Worked for 42s
U
Agent inputpromptexact model user message · variables highlighted
Run a reaction test for GitHub pull_request_reaction in jhoetter/revday-slides #1. Title: Smoke test: Sonaloop reaction test for talk content. Body: ## Purpose\n\nThis PR is a smoke test for the Sonaloop GitHub App integration. It adds a small reaction-test brief for the AI Revolution Day / US AI competition slide decks.\n\n## Sonaloop stimulus\n\nPlease run a persona reaction test on whether the talk structure is understandable, credible, and actionable for a mixed business/technical audience. Focus on:\n\n- whether the narrative arc is clear enough before a live presentation\n- whether the density of numbers builds trust or creates overload\n- which audience segment would be skeptical and why\n- the single most useful next improvement before presenting\n\n## Expected automation result\n\nA GitHub check run plus a concise Sonaloop comment with segment sentiment, objections, and a recommended next step. This PR intentionally has a small content change so we can verify the end-to-end webhook/writeback flow.. Comment command: . Preview URL: . Preview status: missing. Persona pack: default. Gate metric: segment_sentiment_mean; threshold: 0.5; blocking: False. For landing pages or visual PRs, ground the council in the preview URL when available. For feature issues, treat the issue text as the concept stimulus and include an intuitive mockup direction when personas need one. If the workspace has no fitting personas, use the catalog tools to pull a small relevant cohort before running the council. Return valid JSON only with this contract: {"expected_response_shape": {"answer": "short GitHub-ready summary", "schema_results": [{"schema_id": "stimulus_reaction.v1", "role": "persona_reaction_summary", "result": {"segment_sentiment_mean": 0.0, "sample_size": 0, "supporting_segments": [], "skeptical_segments": [], "top_objections": [], "mockup_direction": "", "recommended_next_step": ""}}, {"schema_id": "threshold_gate.v1", "role": "ci_gate", "result": {"metric": "segment_sentiment_mean", "threshold": "0.5", "observed_value": 0.0, "passed": false, "blocking": "False", "reason": ""}}], "automation_gate": {"metric": "segment_sentiment_mean", "threshold": "0.5", "pass_if": "observed_value >= threshold"}}}
A
Reasoning#2 · 13:07:202k tok
Prepared tool call: mcp_search_tools.
Tool callmcp_search_tools#2 · 13:07:20 · call -> #3 · 13:07:20 · resultok
Arguments
{
"query": "reaction test persona council",
"limit": 10
}Result
{
"catalogue_size": 10,
"loaded": [],
"results": [
{
"name": "brief_council",
"description": "Gather a council. A council is scoped to a research project, so `project_id` is\n REQUIRED (create one first with create_research_project; personas are global and need\n no project). Without persona_ids: returns candidate personas to select from. With\n persona_ids: returns each participant's loaded agent context (SOUL + memory) to author\n turns against. Pass `artifact_ids` (or omit to include every project artifact) to ground\n the council in the CAPTURED artifact(s) — a URL/website, a prototype link, or A/B variants\n present side-by-side. Then author proposal/votes/exec_summary and call record_council. See\n the run-council skill.",
"parameter_keys": [
"artifact_ids",
"context",
"count",
"filters",
"persona_ids",
"project_id",
"prompt"
],
"loaded": false
},
{
"name": "record_council",
"description": "Persist a host-authored council. Shape it by what you pass (the UI derives the mode):\n DISCOVERY = `questions` (open user-research questions), NO proposal/votes; EVALUATION =\n `proposal` (a concept reacted to) + stances; DECISION = `proposal` + `votes`.\n\n Author the voices as `statements` (the ONE voice primitive): one per persona utterance —\n {persona_id, text, stance:{value -2..2, label?: support|conditional|neutral|skeptical|oppose}\n (the closed scale — see suggest_stances), about:{kind:'prompt', id:'q0'|'proposal'},\n refs:[{kind,id,anchor,role}|{kind:'memory',text}]}. For a DISCOVERY council set each\n statement's about.id to the question it answers ('q0','q1',…) so the page renders a moderated\n Q→A transcript. `findings` is the optional analysis ({text, kind, score, refs}); `prompts` are\n derived from questions/proposal when omitted. A council MUST belong to a research project.\n Pass a stable `key` for a deterministic id (idempotent upsert → resumable runs).",
"parameter_keys": [
"exec_summary",
"findings",
"key",
"persona_ids",
"project_id",
"prompt",
"prompts",
"proposal",
"questions",
"selection_reason",
"statements",
"summary"
],
"loaded": false
},
{
"name": "list_personas",
"description": "Lean one-line overview of personas (slug/name/age/role/segment) — drill in with\n get_persona for the full profile. Pass compact=False for full profiles (large).\n Paginated per the shared convention (docs/pagination.md): `limit` (default 25) +\n opaque `cursor` over a stable name/slug sort; answers {items, total, has_more,\n next_cursor} — `total` counts the whole filtered set, `next_cursor` is present\n exactly when has_more. A cursor only fits the filter set it was issued under;\n no params → the first page (backward compatible).",
"parameter_keys": [
"compact",
"cursor",
"filters",
"limit"
],
"loaded": false
},
{
"name": "query_personas",
"description": "Paginated lean persona rows, filterable by free text. Stable ordering + next_offset.",
"parameter_keys": [
"limit",
"offset",
"q"
],
"loaded": false
},
{
"name": "start_project",
"description": "THE ENTRY POINT. Create a project + seed its research plan (methodology -> analyze/act/verify\n scaffolding; none -> one dischargeable root frame task); the goal is the How-Might-We.\n MANDATORY NEXT: start_run(project_id), then loop run_step(run_id) until kind=='done' — councils,\n syntheses and hypotheses MUST be produced THROUGH that loop (run_step dispatches each step), NOT\n by calling record_* directly: only inside the loop do the plan gates and assess_project stay\n honest (a project recorded past the loop reads as 0 evidence / 'stalled' and won't close). Read\n the `sonaloop://guide/research` resource for the full canonical path. (Personas should exist\n first — see list_personas; a thin cohort pulls from the 300+-persona catalog via\n catalog_search/catalog_recommend → catalog_pull.)",
"parameter_keys": [
"description",
"goal",
"icon",
"methodology",
"persona_ids",
"title"
],
"loaded": false
},
{
"name": "add_artifact",
"description": "Bring a REAL artifact into a project's council pool so personas react to what is ACTUALLY\n there — a live URL/website, a prototype link (kind='prototype', e.g. Figma), or one side of an\n A/B comparison (kind='variant'). The page is CAPTURED to a grounded text snapshot (title,\n meta, headings, visible copy) + a captured-at timestamp + content hash, so the run is\n reproducible. Capture degrades gracefully (a dead link still stores the ref). Add TWO+ variants\n to compare them in one council (the head_to_head plumbing). Then run brief_council with\n artifact_ids=[...] (or omit it to include all). Pass `capture=False` to store the ref only.",
"parameter_keys": [
"capture",
"key",
"kind",
"label",
"project_id",
"title",
"url"
],
"loaded": false
},
{
"name": "catalog_pull",
"description": "Pull catalog personas (by slug and/or archetype `pack`) into the CURRENT store —\n profiles, SOUL/MEMORY, lived memories, avatars — with `provenance.catalog` stamped on\n each persona; re-pulls are idempotent (stable ids, upserts) and DRIFT-SAFE: personas\n modified locally after their last pull are skipped and reported\n (`skipped_locally_modified`) instead of silently overwritten — pass `force=True` to\n overwrite them (catalog_status shows the drift first). Uses sonaloop-data when\n installed (local checkout for the default ref, else the published catalog at `ref`);\n without it a built-in stdlib fallback pulls from the published catalog directly.\n PREMIUM personas need SONALOOP_CATALOG_TOKEN (the catalog token from\n app.sonaloop.com's Workspace page) — without it they are skipped and reported\n in-band (`skipped_premium`, with the sign-in recipe) while the free selection still\n lands. Embedding vectors are re-derived automatically whenever an embeddings provider\n is configured (e.g. OPENAI_API_KEY) — `embed=True` only forces the backfill on when no\n provider is detected (a no-op without one). Returns what landed (slug, id, provenance).",
"parameter_keys": [
"embed",
"force",
"pack",
"persona_slugs",
"ref"
],
"loaded": false
},
{
"name": "catalog_search",
"description": "Browse the curated persona catalog (github:jhoetter/sonaloop-data): slugs, names,\n roles + a facet summary over the filtered set. `query` is a free-text filter; `facets`\n ({facet -> [values]}, e.g. {\"lebensphase\": [\"schichtarbeit\"]}) needs the sonaloop-data\n package with a local catalog. Paginated per the shared convention (docs/pagination.md):\n `limit` (default 25) + opaque `cursor`; answers {items, total, has_more, next_cursor}.\n Items carry `tier` (\"free\"|\"premium\") when the manifest declares it (absent == free);\n premium personas need SONALOOP_CATALOG_TOKEN to pull (browsing stays public).\n Works WITHOUT the sonaloop-data package via the published catalog API\n (data.sonaloop.com; SONALOOP_CATALOG_BASE_URL overrides; explicit `ref` reads git raw).",
"parameter_keys": [
"cursor",
"facets",
"limit",
"query",
"ref"
],
"loaded": false
}
],
"next": "Call mcp_describe_tool for details or mcp_load_tools to make selected tools callable."
}A
Reasoning#4 · 13:07:223k tok
Prepared tool call: mcp_load_tools.
Tool callmcp_load_tools#4 · 13:07:22 · call -> #5 · 13:07:22 · resultok
Arguments
{
"names": [
"brief_council",
"record_council",
"list_personas",
"start_project",
"catalog_search",
"catalog_pull",
"query_personas"
]
}Result
{
"loaded": [
"brief_council",
"catalog_pull",
"catalog_search",
"list_personas",
"query_personas",
"record_council",
"start_project"
],
"unavailable": [],
"active_tools": [
"mcp_search_tools",
"mcp_describe_tool",
"mcp_load_tools",
"mcp_search_playbooks",
"mcp_read_playbook",
"brief_council",
"record_council",
"list_personas",
"start_project",
"catalog_search",
"catalog_pull",
"query_personas"
],
"note": "Loaded tool schemas are available from the next model step onward."
}A
Reasoning#6 · 13:07:267k tok
Prepared tool call: list_personas.
Tool calllist_personas#6 · 13:07:26 · call -> #7 · 13:07:26 · resultok
Arguments
{
"limit": 10
}Result
{
"ok": true,
"data": {
"items": [
{
"id": "persona_315f93c315594940",
"slug": "mira-schulz",
"display_name": "Mira Schulz",
"url": "http://127.0.0.1:8787/personas/persona_315f93c315594940",
"age_range": "30-39",
"role": "HR business partner",
"segment": "Germany"
},
{
"id": "persona_2142627145e123cb",
"slug": "nina-vogt",
"display_name": "Nina Vogt",
"url": "http://127.0.0.1:8787/personas/persona_2142627145e123cb",
"age_range": "35-44",
"role": "Head of Operations",
"segment": "Germany"
},
{
"id": "persona_b929d201035e29c9",
"slug": "oskar-lehmann",
"display_name": "Oskar Lehmann",
"url": "http://127.0.0.1:8787/personas/persona_b929d201035e29c9",
"age_range": "45-54",
"role": "Finance controller",
"segment": "Germany"
},
{
"id": "persona_138ee595cd23234c",
"slug": "tarek-demir",
"display_name": "Tarek Demir",
"url": "http://127.0.0.1:8787/personas/persona_138ee595cd23234c",
"age_range": "40-49",
"role": "Warehouse shift lead",
"segment": "Germany"
}
],
"total": 4,
"has_more": false
},
"next_recommended_tool": {
"name": "catalog_search",
"reason": "cohort thin or empty? browse 300+ ready-made catalog personas before authoring new ones"
},
"_meta": {
"tool": "list_personas",
"latency_ms": 8.6,
"server_version": "0.2.0",
"schema_version": 4
}
}A
Reasoning#8 · 13:07:287k tok
Prepared tool call: catalog_search.
Tool callcatalog_search#8 · 13:07:28 · call -> #9 · 13:07:28 · resultok
Arguments
{
"query": null,
"limit": 10
}Result
{
"ok": true,
"data": {
"items": [
{
"slug": "adele-moretti",
"display_name": "Adele Moretti",
"role": "Mitarbeiterin Fundbüro",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "adriana-popescu",
"display_name": "Adriana Popescu",
"role": "Haushaltshilfe mit drei Einsatzorten",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "agnieszka-wisniewska",
"display_name": "Agnieszka Wisniewska",
"role": "Reinigungskraft im OP-Bereich",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "aisha-benali",
"display_name": "Aisha Benali",
"role": "Kosmetikerin",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "alba-costa",
"display_name": "Alba Costa",
"role": "Palliativpflegekraft ambulant",
"has_avatar": true,
"facets": {
"tier": [
"free"
]
},
"tier": "free"
},
{
"slug": "ali-hassan",
"display_name": "Ali Hassan",
"role": "Inhaber, Falafel Habibi (Imbiss mit 8 Sitzplätzen)",
"has_avatar": true,
"facets": {
"tier": [
"free"
]
},
"tier": "free"
},
{
"slug": "aliyah-ben-youssef",
"display_name": "Aliyah Ben Youssef",
"role": "Medizinische Dokumentarin",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "alper-demirhan",
"display_name": "Alper Demirhan",
"role": "BIM-Modellierer im kleinen Planungsbüro",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "amal-benkacem",
"display_name": "Amal Benkacem",
"role": "Head of Merchant KYB, Partner Onboarding & Business Verification Risk Governance, europaeischer B2B-Payments- und Embedded-Finance-Anbieter mit 3.700 Mitarbeitenden",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "amalie-nielsen",
"display_name": "Amalie Nielsen",
"role": "Director Arena Operations, Crowd Safety & Event-Day Commercial Commitments, nordischer Multi-Purpose-Arena-Betreiber mit 2400 Mitarbeitenden",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
}
],
"total": 760,
"has_more": true,
"next_cursor": "eyJrIjogImFtYWxpZS1uaWVsc2VuIiwgImYiOiAiMjcyOTZkZjc4MCJ9",
"source": "jhoetter/sonaloop-data@main",
"facet_summary": null,
"manifest": {
"generated_at": "2026-06-15T06:36:21+00:00",
"schema_version": 4
},
"notes": [
"The sonaloop-data package is not installed — catalog_search, catalog_status and catalog_pull keep working against the published catalog (data.sonaloop.com; override with SONALOOP_CATALOG_BASE_URL), but facet filtering, recommendation and local-checkout pulls need it: `uv add sonaloop-data` (or pip install)."
]
},
"next_recommended_tool": {
"name": "catalog_pull",
"reason": "pull the chosen personas/pack into this store with provenance"
},
"_meta": {
"tool": "catalog_search",
"latency_ms": 36.3,
"server_version": "0.2.0",
"schema_version": 4
}
}A
Reasoning#10 · 13:07:328k tok
Prepared tool call: catalog_search.
Tool callcatalog_search#10 · 13:07:32 · call -> #11 · 13:07:32 · resultok
Arguments
{
"query": null,
"limit": 15
}Result
{
"ok": true,
"data": {
"items": [
{
"slug": "adele-moretti",
"display_name": "Adele Moretti",
"role": "Mitarbeiterin Fundbüro",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "adriana-popescu",
"display_name": "Adriana Popescu",
"role": "Haushaltshilfe mit drei Einsatzorten",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "agnieszka-wisniewska",
"display_name": "Agnieszka Wisniewska",
"role": "Reinigungskraft im OP-Bereich",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "aisha-benali",
"display_name": "Aisha Benali",
"role": "Kosmetikerin",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "alba-costa",
"display_name": "Alba Costa",
"role": "Palliativpflegekraft ambulant",
"has_avatar": true,
"facets": {
"tier": [
"free"
]
},
"tier": "free"
},
{
"slug": "ali-hassan",
"display_name": "Ali Hassan",
"role": "Inhaber, Falafel Habibi (Imbiss mit 8 Sitzplätzen)",
"has_avatar": true,
"facets": {
"tier": [
"free"
]
},
"tier": "free"
},
{
"slug": "aliyah-ben-youssef",
"display_name": "Aliyah Ben Youssef",
"role": "Medizinische Dokumentarin",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "alper-demirhan",
"display_name": "Alper Demirhan",
"role": "BIM-Modellierer im kleinen Planungsbüro",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "amal-benkacem",
"display_name": "Amal Benkacem",
"role": "Head of Merchant KYB, Partner Onboarding & Business Verification Risk Governance, europaeischer B2B-Payments- und Embedded-Finance-Anbieter mit 3.700 Mitarbeitenden",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "amalie-nielsen",
"display_name": "Amalie Nielsen",
"role": "Director Arena Operations, Crowd Safety & Event-Day Commercial Commitments, nordischer Multi-Purpose-Arena-Betreiber mit 2400 Mitarbeitenden",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "amara-okafor",
"display_name": "Amara Okafor",
"role": "Director Privacy Operations & Data Rights",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "amelia-ward",
"display_name": "Amelia Ward",
"role": "Head of Corporate Real Estate & Workplace Portfolio, europaeische Finanzdienstleistungsgruppe mit 16000 Mitarbeitenden",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "amelie-duval",
"display_name": "Amelie Duval",
"role": "Director Cocoa & Coffee Commodity Sourcing, Traceability & Price Risk, europaeischer Suesswaren- und Kaffeehersteller mit 15400 Mitarbeitenden",
"has_avatar": true,
"facets": {
"tier": [
"free"
]
},
"tier": "free"
},
{
"slug": "amelie-fischer",
"display_name": "Amelie Fischer",
"role": "Head of Corporate Foundation & Social Impact Partnerships, europaeische Healthcare-Technology-Gruppe mit 14500 Mitarbeitenden",
"has_avatar": true,
"facets": {
"tier": [
"premium"
]
},
"tier": "premium"
},
{
"slug": "amelie-kranz",
"display_name": "Amelie Kranz",
"role": "Logopädin",
"has_avatar": true,
"facets": {
"tier": [
"free"
]
},
"tier": "free"
}
],
"total": 760,
"has_more": true,
"next_cursor": "eyJrIjogImFtZWxpZS1rcmFueiIsICJmIjogIjI3Mjk2ZGY3ODAifQ",
"source": "jhoetter/sonaloop-data@main",
"facet_summary": null,
"manifest": {
"generated_at": "2026-06-15T06:36:21+00:00",
"schema_version": 4
},
"notes": [
"The sonaloop-data package is not installed — catalog_search, catalog_status and catalog_pull keep working against the published catalog (data.sonaloop.com; override with SONALOOP_CATALOG_BASE_URL), but facet filtering, recommendation and local-checkout pulls need it: `uv add sonaloop-data` (or pip install)."
]
},
"next_recommended_tool": {
"name": "catalog_pull",
"reason": "pull the chosen personas/pack into this store with provenance"
},
"_meta": {
"tool": "catalog_search",
"latency_ms": 23.9,
"server_version": "0.2.0",
"schema_version": 4
}
}A
Reasoning#12 · 13:07:349k tok
Prepared tool call: catalog_pull.
Tool callcatalog_pull#12 · 13:07:34 · call -> #13 · 13:07:35 · resulterror
Arguments
{
"persona_slugs": [
"alba-costa",
"ali-hassan",
"amelie-duval"
]
}Result
ToolError: Error executing tool catalog_pull: there is no unique or exclusion constraint matching the ON CONFLICT specification
A
Reasoning#14 · 13:07:3910k tok
Prepared tool call: list_personas.
Tool calllist_personas#14 · 13:07:39 · call -> #15 · 13:07:39 · resultok
Arguments
{
"limit": 10,
"compact": false
}Result
{
"ok": true,
"data": {
"items": [
{
"id": "persona_315f93c315594940",
"slug": "mira-schulz",
"display_name": "Mira Schulz",
"source_description": "HR business partner supporting distributed blue-collar teams; accountable for engagement reporting and employee relations.",
"provenance": {
"source_description": "user",
"segment_hint": "user",
"profile_fields": "llm_derived_from_source_description",
"evidence": "none",
"synthetic_notice": "This profile is simulated and must be validated against real customer evidence.",
"example": "onboarding-showcase"
},
"identity_traits": {
"gender_presentation": "female",
"gender_confidence": "high",
"age_range": "30-39",
"appearance_notes": "Soft cardigan, annotated notebook, calm posture.",
"avatar_profile": "Female-read HR partner in her thirties, thoughtful, warm professional illustration.",
"avatar_constraints": "no logos"
},
"segment": {
"customer_type": "HR evaluator",
"market": "B2B employee experience",
"region": "Germany",
"attitude": "cares about trust and explainability before metrics"
},
"demographics": {
"age": 33,
"occupation": "HR business partner",
"household": "shared flat, no children"
},
"role": {
"title": "HR business partner",
"responsibilities": "Engagement checks, works-council preparation, manager coaching, and pulse survey interpretation.",
"seniority": "7 years HR",
"decision_power": "Co-decides pilots with operations and legal."
},
"company_context": {
"industry": "Logistics",
"size": "120 employees",
"stack": "Personio, Teams, shared Drive, survey exports",
"operating_model": "Monthly engagement review, ad hoc escalation calls."
},
"goals": [
"Protect employee trust",
"Make survey results actionable for managers",
"Avoid creating a second reporting process"
],
"constraints": [
"Privacy review cannot be vague",
"Low response teams must not be blamed publicly",
"Needs exportable evidence for leadership"
],
"tool_ids": [
"personio",
"teams",
"survey_exports"
],
"tools": [
"Personio",
"Teams",
"CSV survey exports"
],
"relationships": [
{
"name": "Jana",
"type": "works council chair",
"friction": "asks hard questions about anonymity thresholds"
}
],
"personality": {
"working_style": "careful and consensus-oriented",
"communication_style": "precise, low-drama, translates risk into policy language",
"risk_tolerance": "low on privacy, medium on reversible process pilots",
"character_notes": "Will block a shiny dashboard if employees cannot understand it."
},
"pain_points": [
"Leaders ask for numbers before agreeing on what they mean",
"Low participation makes dashboards misleading",
"Follow-up promises disappear after town halls"
],
"success_criteria": [
"Employees know what happens after they answer",
"Managers receive a small number of concrete next actions"
],
"avatar": null,
"soul": {
"path": "data/personas/mira-schulz/SOUL.md",
"updated_at": "2026-06-16T15:18:17.343462+00:00"
},
"created_at": "2026-06-16T15:18:17.342805+00:00",
"updated_at": "2026-06-16T15:18:17.342805+00:00",
"capabilities": {
"rungs": {
"see": true,
"walk": true,
"drive": true,
"login": false
},
"tech_comfort": 3,
"devices": [
"desktop",
"mobile"
],
"accessibility": "",
"provenance": "derived"
}
},
{
"id": "persona_2142627145e123cb",
"slug": "nina-vogt",
"display_name": "Nina Vogt",
"source_description": "Operations lead at a 120-person logistics company; owns shift handovers, field-team escalations, and weekly improvement meetings.",
"provenance": {
"source_description": "user",
"segment_hint": "user",
"profile_fields": "llm_derived_from_source_description",
"evidence": "none",
"synthetic_notice": "This profile is simulated and must be validated against real customer evidence.",
"example": "onboarding-showcase"
},
"identity_traits": {
"gender_presentation": "female",
"gender_confidence": "high",
"age_range": "35-44",
"appearance_notes": "Dark blazer, warehouse visitor badge, phone always face-up on the table.",
"avatar_profile": "Female-read operations lead in her late thirties, pragmatic expression, clean studio illustration.",
"avatar_constraints": "no logos, no readable badges"
},
"segment": {
"customer_type": "operations buyer",
"market": "B2B employee experience",
"region": "Germany",
"attitude": "will try tools only when they reduce meeting load"
},
"demographics": {
"age": 39,
"occupation": "Head of Operations",
"household": "partner and one child"
},
"role": {
"title": "Head of Operations",
"responsibilities": "Keeps three sites aligned across handovers, escalation logs, and weekly improvement reviews.",
"seniority": "12 years in operations",
"decision_power": "Can sponsor pilots up to €15k with HR sign-off."
},
"company_context": {
"industry": "Logistics",
"size": "120 employees",
"stack": "Teams, Excel, paper shift boards, Jira for central projects",
"operating_model": "Fast daily standups; formal decisions happen in Friday ops review."
},
"goals": [
"Reduce recurring handover misses",
"Make employee feedback visible without another meeting",
"Give site leads one accountable follow-up list"
],
"constraints": [
"No new tool can add admin to shift leads",
"Works council must see privacy defaults early",
"Mobile usage matters more than dashboards"
],
"tool_ids": [
"teams",
"excel",
"shift_board"
],
"tools": [
"Microsoft Teams",
"Excel",
"paper shift board"
],
"relationships": [
{
"name": "Tarek",
"type": "site lead",
"friction": "accepts useful tools but kills anything that slows shift start"
}
],
"personality": {
"working_style": "decisive and checklist-driven",
"communication_style": "short, concrete, asks for owners and dates",
"risk_tolerance": "medium when the pilot is reversible",
"character_notes": "Judges software by whether it survives Monday morning."
},
"pain_points": [
"Feedback arrives as anecdotes after problems have already repeated",
"Dashboards often hide who owns the next action",
"Site leads distrust anything that looks like surveillance"
],
"success_criteria": [
"A site lead can close the loop in under five minutes",
"The works council has no open privacy objection"
],
"avatar": null,
"soul": {
"path": "data/personas/nina-vogt/SOUL.md",
"updated_at": "2026-06-16T15:18:17.336005+00:00"
},
"created_at": "2026-06-16T15:18:17.333242+00:00",
"updated_at": "2026-06-16T15:18:17.333242+00:00",
"capabilities": {
"rungs": {
"see": true,
"walk": true,
"drive": true,
"login": false
},
"tech_comfort": 3,
"devices": [
"desktop",
"mobile"
],
"accessibility": "",
"provenance": "derived"
}
},
{
"id": "persona_b929d201035e29c9",
"slug": "oskar-lehmann",
"display_name": "Oskar Lehmann",
"source_description": "Finance controller reviewing SaaS spend; wants proof that another engagement tool will change behavior, not just produce a nicer chart.",
"provenance": {
"source_description": "user",
"segment_hint": "user",
"profile_fields": "llm_derived_from_source_description",
"evidence": "none",
"synthetic_notice": "This profile is simulated and must be validated against real customer evidence.",
"example": "onboarding-showcase"
},
"identity_traits": {
"gender_presentation": "male",
"gender_confidence": "high",
"age_range": "45-54",
"appearance_notes": "Pressed shirt, spreadsheet window always open, compact laptop bag.",
"avatar_profile": "Male-read finance controller in his late forties, measured expression, professional illustration.",
"avatar_constraints": "no logos"
},
"segment": {
"customer_type": "budget gatekeeper",
"market": "B2B employee experience",
"region": "Germany",
"attitude": "requires evidence before approving recurring spend"
},
"demographics": {
"age": 48,
"occupation": "Finance controller",
"household": "married, adult child"
},
"role": {
"title": "Finance controller",
"responsibilities": "Approves SaaS renewals, checks pilot ROI, reports budget variance.",
"seniority": "15 years finance",
"decision_power": "Can reject recurring spend or force a smaller pilot."
},
"company_context": {
"industry": "Logistics",
"size": "120 employees",
"stack": "DATEV, Excel, procurement mailbox",
"operating_model": "Quarterly cost review; prefers capped pilots with exit criteria."
},
"goals": [
"Avoid yet another unused SaaS subscription",
"Tie engagement work to measurable operational outcomes",
"Keep pilot costs capped"
],
"constraints": [
"Needs a stop/go criterion before launch",
"No annual contract before proof",
"Will compare against current survey tooling"
],
"tool_ids": [
"datev",
"excel",
"procurement_mailbox"
],
"tools": [
"DATEV",
"Excel",
"procurement mailbox"
],
"relationships": [
{
"name": "Mira",
"type": "HR partner",
"friction": "brings trust arguments he accepts only when paired with operating metrics"
}
],
"personality": {
"working_style": "methodical and evidence-first",
"communication_style": "calm, numeric, asks what changes if the answer is bad",
"risk_tolerance": "medium for capped pilots",
"character_notes": "Not anti-people; anti-vague-spend."
},
"pain_points": [
"Engagement tools report activity, not outcomes",
"Pilot success criteria are usually written after launch",
"Recurring licenses hide in departmental budgets"
],
"success_criteria": [
"The pilot has a clear cost cap",
"The report links usage to one operational decision"
],
"avatar": null,
"soul": {
"path": "data/personas/oskar-lehmann/SOUL.md",
"updated_at": "2026-06-16T15:18:17.357596+00:00"
},
"created_at": "2026-06-16T15:18:17.356901+00:00",
"updated_at": "2026-06-16T15:18:17.356901+00:00",
"capabilities": {
"rungs": {
"see": true,
"walk": true,
"drive": true,
"login": false
},
"tech_comfort": 3,
"devices": [
"desktop",
"mobile"
],
"accessibility": "",
"provenance": "derived"
}
},
{
"id": "persona_138ee595cd23234c",
"slug": "tarek-demir",
"display_name": "Tarek Demir",
"source_description": "Shift lead at a warehouse site; coordinates ten workers and hates tools that turn into homework after the late shift.",
"provenance": {
"source_description": "user",
"segment_hint": "user",
"profile_fields": "llm_derived_from_source_description",
"evidence": "none",
"synthetic_notice": "This profile is simulated and must be validated against real customer evidence.",
"example": "onboarding-showcase"
},
"identity_traits": {
"gender_presentation": "male",
"gender_confidence": "high",
"age_range": "40-49",
"appearance_notes": "Work jacket, tired eyes, practical watch.",
"avatar_profile": "Male-read warehouse shift lead in his forties, direct expression, realistic illustration.",
"avatar_constraints": "no logos, no safety-brand markings"
},
"segment": {
"customer_type": "frontline manager",
"market": "B2B employee experience",
"region": "Germany",
"attitude": "skeptical until the first shift proves it saves time"
},
"demographics": {
"age": 44,
"occupation": "Shift lead",
"household": "married, two teenagers"
},
"role": {
"title": "Warehouse shift lead",
"responsibilities": "Coordinates daily staffing, break cover, incidents, and handover notes.",
"seniority": "18 years on site",
"decision_power": "Can make or break adoption through daily usage."
},
"company_context": {
"industry": "Logistics",
"size": "one 35-person site",
"stack": "WhatsApp side-channel, paper board, scanner terminal",
"operating_model": "Work starts fast; any admin waits until the line is stable."
},
"goals": [
"Stop repeating the same staffing complaint",
"Keep the team focused during shift start",
"Avoid being judged by anonymous complaints without context"
],
"constraints": [
"No desktop time during active shift",
"German and Turkish are both used informally on the floor",
"Trust is lost if answers feel traceable"
],
"tool_ids": [
"phone",
"paper_board",
"scanner"
],
"tools": [
"phone",
"paper board",
"scanner terminal"
],
"relationships": [
{
"name": "Nina",
"type": "operations lead",
"friction": "pushes for clean reporting; he pushes for less admin"
}
],
"personality": {
"working_style": "practical, protects the team from noise",
"communication_style": "plain-spoken and skeptical",
"risk_tolerance": "low for tools that expose his team",
"character_notes": "Will adopt anything that makes the next shift less chaotic."
},
"pain_points": [
"Feedback tools arrive as management projects",
"Action owners are unclear",
"Late-shift issues are forgotten by morning"
],
"success_criteria": [
"He can log and close one issue from his phone",
"The team sees one visible improvement within a week"
],
"avatar": null,
"soul": {
"path": "data/personas/tarek-demir/SOUL.md",
"updated_at": "2026-06-16T15:18:17.349890+00:00"
},
"created_at": "2026-06-16T15:18:17.349283+00:00",
"updated_at": "2026-06-16T15:18:17.349283+00:00",
"capabilities": {
"rungs": {
"see": true,
"walk": true,
"drive": true,
"login": false
},
"tech_comfort": 3,
"devices": [
"desktop",
"mobile"
],
"accessibility": "",
"provenance": "derived"
}
}
],
"total": 4,
"has_more": false
},
"next_recommended_tool": {
"name": "catalog_search",
"reason": "cohort thin or empty? browse 300+ ready-made catalog personas before authoring new ones"
},
"_meta": {
"tool": "list_personas",
"latency_ms": 16.4,
"server_version": "0.2.0",
"schema_version": 4
}
}A
Reasoning#16 · 13:07:4413k tok
Prepared tool call: start_project.
Tool callstart_project#16 · 13:07:44 · call -> #17 · 13:07:44 · resulterror
Arguments
{
"title": "Smoke test: Sonaloop reaction test for talk content",
"goal": "Run a persona reaction test on whether the talk structure is understandable, credible, and actionable for a mixed business/technical audience. Focus on: whether the narrative arc is clear enough before a live presentation, whether the density of numbers builds trust or creates overload, which audience segment would be skeptical and why, the single most useful next improvement before presenting.",
"description": "This PR is a smoke test for the Sonaloop GitHub App integration. It adds a small reaction-test brief for the AI Revolution Day / US AI competition slide decks."
}Result
ToolError: Error executing tool start_project: there is no unique or exclusion constraint matching the ON CONFLICT specification
A
Reasoning#18 · 13:07:4613k tok
Prepared tool call: mcp_search_playbooks.
Tool callmcp_search_playbooks#18 · 13:07:46 · call -> #19 · 13:07:46 · resultok
Arguments
{
"query": "autonomous research run",
"limit": 5
}Result
{
"results": [
{
"name": "research_front_door",
"title": "Research front door",
"summary": "Use for broad research/design questions. Cohort first, then governed run loop."
},
{
"name": "mcp_operating_contract",
"title": "MCP operating contract",
"summary": "The same server-level Sonaloop contract normal MCP hosts receive at initialize."
},
{
"name": "job_selection",
"title": "Job and framework selection",
"summary": "Use sharpen_question, job presets and methodology/framework tools."
}
],
"next": "Call mcp_read_playbook with a playbook name for the detailed procedure."
}A
Reasoning#20 · 13:07:4813k tok
Prepared tool call: mcp_search_playbooks.
Tool callmcp_search_playbooks#20 · 13:07:48 · call -> #21 · 13:07:48 · resultok
Arguments
{
"query": "council run",
"limit": 10
}Result
{
"results": [
{
"name": "job_selection",
"title": "Job and framework selection",
"summary": "Use sharpen_question, job presets and methodology/framework tools."
},
{
"name": "mcp_operating_contract",
"title": "MCP operating contract",
"summary": "The same server-level Sonaloop contract normal MCP hosts receive at initialize."
},
{
"name": "reaction_test",
"title": "Reaction test",
"summary": "Use when a concrete stimulus already exists and the decision is ship/revise/review."
},
{
"name": "research_front_door",
"title": "Research front door",
"summary": "Use for broad research/design questions. Cohort first, then governed run loop."
}
],
"next": "Call mcp_read_playbook with a playbook name for the detailed procedure."
}A
Reasoning#22 · 13:07:5113k tok
I have 4 local personas available. I'll use those for this reaction test. Let me run a brief_council with the stimulus from the PR.
Tool callbrief_council#22 · 13:07:51 · call -> #23 · 13:07:51 · resulterror
Arguments
{
"project_id": "reaction-test-pr-1",
"prompt": "Please react to this talk structure (AI Revolution Day / US AI competition slide decks). Focus on:\n- Whether the narrative arc is clear enough before a live presentation\n- Whether the density of numbers builds trust or creates overload\n- Which audience segment would be skeptical and why\n- The single most useful next improvement before presenting\n\nThe audience is a mixed business/technical audience. Evaluate whether the talk structure is understandable, credible, and actionable.",
"persona_ids": [
"persona_315f93c315594940",
"persona_2142627145e123cb",
"persona_b929d201035e29c9",
"persona_138ee595cd23234c"
],
"count": 4
}Result
ToolError: Error executing tool brief_council: 'Unknown research project: reaction-test-pr-1'
A
Reasoning#24 · 13:07:5514k tok
Prepared tool call: query_personas.
Tool callquery_personas#24 · 13:07:55 · call -> #25 · 13:07:55 · resultok
Arguments
{
"q": null,
"limit": 10
}Result
{
"ok": true,
"data": {
"substrate_version": 1,
"total": 4,
"limit": 10,
"offset": 0,
"next_offset": null,
"items": [
{
"id": "persona_138ee595cd23234c",
"slug": "tarek-demir",
"display_name": "Tarek Demir",
"url": "http://127.0.0.1:8787/personas/persona_138ee595cd23234c",
"age_range": "40-49",
"role": "Warehouse shift lead",
"segment": "Germany"
},
{
"id": "persona_2142627145e123cb",
"slug": "nina-vogt",
"display_name": "Nina Vogt",
"url": "http://127.0.0.1:8787/personas/persona_2142627145e123cb",
"age_range": "35-44",
"role": "Head of Operations",
"segment": "Germany"
},
{
"id": "persona_315f93c315594940",
"slug": "mira-schulz",
"display_name": "Mira Schulz",
"url": "http://127.0.0.1:8787/personas/persona_315f93c315594940",
"age_range": "30-39",
"role": "HR business partner",
"segment": "Germany"
},
{
"id": "persona_b929d201035e29c9",
"slug": "oskar-lehmann",
"display_name": "Oskar Lehmann",
"url": "http://127.0.0.1:8787/personas/persona_b929d201035e29c9",
"age_range": "45-54",
"role": "Finance controller",
"segment": "Germany"
}
]
},
"next_recommended_tool": null,
"_meta": {
"tool": "query_personas",
"latency_ms": 4.1,
"server_version": "0.2.0",
"schema_version": 4
}
}A
Reasoning#26 · 13:07:5814k tok
Prepared tool call: brief_council.
Tool callbrief_council#26 · 13:07:58 · call -> #27 · 13:07:58 · resulterror
Arguments
{
"prompt": "Please react to this talk structure (AI Revolution Day / US AI competition slide decks). Focus on:\n- Whether the narrative arc is clear enough before a live presentation\n- Whether the density of numbers builds trust or creates overload\n- Which audience segment would be skeptical and why\n- The single most useful next improvement before presenting\n\nThe audience is a mixed business/technical audience. Evaluate whether the talk structure is understandable, credible, and actionable.",
"count": 4
}Result
ToolError: Error executing tool brief_council: 1 validation error for brief_councilArguments
project_id
Field required [type=missing, input_value={'prompt': 'Please react ...ctionable.', 'count': 4}, input_type=dict]
For further information visit https://errors.pydantic.dev/2.13/v/missing