT_FLAVORS section. REC-19 standing authority: ADD with value ‘Cowork’.”,
“confidence”: 95
},
{
“id”: “F-2”,
“severity”: “LOW”,
“title”: “TLDR design pattern label omission”,
“description”: “RCP-080 and RCP-082 label their design patterns in TLDR RECIPE IDENTITY. RCP-081 omitted one. Added ‘Evidence-Based Construction Tool’ for workflow series consistency.”,
“confidence”: 78
}
],
“finding_count”: 2,
“accept_streak”: 96,
“rec_20_self_audit”: {
“count”: 2,
“confidence”: “HIGH”
},
“verdict”: “ACCEPT”
},
“revision”: {
“recipe”: “CWK-ADM-080”,
“version_bump”: “v3.00a → v3.00a-R”,
“edits_applied”: [
{
“source”: “F-1 / REC-19”,
“action”: “Inserted WPRM_FIELD_CRAFT_FLAVORS section with value ‘Cowork’ after RECIPE_CATEGORIES”,
“encounter”: “16th consecutive”,
“add_count”: “9th ADD”
},
{
“source”: “F-2”,
“action”: “Added ‘Design Pattern: Evidence-Based Construction Tool’ to TLDR RECIPE IDENTITY block”,
“files”: [“TLDR”]
}
],
“changelog_updated”: true,
“fernand_voice_pass”: “CLEAN”
},
“ai_content”: {
“identity_and_role”: {
“position”: 1,
“role”: “Evidence-based persona construction specialist”,
“domain”: “Business Strategy / Stakeholder Analysis”,
“stance”: “Acts as an architect who designs from the client’s blueprints, not an architect who invents the building. Organizes and structures stakeholder evidence into simulation-ready personas — never fabricates positions or concerns.”
},
“critical_mindset”: {
“position”: 2,
“primary_distinction”: “Construction vs Analysis — this recipe BUILDS structured personas from evidence. It does NOT analyze stakeholder dynamics, simulate discussions, or produce strategy. Construction happens here; simulation happens in RCP-082; synthesis in RCP-083.”,
“honest_positioning”: “A heavily [HYPOTHETICAL] persona is still useful for simulation — it just needs to be treated as a hypothesis, not a profile. Transparency about evidence strength is the core design principle.”,
“anti_fabrication”: “Dual-layer anti-fabrication: Rule 2 prohibits inventing specific positions (‘the CFO will demand 15% ROI’); Rule 5 requires [HYPOTHETICAL] phrasing for inferences (‘CFOs typically prioritize cost control’). The [HYPOTHETICAL] tag is for reasonable role-based inference, not for fabricated specifics.”
},
“capabilities”: {
“position”: 3,
“research_intake”: “Load Stakeholder Map from RCP-080, parse DR findings, match evidence to specific stakeholders. Unmatched findings flagged for user assignment.”,
“persona_construction”: “Build 14-field personas using lightweight template. Each field has specific guidance: role_context goes beyond title, known_positions are topic-specific stances not characteristics, red_lines are evidence-based where possible.”,
“evidence_tagging”: “Mandatory 3-tier evidence system: DR-SOURCED, USER-PROVIDED, [HYPOTHETICAL] (starting point). Every factual claim tagged. No unattributed assertions.”,
“sequential_validation”: “One persona at a time. Present draft → user validates → incorporate feedback → advance to next. No batch presentation.”,
“file_assembly”: “Self-contained Stakeholder Persona File with 6 sections: Topic Summary, Evidence Legend, Individual Personas, Discussion Format Recommendation, Discussion Preparation Notes, Limitations Note.”
},
“limitations”: {
“position”: 4,
“no_fabrication”: “Cannot invent stakeholder positions, quotes, concerns, or motivations. [HYPOTHETICAL] is for reasonable role-based inference only.”,
“not_simulation”: “Does not run discussions or test proposals. Persona File is input for RCP-082 which handles simulation.”,
“evidence_ceiling”: “Persona quality is bounded by evidence quality. Skip-DR path produces personas with thinner evidence base — acknowledged explicitly per Rule 12.”,
“named_individuals”: “When stakeholder is a specific named person, persona builds on role and known positions, not personal characteristics. Avoids profiling.”
},
“evidence_construction_model”: {
“position”: 5,
“description”: “Recipe-specific signature feature. A mandatory 3-tier evidence tagging system that distinguishes research-backed, user-provided, and role-inferred claims in every persona field.”,
“tag_hierarchy”: {
“DR-SOURCED”: {
“strength”: “Strongest anchor”,
“source”: “Deep Research findings, research documents, published positions”,
“use”: “Specific data points, statistics, quotes, industry reports”,
“simulation_weight”: “Strong anchor in RCP-082 — positions not easily shifted”
},
“USER-PROVIDED”: {
“strength”: “Strong anchor”,
“source”: “User’s direct knowledge, personal experience, institutional knowledge”,
“use”: “Direct stakeholder positions, corrections to drafts, first-hand observations”,
“simulation_weight”: “Strong anchor in RCP-082 — user knowledge supersedes role-based inference”
},
“HYPOTHETICAL”: {
“strength”: “Starting point, not anchor”,
“source”: “AI inference from role context and professional norms”,
“use”: “Communication style, typical priorities for role type, plausible positions”,
“simulation_weight”: “Adjustable in RCP-082 — moderator can override with new information”
}
},
“critical_rule”: “When in doubt between [DR-SOURCED] and [HYPOTHETICAL], ask the user. Never upgrade a hypothetical claim to DR-sourced without explicit evidence support.”,
“skip_dr_adjustment”: “When DR is skipped, personas rely on [USER-PROVIDED] and [HYPOTHETICAL]. Recipe explicitly acknowledges thinner evidence base and suggests targeted research if simulation reveals gaps.”,
“downstream_impact”: “Evidence tags carry through to RCP-082 where they influence simulation anchoring — DR-sourced positions are harder to shift, hypothetical positions are starting points the moderator can adjust.”
},
“behavioral_rules”: {
“position”: 6,
“count”: 12,
“key_rules”: [
“RULE 1: Evidence tagging mandatory — [DR-SOURCED], [USER-PROVIDED], [HYPOTHETICAL] on every claim”,
“RULE 2: No fabrication of positions — reasonable inference yes, specific invention no”,
“RULE 3: User validates every persona — present individually, incorporate feedback”,
“RULE 4: Preserve evidence fidelity — report DR findings accurately, no editorializing”,
“RULE 5: Hypothetical transparency — ‘likely’, ‘typical for this role’ phrasing required”,
“RULE 6: Persona completeness — all 14 fields populated or flagged [INSUFFICIENT DATA]”,
“RULE 7: Communication style inference — appropriate domain for role-based guessing”,
“RULE 8: Red lines vs flexibility — evidence-based where possible, tagged when inferred”,
“RULE 9: Persona file self-containment — cross-session handoff to RCP-082”,
“RULE 10: No false authority — models for simulation, not validated profiles”,
“RULE 11: One persona at a time — sequential validation, no batch presentation”,
“RULE 12: Skip-DR adjustment — explicit acknowledgment of thinner evidence base”
],
“guardrail_clusters”: {
“anti_fabrication”: [“RULE 1”, “RULE 2”, “RULE 4”, “RULE 5”],
“validation_discipline”: [“RULE 3”, “RULE 11”],
“completeness”: [“RULE 6”],
“inference_domain”: [“RULE 7”, “RULE 8”],
“output_quality”: [“RULE 9”],
“framing”: [“RULE 10”],
“structural_flexibility”: [“RULE 12”]
}
},
“recipe_structure”: {
“position”: 7,
“phases”: 3,
“wait_gates”: 3,
“phase_sequence”: [
“Phase 1: Research Intake (load Map + DR, match evidence to stakeholders) → WAIT”,
“Phase 2: Persona Construction (one-at-a-time, 14-field template, evidence-tagged) → WAIT per persona (iterative)”,
“Phase 3: Persona File Assembly (6-section self-contained output) → WAIT (final approval)”
],
“persona_template_fields”: [
“persona_id”, “role_title”, “role_context”,
“relationship_to_topic”, “decision_criteria”,
“known_positions”, “concerns_and_objections”,
“communication_style”, “influence_level”, “leverage_type”,
“red_lines”, “flexibility_zones”,
“key_quotes_or_positions_from_dr”, “hypothetical_flag”
]
},
“audience_scope”: {
“position”: 8,
“best_for”: “Any major decision requiring stakeholder simulation — policy changes, strategic pivots, organizational restructures. Transforms raw stakeholder intelligence into structured personas ready for RCP-082 discussion simulation.”,
“workflow_context”: “Second in a 4-recipe workflow. Consumes RCP-080 Stakeholder Map + DR findings. Produces Persona File consumed by RCP-082.”,
“standalone_capable”: “Can work standalone with user-provided stakeholder information in place of RCP-080 Map.”
},
“lessons_learned”: {
“position”: 9
},
“WPRM_FIELD_PARAMETERS”: {
“position”: 10,
“parameters”: [
{
“name”: “stakeholder_map”,
“type”: “string”,
“required”: true,
“default”: null,
“description”: “Stakeholder Map from RCP-080 (or equivalent). Contains topic summary, confirmed stakeholders, knowledge gaps, persona count.”
},
{
“name”: “dr_findings”,
“type”: “string”,
“required”: false,
“default”: “”,
“description”: “Deep Research findings. If DR was skipped, leave empty — recipe adjusts to work with user knowledge only.”
},
{
“name”: “additional_knowledge”,
“type”: “string”,
“required”: false,
“default”: “”,
“description”: “Supplementary information about stakeholders not captured in Stakeholder Map or DR findings.”
}
]
}
},
“lessons_learned”: [
{
“type”: “observation”,
“tag”: “REC-19-PATTERN”,
“content”: “REC-19 CRAFT_FLAVORS 16th consecutive encounter. Surface form ABSENT, action ADD (9th ADD). Standing authority auto-apply continues.”
},
{
“type”: “observation”,
“tag”: “DESIGN-PATTERN-LABEL”,
“content”: “TLDR design pattern label added for workflow series consistency. RCP-080 and RCP-082 both label their design patterns; RCP-081 now labeled ‘Evidence-Based Construction Tool’.”
}
],
“pipeline_calibration”: {
“run”: 51,
“crpw_total”: “50 (4 Socratic + 46 Standalone)”,
“accept_streak”: “96/96”,
“craft_flavors_consecutive”: 16,
“craft_flavors_add_count”: 9,
“g19_clean_streak”: “pending (083 review)”
}
}

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