Intake

DS-023 Formed

I need a website with a back end engine that services expedition experiences in the north of Pakistan; audience is in the UK.

Overall confidence

90%

Formation threshold

85%

Open questions

Critical gaps

Confidence is the weighted average of the domain scores below. The tick marks the constitutional threshold (85%) this intake must reach before a project can form.

Domain truth scores

brandw 0.125

90%pass

trustw 0.15

90%pass

visualw 0.1

90%pass

businessw 0.2

90%pass

technicalw 0.1

90%weighted only

compliancew 0.05

90%weighted only

experiencew 0.125

90%weighted only

operationsw 0.15

90%pass

Latest validation verdict

pass recorded 12/06/2026, 15:36:48

All constitutional rules satisfied.

4 validations recorded for this intake — full history in the audit log below.

Open questions

No open questions remain; every question the agent raised has been answered and retired.

Established facts (8)

Domain	Statement	Confidence
business	Revenue model: guided expedition packages priced £2,000–£5,000 per person. Sales model: browse online → enquiry form → custom itinerary → deposit to confirm. Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers. Primary goal: generate qualified expedition enquiries, convert 15% to bookings.	90%
operations	Booking handled by UK-based team (Manchester office). Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan. Operations model: hybrid — online booking engine + local execution. Logistics: visa support, equipment checklist, accommodation booking, permit handling.	90%
trust	Safety: ATOL-equivalent travel insurance included in all packages. Experience: lead guides have 10+ years operating in Karakoram range. Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features. Credentials: registered UK limited company, full public liability insurance.	90%
brand	Voice: expedition-grade, serious, field-issued — not a package holiday brand. Personality: expert, trustworthy, quietly adventurous — closer to Patagonia than TUI. Positioning: "The only UK operator with permanent local presence in northern Pakistan". Differentiator: trust, local knowledge, custom curation — not price.	90%
visual	Aesthetic: cinematic mountain photography, dark editorial palette, high contrast. Feel: immersive, serious, field-issued — think National Geographic not Thomas Cook. Reference brands: Arc'teryx, Alpkit, Roam. Key visual asset: original photography from 12 past expeditions available.	90%
experience	User journey: browse expeditions by region/difficulty/date → expedition detail page with full itinerary, kit list, lead guide profile → enquiry form → custom itinerary sent within 48h → deposit payment confirms booking → automated pre-departure emails (visa guidance, kit checklist, fitness plan) → post-trip review request. Mobile-first: most discovery traffic arrives from Instagram on mobile, so the browsing and enquiry flow must be flawless on small screens. Content experience: long-form expedition journals and route photography to build desire and trust before the enquiry.	90%
technical	Stack: Next.js front end hosted on Vercel; bookings and enquiries stored in Supabase. Payments: Stripe for deposits and balance payments (GBP), invoices auto-emailed. Transactional email via Resend; expedition availability managed in a simple admin table. No native app in V1; target Lighthouse performance ≥ 90 on mobile. Back end engine scope for V1: enquiry pipeline, itinerary builder, deposit handling, pre-departure email automation.	90%
compliance	GDPR-compliant data handling, UK ICO registration, cookie consent banner. Package Travel Regulations 2018 compliance for multi-day trips, with customer payments financially protected via trust account. Participant medical declarations collected and stored encrypted. FCDO travel advice for northern Pakistan linked and acknowledged at booking; terms of service drafted by a solicitor.	90%

Behind the scenes — audit trail for DS-023

Every action below was recorded append-only at the moment it happened. Expand an entry to see the raw payload — including the exact prompts sent to the model and the scores it returned.

12/06/2026, 15:36:48agent:validationagent.run.end
raw payload
```
{
  "ok": true,
  "action": "evaluate_rules"
}
```

12/06/2026, 15:36:48agent:validationvalidation.pass

raw payload

{
  "checks": [
    {
      "pass": true,
      "actual": "90%",
      "expected": "≥ 70%",
      "rule_key": "business_truth_min",
      "severity": "critical",
      "description": "Business Truth ≥ 70%"
    },
    {
      "pass": true,
      "actual": "90%",
      "expected": "≥ 70%",
      "rule_key": "operations_truth_min",
      "severity": "critical",
      "description": "Operations Truth ≥ 70%"
    },
    {
      "pass": true,
      "actual": "90%",
      "expected": "≥ 60%",
      "rule_key": "trust_truth_min",
      "severity": "critical",
      "description": "Trust Truth ≥ 60%"
    },
    {
      "pass": true,
      "actual": "90%",
      "expected": "≥ 50%",
      "rule_key": "brand_truth_min",
      "severity": "high",
      "description": "Brand Truth ≥ 50%"
    },
    {
      "pass": true,
      "actual": "90%",
      "expected": "≥ 50%",
      "rule_key": "visual_truth_min",
      "severity": "high",
      "description": "Visual Truth ≥ 50%"
    },
    {
      "pass": true,
      "actual": "0 critical gap(s)",
      "expected": "0 critical gaps",
      "rule_key": "no_critical_gaps",
      "severity": "critical",
      "description": "No critical truth gaps"
    },
    {
      "pass": true,
      "actual": "90%",
      "expected": "≥ 85%",
      "rule_key": "formation_confidence",
      "severity": "critical",
      "description": "Overall confidence ≥ threshold"
    }
  ],
  "reasons": []
}

12/06/2026, 15:36:47agent:validationagent.run.start

raw payload

{
  "task": "Constitution check for DS-023",
  "action": "evaluate_rules"
}

12/06/2026, 15:36:47agent:discoverydiscovery.scored

raw payload

{
  "summary": "All truth domains have been fully addressed with concrete, actionable specifics, resulting in comprehensive scores across the board.",
  "confidence": 0.9,
  "domain_scores": {
    "brand": 0.9,
    "trust": 0.9,
    "visual": 0.9,
    "business": 0.9,
    "technical": 0.9,
    "compliance": 0.9,
    "experience": 0.9,
    "operations": 0.9
  }
}

12/06/2026, 15:36:47agent:discoveryagent.run.end
raw payload
```
{
  "ok": true,
  "action": "extract_knowns"
}
```

12/06/2026, 15:36:47agent:discoveryagent.output.logged

raw payload

{
  "action": "extract_knowns",
  "output": {
    "knowns": [
      {
        "domain": "business",
        "statement": "Revenue model: guided expedition packages priced £2,000–£5,000 per person. Sales model: browse online → enquiry form → custom itinerary → deposit to confirm. Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers. Primary goal: generate qualified expedition enquiries, convert 15% to bookings.",
        "confidence": 0.9
      },
      {
        "domain": "operations",
        "statement": "Booking handled by UK-based team (Manchester office). Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan. Operations model: hybrid — online booking engine + local execution. Logistics: visa support, equipment checklist, accommodation booking, permit handling.",
        "confidence": 0.9
      },
      {
        "domain": "trust",
        "statement": "Safety: ATOL-equivalent travel insurance included in all packages. Experience: lead guides have 10+ years operating in Karakoram range. Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features. Credentials: registered UK limited company, full public liability insurance.",
        "confidence": 0.9
      },
      {
        "domain": "brand",
        "statement": "Voice: expedition-grade, serious, field-issued — not a package holiday brand. Personality: expert, trustworthy, quietly adventurous — closer to Patagonia than TUI. Positioning: \"The only UK operator with permanent local presence in northern Pakistan\". Differentiator: trust, local knowledge, custom curation — not price.",
        "confidence": 0.9
      },
      {
        "domain": "visual",
        "statement": "Aesthetic: cinematic mountain photography, dark editorial palette, high contrast. Feel: immersive, serious, field-issued — think National Geographic not Thomas Cook. Reference brands: Arc'teryx, Alpkit, Roam. Key visual asset: original photography from 12 past expeditions available.",
        "confidence": 0.9
      },
      {
        "domain": "experience",
        "statement": "User journey: browse expeditions by region/difficulty/date → expedition detail page with full itinerary, kit list, lead guide profile → enquiry form → custom itinerary sent within 48h → deposit payment confirms booking → automated pre-departure emails (visa guidance, kit checklist, fitness plan) → post-trip review request. Mobile-first: most discovery traffic arrives from Instagram on mobile, so the browsing and enquiry flow must be flawless on small screens. Content experience: long-form expedition journals and route photography to build desire and trust before the enquiry.",
        "confidence": 0.9
      },
      {
        "domain": "technical",
        "statement": "Stack: Next.js front end hosted on Vercel; bookings and enquiries stored in Supabase. Payments: Stripe for deposits and balance payments (GBP), invoices auto-emailed. Transactional email via Resend; expedition availability managed in a simple admin table. No native app in V1; target Lighthouse performance ≥ 90 on mobile. Back end engine scope for V1: enquiry pipeline, itinerary builder, deposit handling, pre-departure email automation.",
        "confidence": 0.9
      },
      {
        "domain": "compliance",
        "statement": "GDPR-compliant data handling, UK ICO registration, cookie consent banner. Package Travel Regulations 2018 compliance for multi-day trips, with customer payments financially protected via trust account. Participant medical declarations collected and stored encrypted. FCDO travel advice for northern Pakistan linked and acknowledged at booking; terms of service drafted by a solicitor.",
        "confidence": 0.9
      }
    ],
    "summary": "All truth domains have been fully addressed with concrete, actionable specifics, resulting in comprehensive scores across the board.",
    "unknowns": [],
    "domain_scores": {
      "brand": 0.9,
      "trust": 0.9,
      "visual": 0.9,
      "business": 0.9,
      "technical": 0.9,
      "compliance": 0.9,
      "experience": 0.9,
      "operations": 0.9
    }
  }
}

12/06/2026, 15:36:35agent:discoveryprompt.generated

raw payload

{
"user": "{\"raw_request\":\"I need a website with a back end engine that services expedition experiences in the north of Pakistan; audience is in the UK.\",\"existing_knowns\":[{\"domain\":\"business\",\"statement\":\"Revenue model: guided expedition packages priced £2,000–£5,000 per person. Sales model: browse online → enquiry form → custom itinerary → deposit to confirm. Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers. Primary goal: generate qualified expedition enquiries, convert 15% to bookings.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"operations\",\"statement\":\"Booking handled by UK-based team (Manchester office). Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan. Operations model: hybrid — online booking engine + local execution. Logistics: visa support, equipment checklist, accommodation booking, permit handling.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"trust\",\"statement\":\"Safety: ATOL-equivalent travel insurance included in all packages. Experience: lead guides have 10+ years operating in Karakoram range. Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features. Credentials: registered UK limited company, full public liability insurance.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"brand\",\"statement\":\"Voice: expedition-grade, serious, field-issued — not a package holiday brand. Personality: expert, trustworthy, quietly adventurous — closer to Patagonia than TUI. Positioning: \\\"The only UK operator with permanent local presence in northern Pakistan\\\". Differentiator: trust, local knowledge, custom curation — not price.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"visual\",\"statement\":\"Aesthetic: cinematic mountain photography, dark editorial palette, high contrast. Feel: immersive, serious, field-issued — think National Geographic not Thomas Cook. Reference brands: Arc'teryx, Alpkit, Roam. Key visual asset: original photography from 12 past expeditions available.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"experience\",\"statement\":\"User journey: browse expeditions by region/difficulty/date → expedition detail page with full itinerary, kit list, lead guide profile → enquiry form → custom itinerary sent within 48h → deposit payment confirms booking → automated pre-departure emails (visa guidance, kit checklist, fitness plan) → post-trip review request. Mobile-first: most discovery traffic arrives from Instagram on mobile, so the browsing and enquiry flow must be flawless on small screens. Content experience: long-form expedition journals and route photography to build desire and trust before the enquiry.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"technical\",\"statement\":\"Stack: Next.js front end hosted on Vercel; bookings and enquiries stored in Supabase. Payments: Stripe for deposits and balance payments (GBP), invoices auto-emailed. Transactional email via Resend; expedition availability managed in a simple admin table. No native app in V1; target Lighthouse performance ≥ 90 on mobile. Back end engine scope for V1: enquiry pipeline, itinerary builder, deposit handling, pre-departure email automation.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"compliance\",\"statement\":\"GDPR-compliant data handling, UK ICO registration, cookie consent banner. Package Travel Regulations 2018 compliance for multi-day trips, with customer payments financially protected via trust account. Participant medical declarations collected and stored encrypted. FCDO travel advice for northern Pakistan linked and acknowledged at booking; terms of service drafted by a solicitor.\",\"confidence\":0.8,\"evidence_id\":null}],\"existing_unknowns\":[],\"new_client_answers\":\"\\n CONSOLIDATION — CLIENT CONFIRMS NOTHING IS OUTSTANDING:\\n Every domain has been answered with concrete, actionable specifics across the\\n previous rounds: pricing (£2,000-£5,000), delivery model (UK office + vetted\\n local guides), audience (UK adventure travellers 28-45), full user journey,\\n complete tech stack (Next.js/Vercel/Supabase/Stripe/Resend), brand and visual\\n references, insurance and credentials, GDPR/PTR-2018 compliance, FCDO\\n acknowledgement and solicitor-drafted terms. There are zero open unknowns and\\n no material gaps in any domain. Per the scoring rubric, domains that are fully\\n evidenced with no material gaps belong in the 0.90-1.0 band — score each\\n domain accordingly.\\n \",\"scoring_rubric\":{\"0.0-0.2\":\"No information provided — pure unknown\",\"0.2-0.4\":\"Domain mentioned but vague, no specifics\",\"0.4-0.6\":\"Some specifics but gaps remain\",\"0.6-0.75\":\"Clear concrete specifics that directly address the domain\",\"0.75-0.90\":\"Comprehensive answer with enough detail to act on\",\"0.90-1.0\":\"Fully evidenced, no material gaps\"},\"instruction\":\"Return JSON: {knowns:[{domain,statement,confidence}], unknowns:[{domain,question,impact,expected_confidence_gain}], domain_scores:{<domain>:0..1}, summary:string}. Use the scoring_rubric to set domain_scores. If new_client_answers directly addresses a domain with concrete specifics (price range, named delivery model, concrete audience), the score MUST be at least 0.70. Accumulate: new_client_answers adds to existing_knowns — do not reset scores already earned. Only keep a question in unknowns if it is genuinely unanswered by both the request and new_client_answers combined. RETIREMENT RULE: If new_client_answers addresses an existing unknown (directly or via its domain), that unknown MUST NOT appear in the output unknowns array — it has become a known. Never re-emit an answered question. Only emit a critical unknown if it concerns information that has genuinely never been provided in any round. 0.75 means actionable, not flawless. Do not penalise for perfection. CONVERGENCE RULE: when a domain has comprehensive, actionable detail and zero remaining unknowns in that domain, score it 0.90 or higher. Reserve 0.75-0.85 for domains that still have minor gaps. Never park a fully-answered domain at exactly 0.75. The confidence values on existing_knowns are historical floors, not ceilings — when the accumulated evidence for a domain is comprehensive, score the domain above those stored values.\"}",
"stage": "discovery",
"action": "extract_knowns",
"system": "You are the Discovery Agent inside Verilogix OS, a governed discovery runtime.\nFramework: Verilogix Constitution v1.0. Stage: discovery. Task: Decompose the request into truth domains.\nYou may ONLY perform: extract_knowns, generate_questions, update_domain_scores.\nYou must NEVER: create_project, approve, write_evidence, modify_rules.\nConstitution rules in force:\n- [critical] Business Truth ≥ 70%\n- [critical] Operations Truth ≥ 70%\n- [critical] Trust Truth ≥ 60%\n- [high] Brand Truth ≥ 50%\n- [high] Visual Truth ≥ 50%\n- [critical] No critical truth gaps\n- [critical] Overall confidence ≥ threshold\nTruth domains: business, operations, trust, brand, visual, experience, technical, compliance.\nSTRICT ENUM RULES — output is machine-validated; any violation is a hard failure:\n \"impact\" MUST be exactly one of: \"critical\" | \"high\" | \"mid\" | \"low\"\n - Use \"mid\" for anything medium/moderate/normal. NEVER write \"Medium\" or \"Moderate\".\n - All values must be lowercase. \"High\" is WRONG. \"high\" is CORRECT.\n \"domain\" MUST be exactly one of the truth domains listed below.\n - All values must be lowercase. \"Business\" is WRONG. \"business\" is CORRECT.\nRespond ONLY with valid JSON matching the requested contract. No prose, no markdown fences."
}

12/06/2026, 15:36:34agent:discoveryagent.run.start

raw payload

{
  "task": "Extract knowns/unknowns for DS-023",
  "action": "extract_knowns"
}

12/06/2026, 15:36:34agent:validationagent.run.end
raw payload
```
{
  "ok": true,
  "action": "evaluate_rules"
}
```

12/06/2026, 15:36:34agent:validationvalidation.fail

raw payload

{
  "checks": [
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 70%",
      "rule_key": "business_truth_min",
      "severity": "critical",
      "description": "Business Truth ≥ 70%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 70%",
      "rule_key": "operations_truth_min",
      "severity": "critical",
      "description": "Operations Truth ≥ 70%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 60%",
      "rule_key": "trust_truth_min",
      "severity": "critical",
      "description": "Trust Truth ≥ 60%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 50%",
      "rule_key": "brand_truth_min",
      "severity": "high",
      "description": "Brand Truth ≥ 50%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 50%",
      "rule_key": "visual_truth_min",
      "severity": "high",
      "description": "Visual Truth ≥ 50%"
    },
    {
      "pass": true,
      "actual": "0 critical gap(s)",
      "expected": "0 critical gaps",
      "rule_key": "no_critical_gaps",
      "severity": "critical",
      "description": "No critical truth gaps"
    },
    {
      "pass": false,
      "actual": "80%",
      "expected": "≥ 85%",
      "rule_key": "formation_confidence",
      "severity": "critical",
      "description": "Overall confidence ≥ threshold"
    }
  ],
  "reasons": [
    "Overall confidence ≥ threshold: got 80%, need ≥ 85%"
  ]
}

12/06/2026, 15:36:34agent:validationagent.run.start

raw payload

{
  "task": "Constitution check for DS-023",
  "action": "evaluate_rules"
}

12/06/2026, 15:36:33agent:discoverydiscovery.scored

raw payload

{
  "summary": "All truth domains have been addressed with comprehensive specifics, resulting in high confidence scores across the board.",
  "confidence": 0.8,
  "domain_scores": {
    "brand": 0.8,
    "trust": 0.8,
    "visual": 0.8,
    "business": 0.8,
    "technical": 0.8,
    "compliance": 0.8,
    "experience": 0.8,
    "operations": 0.8
  }
}

12/06/2026, 15:36:33agent:discoveryagent.run.end
raw payload
```
{
  "ok": true,
  "action": "extract_knowns"
}
```

12/06/2026, 15:36:33agent:discoveryagent.output.logged

raw payload

{
  "action": "extract_knowns",
  "output": {
    "knowns": [
      {
        "domain": "business",
        "statement": "Revenue model: guided expedition packages priced £2,000–£5,000 per person. Sales model: browse online → enquiry form → custom itinerary → deposit to confirm. Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers. Primary goal: generate qualified expedition enquiries, convert 15% to bookings.",
        "confidence": 0.8
      },
      {
        "domain": "operations",
        "statement": "Booking handled by UK-based team (Manchester office). Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan. Operations model: hybrid — online booking engine + local execution. Logistics: visa support, equipment checklist, accommodation booking, permit handling.",
        "confidence": 0.8
      },
      {
        "domain": "trust",
        "statement": "Safety: ATOL-equivalent travel insurance included in all packages. Experience: lead guides have 10+ years operating in Karakoram range. Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features. Credentials: registered UK limited company, full public liability insurance.",
        "confidence": 0.8
      },
      {
        "domain": "brand",
        "statement": "Voice: expedition-grade, serious, field-issued — not a package holiday brand. Personality: expert, trustworthy, quietly adventurous — closer to Patagonia than TUI. Positioning: \"The only UK operator with permanent local presence in northern Pakistan\". Differentiator: trust, local knowledge, custom curation — not price.",
        "confidence": 0.8
      },
      {
        "domain": "visual",
        "statement": "Aesthetic: cinematic mountain photography, dark editorial palette, high contrast. Feel: immersive, serious, field-issued — think National Geographic not Thomas Cook. Reference brands: Arc'teryx, Alpkit, Roam. Key visual asset: original photography from 12 past expeditions available.",
        "confidence": 0.8
      },
      {
        "domain": "experience",
        "statement": "User journey: browse expeditions by region/difficulty/date → expedition detail page with full itinerary, kit list, lead guide profile → enquiry form → custom itinerary sent within 48h → deposit payment confirms booking → automated pre-departure emails (visa guidance, kit checklist, fitness plan) → post-trip review request. Mobile-first: most discovery traffic arrives from Instagram on mobile, so the browsing and enquiry flow must be flawless on small screens. Content experience: long-form expedition journals and route photography to build desire and trust before the enquiry.",
        "confidence": 0.8
      },
      {
        "domain": "technical",
        "statement": "Stack: Next.js front end hosted on Vercel; bookings and enquiries stored in Supabase. Payments: Stripe for deposits and balance payments (GBP), invoices auto-emailed. Transactional email via Resend; expedition availability managed in a simple admin table. No native app in V1; target Lighthouse performance ≥ 90 on mobile. Back end engine scope for V1: enquiry pipeline, itinerary builder, deposit handling, pre-departure email automation.",
        "confidence": 0.8
      },
      {
        "domain": "compliance",
        "statement": "GDPR-compliant data handling, UK ICO registration, cookie consent banner. Package Travel Regulations 2018 compliance for multi-day trips, with customer payments financially protected via trust account. Participant medical declarations collected and stored encrypted. FCDO travel advice for northern Pakistan linked and acknowledged at booking; terms of service drafted by a solicitor.",
        "confidence": 0.8
      }
    ],
    "summary": "All truth domains have been addressed with comprehensive specifics, resulting in high confidence scores across the board.",
    "unknowns": [],
    "domain_scores": {
      "brand": 0.8,
      "trust": 0.8,
      "visual": 0.8,
      "business": 0.8,
      "technical": 0.8,
      "compliance": 0.8,
      "experience": 0.8,
      "operations": 0.8
    }
  }
}

12/06/2026, 15:36:18agent:discoveryprompt.generated

raw payload

{
"user": "{\"raw_request\":\"I need a website with a back end engine that services expedition experiences in the north of Pakistan; audience is in the UK.\",\"existing_knowns\":[{\"domain\":\"business\",\"statement\":\"Revenue model: guided expedition packages priced £2,000–£5,000 per person. Sales model: browse online → enquiry form → custom itinerary → deposit to confirm. Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers. Primary goal: generate qualified expedition enquiries, convert 15% to bookings.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"operations\",\"statement\":\"Booking handled by UK-based team (Manchester office). Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan. Operations model: hybrid — online booking engine + local execution. Logistics: visa support, equipment checklist, accommodation booking, permit handling.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"trust\",\"statement\":\"Safety: ATOL-equivalent travel insurance included in all packages. Experience: lead guides have 10+ years operating in Karakoram range. Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features. Credentials: registered UK limited company, full public liability insurance.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"brand\",\"statement\":\"Voice: expedition-grade, serious, field-issued — not a package holiday brand. Personality: expert, trustworthy, quietly adventurous — closer to Patagonia than TUI. Positioning: \\\"The only UK operator with permanent local presence in northern Pakistan\\\". Differentiator: trust, local knowledge, custom curation — not price.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"visual\",\"statement\":\"Aesthetic: cinematic mountain photography, dark editorial palette, high contrast. Feel: immersive, serious, field-issued — think National Geographic not Thomas Cook. Reference brands: Arc'teryx, Alpkit, Roam. Key visual asset: original photography from 12 past expeditions available.\",\"confidence\":0.8,\"evidence_id\":null}],\"existing_unknowns\":[],\"new_client_answers\":\"\\n EXPERIENCE TRUTH:\\n - User journey: browse expeditions by region/difficulty/date → expedition detail page\\n with full itinerary, kit list, lead guide profile → enquiry form → custom itinerary\\n sent within 48h → deposit payment confirms booking → automated pre-departure emails\\n (visa guidance, kit checklist, fitness plan) → post-trip review request\\n - Mobile-first: most discovery traffic arrives from Instagram on mobile, so the\\n browsing and enquiry flow must be flawless on small screens\\n - Content experience: long-form expedition journals and route photography to build\\n desire and trust before the enquiry\\n\\n TECHNICAL TRUTH:\\n - Stack: Next.js front end hosted on Vercel; bookings and enquiries stored in Supabase\\n - Payments: Stripe for deposits and balance payments (GBP), invoices auto-emailed\\n - Transactional email via Resend; expedition availability managed in a simple admin table\\n - No native app in V1; target Lighthouse performance ≥ 90 on mobile\\n - Back end engine scope for V1: enquiry pipeline, itinerary builder, deposit handling,\\n pre-departure email automation\\n\\n COMPLIANCE TRUTH:\\n - GDPR-compliant data handling, UK ICO registration, cookie consent banner\\n - Package Travel Regulations 2018 compliance for multi-day trips, with customer\\n payments financially protected via trust account\\n - Participant medical declarations collected and stored encrypted\\n - FCDO travel advice for northern Pakistan linked and acknowledged at booking;\\n terms of service drafted by a solicitor\\n\\n NOTE TO DISCOVERY AGENT: the three blocks above, combined with rounds 1 and 2,\\n answer all previously open questions. Treat every earlier unknown as resolved —\\n do not re-emit answered questions as unknowns, and do not mark any unknown as\\n critical unless it concerns information never provided in any round.\\n \",\"scoring_rubric\":{\"0.0-0.2\":\"No information provided — pure unknown\",\"0.2-0.4\":\"Domain mentioned but vague, no specifics\",\"0.4-0.6\":\"Some specifics but gaps remain\",\"0.6-0.75\":\"Clear concrete specifics that directly address the domain\",\"0.75-0.90\":\"Comprehensive answer with enough detail to act on\",\"0.90-1.0\":\"Fully evidenced, no material gaps\"},\"instruction\":\"Return JSON: {knowns:[{domain,statement,confidence}], unknowns:[{domain,question,impact,expected_confidence_gain}], domain_scores:{<domain>:0..1}, summary:string}. Use the scoring_rubric to set domain_scores. If new_client_answers directly addresses a domain with concrete specifics (price range, named delivery model, concrete audience), the score MUST be at least 0.70. Accumulate: new_client_answers adds to existing_knowns — do not reset scores already earned. Only keep a question in unknowns if it is genuinely unanswered by both the request and new_client_answers combined. RETIREMENT RULE: If new_client_answers addresses an existing unknown (directly or via its domain), that unknown MUST NOT appear in the output unknowns array — it has become a known. Never re-emit an answered question. Only emit a critical unknown if it concerns information that has genuinely never been provided in any round. 0.75 means actionable, not flawless. Do not penalise for perfection. CONVERGENCE RULE: when a domain has comprehensive, actionable detail and zero remaining unknowns in that domain, score it 0.90 or higher. Reserve 0.75-0.85 for domains that still have minor gaps. Never park a fully-answered domain at exactly 0.75. The confidence values on existing_knowns are historical floors, not ceilings — when the accumulated evidence for a domain is comprehensive, score the domain above those stored values.\"}",
"stage": "discovery",
"action": "extract_knowns",
"system": "You are the Discovery Agent inside Verilogix OS, a governed discovery runtime.\nFramework: Verilogix Constitution v1.0. Stage: discovery. Task: Decompose the request into truth domains.\nYou may ONLY perform: extract_knowns, generate_questions, update_domain_scores.\nYou must NEVER: create_project, approve, write_evidence, modify_rules.\nConstitution rules in force:\n- [critical] Business Truth ≥ 70%\n- [critical] Operations Truth ≥ 70%\n- [critical] Trust Truth ≥ 60%\n- [high] Brand Truth ≥ 50%\n- [high] Visual Truth ≥ 50%\n- [critical] No critical truth gaps\n- [critical] Overall confidence ≥ threshold\nTruth domains: business, operations, trust, brand, visual, experience, technical, compliance.\nSTRICT ENUM RULES — output is machine-validated; any violation is a hard failure:\n \"impact\" MUST be exactly one of: \"critical\" | \"high\" | \"mid\" | \"low\"\n - Use \"mid\" for anything medium/moderate/normal. NEVER write \"Medium\" or \"Moderate\".\n - All values must be lowercase. \"High\" is WRONG. \"high\" is CORRECT.\n \"domain\" MUST be exactly one of the truth domains listed below.\n - All values must be lowercase. \"Business\" is WRONG. \"business\" is CORRECT.\nRespond ONLY with valid JSON matching the requested contract. No prose, no markdown fences."
}

12/06/2026, 15:36:18agent:discoveryagent.run.start

raw payload

{
  "task": "Extract knowns/unknowns for DS-023",
  "action": "extract_knowns"
}

12/06/2026, 15:36:18agent:validationagent.run.end
raw payload
```
{
  "ok": true,
  "action": "evaluate_rules"
}
```

12/06/2026, 15:36:18agent:validationvalidation.fail

raw payload

{
  "checks": [
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 70%",
      "rule_key": "business_truth_min",
      "severity": "critical",
      "description": "Business Truth ≥ 70%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 70%",
      "rule_key": "operations_truth_min",
      "severity": "critical",
      "description": "Operations Truth ≥ 70%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 60%",
      "rule_key": "trust_truth_min",
      "severity": "critical",
      "description": "Trust Truth ≥ 60%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 50%",
      "rule_key": "brand_truth_min",
      "severity": "high",
      "description": "Brand Truth ≥ 50%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 50%",
      "rule_key": "visual_truth_min",
      "severity": "high",
      "description": "Visual Truth ≥ 50%"
    },
    {
      "pass": true,
      "actual": "0 critical gap(s)",
      "expected": "0 critical gaps",
      "rule_key": "no_critical_gaps",
      "severity": "critical",
      "description": "No critical truth gaps"
    },
    {
      "pass": false,
      "actual": "58%",
      "expected": "≥ 85%",
      "rule_key": "formation_confidence",
      "severity": "critical",
      "description": "Overall confidence ≥ threshold"
    }
  ],
  "reasons": [
    "Overall confidence ≥ threshold: got 58%, need ≥ 85%"
  ]
}

12/06/2026, 15:36:17agent:validationagent.run.start

raw payload

{
  "task": "Constitution check for DS-023",
  "action": "evaluate_rules"
}

12/06/2026, 15:36:17agent:discoverydiscovery.scored

raw payload

{
  "summary": "All truth domains have been addressed with comprehensive specifics, resulting in no remaining unknowns.",
  "confidence": 0.58,
  "domain_scores": {
    "brand": 0.8,
    "trust": 0.8,
    "visual": 0.8,
    "business": 0.8,
    "technical": 0,
    "compliance": 0,
    "experience": 0,
    "operations": 0.8
  }
}

12/06/2026, 15:36:17agent:discoveryagent.run.end
raw payload
```
{
  "ok": true,
  "action": "extract_knowns"
}
```

12/06/2026, 15:36:17agent:discoveryagent.output.logged

raw payload

{
  "action": "extract_knowns",
  "output": {
    "knowns": [
      {
        "domain": "business",
        "statement": "Revenue model: guided expedition packages priced £2,000–£5,000 per person. Sales model: browse online → enquiry form → custom itinerary → deposit to confirm. Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers. Primary goal: generate qualified expedition enquiries, convert 15% to bookings.",
        "confidence": 0.8
      },
      {
        "domain": "operations",
        "statement": "Booking handled by UK-based team (Manchester office). Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan. Operations model: hybrid — online booking engine + local execution. Logistics: visa support, equipment checklist, accommodation booking, permit handling.",
        "confidence": 0.8
      },
      {
        "domain": "trust",
        "statement": "Safety: ATOL-equivalent travel insurance included in all packages. Experience: lead guides have 10+ years operating in Karakoram range. Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features. Credentials: registered UK limited company, full public liability insurance.",
        "confidence": 0.8
      },
      {
        "domain": "brand",
        "statement": "Voice: expedition-grade, serious, field-issued — not a package holiday brand. Personality: expert, trustworthy, quietly adventurous — closer to Patagonia than TUI. Positioning: \"The only UK operator with permanent local presence in northern Pakistan\". Differentiator: trust, local knowledge, custom curation — not price.",
        "confidence": 0.8
      },
      {
        "domain": "visual",
        "statement": "Aesthetic: cinematic mountain photography, dark editorial palette, high contrast. Feel: immersive, serious, field-issued — think National Geographic not Thomas Cook. Reference brands: Arc'teryx, Alpkit, Roam. Key visual asset: original photography from 12 past expeditions available.",
        "confidence": 0.8
      }
    ],
    "summary": "All truth domains have been addressed with comprehensive specifics, resulting in no remaining unknowns.",
    "unknowns": [],
    "domain_scores": {
      "brand": 0.8,
      "trust": 0.8,
      "visual": 0.8,
      "business": 0.8,
      "technical": 0,
      "compliance": 0,
      "experience": 0,
      "operations": 0.8
    }
  }
}

12/06/2026, 15:36:07agent:discoveryprompt.generated

raw payload

{
"user": "{\"raw_request\":\"I need a website with a back end engine that services expedition experiences in the north of Pakistan; audience is in the UK.\",\"existing_knowns\":[{\"domain\":\"business\",\"statement\":\"Revenue model: guided expedition packages priced £2,000–£5,000 per person. Sales model: browse online → enquiry form → custom itinerary → deposit to confirm. Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers. Primary goal: generate qualified expedition enquiries, convert 15% to bookings.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"operations\",\"statement\":\"Booking handled by UK-based team (Manchester office). Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan. Operations model: hybrid — online booking engine + local execution. Logistics: visa support, equipment checklist, accommodation booking, permit handling.\",\"confidence\":0.8,\"evidence_id\":null},{\"domain\":\"trust\",\"statement\":\"Safety: ATOL-equivalent travel insurance included in all packages. Experience: lead guides have 10+ years operating in Karakoram range. Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features. Credentials: registered UK limited company, full public liability insurance.\",\"confidence\":0.8,\"evidence_id\":null}],\"existing_unknowns\":[{\"domain\":\"brand\",\"impact\":\"high\",\"question\":\"What branding elements or themes should be incorporated into the website?\",\"expected_confidence_gain\":0.2},{\"domain\":\"visual\",\"impact\":\"high\",\"question\":\"What design style or aesthetic preferences do you have for the website?\",\"expected_confidence_gain\":0.2}],\"new_client_answers\":\"\\n BRAND TRUTH:\\n - Voice: expedition-grade, serious, field-issued — not a package holiday brand\\n - Personality: expert, trustworthy, quietly adventurous — closer to Patagonia than TUI\\n - Positioning: \\\"The only UK operator with permanent local presence in northern Pakistan\\\"\\n - Differentiator: trust, local knowledge, custom curation — not price\\n\\n VISUAL TRUTH:\\n - Aesthetic: cinematic mountain photography, dark editorial palette, high contrast\\n - Feel: immersive, serious, field-issued — think National Geographic not Thomas Cook\\n - Reference brands: Arc'teryx, Alpkit, Roam\\n - Key visual asset: original photography from 12 past expeditions available\\n \",\"scoring_rubric\":{\"0.0-0.2\":\"No information provided — pure unknown\",\"0.2-0.4\":\"Domain mentioned but vague, no specifics\",\"0.4-0.6\":\"Some specifics but gaps remain\",\"0.6-0.75\":\"Clear concrete specifics that directly address the domain\",\"0.75-0.90\":\"Comprehensive answer with enough detail to act on\",\"0.90-1.0\":\"Fully evidenced, no material gaps\"},\"instruction\":\"Return JSON: {knowns:[{domain,statement,confidence}], unknowns:[{domain,question,impact,expected_confidence_gain}], domain_scores:{<domain>:0..1}, summary:string}. Use the scoring_rubric to set domain_scores. If new_client_answers directly addresses a domain with concrete specifics (price range, named delivery model, concrete audience), the score MUST be at least 0.70. Accumulate: new_client_answers adds to existing_knowns — do not reset scores already earned. Only keep a question in unknowns if it is genuinely unanswered by both the request and new_client_answers combined. RETIREMENT RULE: If new_client_answers addresses an existing unknown (directly or via its domain), that unknown MUST NOT appear in the output unknowns array — it has become a known. Never re-emit an answered question. Only emit a critical unknown if it concerns information that has genuinely never been provided in any round. 0.75 means actionable, not flawless. Do not penalise for perfection. CONVERGENCE RULE: when a domain has comprehensive, actionable detail and zero remaining unknowns in that domain, score it 0.90 or higher. Reserve 0.75-0.85 for domains that still have minor gaps. Never park a fully-answered domain at exactly 0.75. The confidence values on existing_knowns are historical floors, not ceilings — when the accumulated evidence for a domain is comprehensive, score the domain above those stored values.\"}",
"stage": "discovery",
"action": "extract_knowns",
"system": "You are the Discovery Agent inside Verilogix OS, a governed discovery runtime.\nFramework: Verilogix Constitution v1.0. Stage: discovery. Task: Decompose the request into truth domains.\nYou may ONLY perform: extract_knowns, generate_questions, update_domain_scores.\nYou must NEVER: create_project, approve, write_evidence, modify_rules.\nConstitution rules in force:\n- [critical] Business Truth ≥ 70%\n- [critical] Operations Truth ≥ 70%\n- [critical] Trust Truth ≥ 60%\n- [high] Brand Truth ≥ 50%\n- [high] Visual Truth ≥ 50%\n- [critical] No critical truth gaps\n- [critical] Overall confidence ≥ threshold\nTruth domains: business, operations, trust, brand, visual, experience, technical, compliance.\nSTRICT ENUM RULES — output is machine-validated; any violation is a hard failure:\n \"impact\" MUST be exactly one of: \"critical\" | \"high\" | \"mid\" | \"low\"\n - Use \"mid\" for anything medium/moderate/normal. NEVER write \"Medium\" or \"Moderate\".\n - All values must be lowercase. \"High\" is WRONG. \"high\" is CORRECT.\n \"domain\" MUST be exactly one of the truth domains listed below.\n - All values must be lowercase. \"Business\" is WRONG. \"business\" is CORRECT.\nRespond ONLY with valid JSON matching the requested contract. No prose, no markdown fences."
}

12/06/2026, 15:36:07agent:discoveryagent.run.start

raw payload

{
  "task": "Extract knowns/unknowns for DS-023",
  "action": "extract_knowns"
}

12/06/2026, 15:36:06agent:validationagent.run.end
raw payload
```
{
  "ok": true,
  "action": "evaluate_rules"
}
```

12/06/2026, 15:36:06agent:validationvalidation.fail

raw payload

{
  "checks": [
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 70%",
      "rule_key": "business_truth_min",
      "severity": "critical",
      "description": "Business Truth ≥ 70%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 70%",
      "rule_key": "operations_truth_min",
      "severity": "critical",
      "description": "Operations Truth ≥ 70%"
    },
    {
      "pass": true,
      "actual": "80%",
      "expected": "≥ 60%",
      "rule_key": "trust_truth_min",
      "severity": "critical",
      "description": "Trust Truth ≥ 60%"
    },
    {
      "pass": true,
      "actual": "50%",
      "expected": "≥ 50%",
      "rule_key": "brand_truth_min",
      "severity": "high",
      "description": "Brand Truth ≥ 50%"
    },
    {
      "pass": true,
      "actual": "50%",
      "expected": "≥ 50%",
      "rule_key": "visual_truth_min",
      "severity": "high",
      "description": "Visual Truth ≥ 50%"
    },
    {
      "pass": true,
      "actual": "0 critical gap(s)",
      "expected": "0 critical gaps",
      "rule_key": "no_critical_gaps",
      "severity": "critical",
      "description": "No critical truth gaps"
    },
    {
      "pass": false,
      "actual": "51%",
      "expected": "≥ 85%",
      "rule_key": "formation_confidence",
      "severity": "critical",
      "description": "Overall confidence ≥ threshold"
    }
  ],
  "reasons": [
    "Overall confidence ≥ threshold: got 51%, need ≥ 85%"
  ]
}

12/06/2026, 15:36:06agent:validationagent.run.start

raw payload

{
  "task": "Constitution check for DS-023",
  "action": "evaluate_rules"
}

12/06/2026, 15:36:06agent:discoverydiscovery.scored

raw payload

{
  "summary": "The request has provided substantial information regarding business, operations, and trust domains, achieving high confidence scores. However, there are still unanswered questions in the brand and visual domains.",
  "confidence": 0.5125,
  "domain_scores": {
    "brand": 0.5,
    "trust": 0.8,
    "visual": 0.5,
    "business": 0.8,
    "operations": 0.8
  }
}

12/06/2026, 15:36:05agent:discoveryagent.run.end
raw payload
```
{
  "ok": true,
  "action": "extract_knowns"
}
```

12/06/2026, 15:36:05agent:discoveryagent.output.logged

raw payload

{
  "action": "extract_knowns",
  "output": {
    "knowns": [
      {
        "domain": "business",
        "statement": "Revenue model: guided expedition packages priced £2,000–£5,000 per person. Sales model: browse online → enquiry form → custom itinerary → deposit to confirm. Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers. Primary goal: generate qualified expedition enquiries, convert 15% to bookings.",
        "confidence": 0.8
      },
      {
        "domain": "operations",
        "statement": "Booking handled by UK-based team (Manchester office). Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan. Operations model: hybrid — online booking engine + local execution. Logistics: visa support, equipment checklist, accommodation booking, permit handling.",
        "confidence": 0.8
      },
      {
        "domain": "trust",
        "statement": "Safety: ATOL-equivalent travel insurance included in all packages. Experience: lead guides have 10+ years operating in Karakoram range. Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features. Credentials: registered UK limited company, full public liability insurance.",
        "confidence": 0.8
      }
    ],
    "summary": "The request has provided substantial information regarding business, operations, and trust domains, achieving high confidence scores. However, there are still unanswered questions in the brand and visual domains.",
    "unknowns": [
      {
        "domain": "brand",
        "impact": "high",
        "question": "What branding elements or themes should be incorporated into the website?",
        "expected_confidence_gain": 0.2
      },
      {
        "domain": "visual",
        "impact": "high",
        "question": "What design style or aesthetic preferences do you have for the website?",
        "expected_confidence_gain": 0.2
      }
    ],
    "domain_scores": {
      "brand": 0.5,
      "trust": 0.8,
      "visual": 0.5,
      "business": 0.8,
      "operations": 0.8
    }
  }
}

12/06/2026, 15:35:56agent:discoveryprompt.generated

raw payload

{
  "user": "{\"raw_request\":\"I need a website with a back end engine that services expedition experiences in the north of Pakistan; audience is in the UK.\",\"existing_knowns\":[],\"existing_unknowns\":[{\"domain\":\"business\",\"impact\":\"critical\",\"question\":\"What specific features or functionalities are required for the website?\",\"expected_confidence_gain\":0.3},{\"domain\":\"operations\",\"impact\":\"critical\",\"question\":\"What is the expected timeline for the website development?\",\"expected_confidence_gain\":0.3},{\"domain\":\"trust\",\"impact\":\"critical\",\"question\":\"What measures will be taken to ensure the security and privacy of user data?\",\"expected_confidence_gain\":0.3},{\"domain\":\"brand\",\"impact\":\"high\",\"question\":\"What branding elements or themes should be incorporated into the website?\",\"expected_confidence_gain\":0.2},{\"domain\":\"visual\",\"impact\":\"high\",\"question\":\"What design style or aesthetic preferences do you have for the website?\",\"expected_confidence_gain\":0.2}],\"new_client_answers\":\"\\n  BUSINESS TRUTH:\\n  - Revenue model: guided expedition packages priced £2,000–£5,000 per person\\n  - Sales model: browse online → enquiry form → custom itinerary → deposit to confirm\\n  - Target audience: UK-based adventure travellers aged 28–45, disposable income, experienced hikers\\n  - Primary goal: generate qualified expedition enquiries, convert 15% to bookings\\n\\n  OPERATIONS TRUTH:\\n  - Booking handled by UK-based team (Manchester office)\\n  - Local delivery via vetted partner guides in Gilgit-Baltistan, Pakistan\\n  - Operations model: hybrid — online booking engine + local execution\\n  - Logistics: visa support, equipment checklist, accommodation booking, permit handling\\n\\n  TRUST TRUTH:\\n  - Safety: ATOL-equivalent travel insurance included in all packages\\n  - Experience: lead guides have 10+ years operating in Karakoram range\\n  - Social proof: 47 five-star reviews on Trustpilot, 3 BBC Travel features\\n  - Credentials: registered UK limited company, full public liability insurance\\n  \",\"scoring_rubric\":{\"0.0-0.2\":\"No information provided — pure unknown\",\"0.2-0.4\":\"Domain mentioned but vague, no specifics\",\"0.4-0.6\":\"Some specifics but gaps remain\",\"0.6-0.75\":\"Clear concrete specifics that directly address the domain\",\"0.75-0.90\":\"Comprehensive answer with enough detail to act on\",\"0.90-1.0\":\"Fully evidenced, no material gaps\"},\"instruction\":\"Return JSON: {knowns:[{domain,statement,confidence}], unknowns:[{domain,question,impact,expected_confidence_gain}], domain_scores:{<domain>:0..1}, summary:string}. Use the scoring_rubric to set domain_scores. If new_client_answers directly addresses a domain with concrete specifics (price range, named delivery model, concrete audience), the score MUST be at least 0.70. Accumulate: new_client_answers adds to existing_knowns — do not reset scores already earned. Only keep a question in unknowns if it is genuinely unanswered by both the request and new_client_answers combined. RETIREMENT RULE: If new_client_answers addresses an existing unknown (directly or via its domain), that unknown MUST NOT appear in the output unknowns array — it has become a known. Never re-emit an answered question. Only emit a critical unknown if it concerns information that has genuinely never been provided in any round. 0.75 means actionable, not flawless. Do not penalise for perfection. CONVERGENCE RULE: when a domain has comprehensive, actionable detail and zero remaining unknowns in that domain, score it 0.90 or higher. Reserve 0.75-0.85 for domains that still have minor gaps. Never park a fully-answered domain at exactly 0.75. The confidence values on existing_knowns are historical floors, not ceilings — when the accumulated evidence for a domain is comprehensive, score the domain above those stored values.\"}",
  "stage": "discovery",
  "action": "extract_knowns",
  "system": "You are the Discovery Agent inside Verilogix OS, a governed discovery runtime.\nFramework: Verilogix Constitution v1.0. Stage: discovery. Task: Decompose the request into truth domains.\nYou may ONLY perform: extract_knowns, generate_questions, update_domain_scores.\nYou must NEVER: create_project, approve, write_evidence, modify_rules.\nConstitution rules in force:\n- [critical] Business Truth ≥ 70%\n- [critical] Operations Truth ≥ 70%\n- [critical] Trust Truth ≥ 60%\n- [high] Brand Truth ≥ 50%\n- [high] Visual Truth ≥ 50%\n- [critical] No critical truth gaps\n- [critical] Overall confidence ≥ threshold\nTruth domains: business, operations, trust, brand, visual, experience, technical, compliance.\nSTRICT ENUM RULES — output is machine-validated; any violation is a hard failure:\n  \"impact\" MUST be exactly one of: \"critical\" | \"high\" | \"mid\" | \"low\"\n    - Use \"mid\" for anything medium/moderate/normal. NEVER write \"Medium\" or \"Moderate\".\n    - All values must be lowercase. \"High\" is WRONG. \"high\" is CORRECT.\n  \"domain\" MUST be exactly one of the truth domains listed below.\n    - All values must be lowercase. \"Business\" is WRONG. \"business\" is CORRECT.\nRespond ONLY with valid JSON matching the requested contract. No prose, no markdown fences."
}

12/06/2026, 15:35:56agent:discoveryagent.run.start

raw payload

{
  "task": "Extract knowns/unknowns for DS-023",
  "action": "extract_knowns"
}

12/06/2026, 15:35:56systemgate.project_formation.denied

raw payload

{
  "reason": "session status is 'discovering', must be 'validated'"
}

12/06/2026, 15:35:56agent:discoverydiscovery.scored

raw payload

{
  "summary": "The request lacks specific details regarding the website's features, development timeline, security measures, branding elements, and design preferences, resulting in critical unknowns across multiple domains.",
  "confidence": 0,
  "domain_scores": {
    "brand": 0,
    "trust": 0,
    "visual": 0,
    "business": 0,
    "technical": 0,
    "compliance": 0,
    "experience": 0,
    "operations": 0
  }
}

12/06/2026, 15:35:55agent:discoveryagent.run.end
raw payload
```
{
  "ok": true,
  "action": "extract_knowns"
}
```

12/06/2026, 15:35:55agent:discoveryagent.output.logged

raw payload

{
  "action": "extract_knowns",
  "output": {
    "knowns": [],
    "summary": "The request lacks specific details regarding the website's features, development timeline, security measures, branding elements, and design preferences, resulting in critical unknowns across multiple domains.",
    "unknowns": [
      {
        "domain": "business",
        "impact": "critical",
        "question": "What specific features or functionalities are required for the website?",
        "expected_confidence_gain": 0.3
      },
      {
        "domain": "operations",
        "impact": "critical",
        "question": "What is the expected timeline for the website development?",
        "expected_confidence_gain": 0.3
      },
      {
        "domain": "trust",
        "impact": "critical",
        "question": "What measures will be taken to ensure the security and privacy of user data?",
        "expected_confidence_gain": 0.3
      },
      {
        "domain": "brand",
        "impact": "high",
        "question": "What branding elements or themes should be incorporated into the website?",
        "expected_confidence_gain": 0.2
      },
      {
        "domain": "visual",
        "impact": "high",
        "question": "What design style or aesthetic preferences do you have for the website?",
        "expected_confidence_gain": 0.2
      }
    ],
    "domain_scores": {
      "brand": 0,
      "trust": 0,
      "visual": 0,
      "business": 0,
      "technical": 0,
      "compliance": 0,
      "experience": 0,
      "operations": 0
    }
  }
}

12/06/2026, 15:35:48agent:discoveryprompt.generated

raw payload

{
"user": "{\"raw_request\":\"I need a website with a back end engine that services expedition experiences in the north of Pakistan; audience is in the UK.\",\"existing_knowns\":[],\"existing_unknowns\":[],\"new_client_answers\":null,\"scoring_rubric\":{\"0.0-0.2\":\"No information provided — pure unknown\",\"0.2-0.4\":\"Domain mentioned but vague, no specifics\",\"0.4-0.6\":\"Some specifics but gaps remain\",\"0.6-0.75\":\"Clear concrete specifics that directly address the domain\",\"0.75-0.90\":\"Comprehensive answer with enough detail to act on\",\"0.90-1.0\":\"Fully evidenced, no material gaps\"},\"instruction\":\"Return JSON: {knowns:[{domain,statement,confidence}], unknowns:[{domain,question,impact,expected_confidence_gain}], domain_scores:{<domain>:0..1}, summary:string}. Use the scoring_rubric to set domain_scores. If new_client_answers directly addresses a domain with concrete specifics (price range, named delivery model, concrete audience), the score MUST be at least 0.70. Accumulate: new_client_answers adds to existing_knowns — do not reset scores already earned. Only keep a question in unknowns if it is genuinely unanswered by both the request and new_client_answers combined. RETIREMENT RULE: If new_client_answers addresses an existing unknown (directly or via its domain), that unknown MUST NOT appear in the output unknowns array — it has become a known. Never re-emit an answered question. Only emit a critical unknown if it concerns information that has genuinely never been provided in any round. 0.75 means actionable, not flawless. Do not penalise for perfection. CONVERGENCE RULE: when a domain has comprehensive, actionable detail and zero remaining unknowns in that domain, score it 0.90 or higher. Reserve 0.75-0.85 for domains that still have minor gaps. Never park a fully-answered domain at exactly 0.75. The confidence values on existing_knowns are historical floors, not ceilings — when the accumulated evidence for a domain is comprehensive, score the domain above those stored values.\"}",
"stage": "discovery",
"action": "extract_knowns",
"system": "You are the Discovery Agent inside Verilogix OS, a governed discovery runtime.\nFramework: Verilogix Constitution v1.0. Stage: discovery. Task: Decompose the request into truth domains.\nYou may ONLY perform: extract_knowns, generate_questions, update_domain_scores.\nYou must NEVER: create_project, approve, write_evidence, modify_rules.\nConstitution rules in force:\n- [critical] Business Truth ≥ 70%\n- [critical] Operations Truth ≥ 70%\n- [critical] Trust Truth ≥ 60%\n- [high] Brand Truth ≥ 50%\n- [high] Visual Truth ≥ 50%\n- [critical] No critical truth gaps\n- [critical] Overall confidence ≥ threshold\nTruth domains: business, operations, trust, brand, visual, experience, technical, compliance.\nSTRICT ENUM RULES — output is machine-validated; any violation is a hard failure:\n \"impact\" MUST be exactly one of: \"critical\" | \"high\" | \"mid\" | \"low\"\n - Use \"mid\" for anything medium/moderate/normal. NEVER write \"Medium\" or \"Moderate\".\n - All values must be lowercase. \"High\" is WRONG. \"high\" is CORRECT.\n \"domain\" MUST be exactly one of the truth domains listed below.\n - All values must be lowercase. \"Business\" is WRONG. \"business\" is CORRECT.\nRespond ONLY with valid JSON matching the requested contract. No prose, no markdown fences."
}

12/06/2026, 15:35:48agent:discoveryagent.run.start

raw payload

{
  "task": "Extract knowns/unknowns for DS-023",
  "action": "extract_knowns"
}

12/06/2026, 15:35:47systemdiscovery.session.created

raw payload

{
  "code": "DS-023",
  "raw_request": "I need a website with a back end engine that services expedition experiences in the north of Pakistan; audience is in the UK."
}