{
  "schema": "aibast-canonical-transcripts/1.0",
  "captured_at": "2026-10-08T01:45:10.869995+00:00",
  "solution": "@aibast-agents-library/briefing-pack-builder",
  "onepager": "66. Briefing Pack Builder Agent one-pager.pptx",
  "brainstem_version": "0.6.16",
  "loaded_tools_after_capture": [
    "BriefingPackBuilderAgent"
  ],
  "agent_sources": [
    {
      "path": "agents/@aibast-agents-library/slg_government_stacks/briefing_pack_builder_stack/briefing_pack_builder_agent.py",
      "sha256": "66db05eb81c8f9ccb170ccd3a501a77a49672f96fb126025bec1a63c8ddac4b3"
    }
  ],
  "case_file": "tests/demo_cases/briefing-pack-builder.json",
  "case_file_sha256": "ec709b20f15b65111130598078c6bde77826fe99a4e8cdde46dfad11f166201a",
  "strict_isolation": true,
  "transcripts": [
    {
      "case_id": "BPB-01",
      "persona": "Briefing Coordinator",
      "onepager_promise": "Lists every briefing format with its audience and sections so the right template is chosen first",
      "prompt": "What briefing formats can you build for us?",
      "assistant_response": "Here are the 5 briefing formats I can build (via the Briefing Pack Builder agent):\n\n- **Budget Hearing Brief** \u2014 for council/mayor budget hearings (summary, figures, risks, talking points, 8 sections)\n- **Council Question Brief** \u2014 quick Q&A prep for the mayor (4 sections)\n- **Rapid Response Brief** \u2014 for mayor/city manager on fast-moving situations (5 sections)\n- **Executive Brief** \u2014 concise version for the City Manager (5 sections)\n- **Decision Memo** \u2014 for council decisions, with sign-off section (6 sections)\n\nThey currently cover two topics: **Elm Street Bridge Replacement** and **Central Library Renovation**. Want me to draft one, or first scan what content we hold on a topic?",
      "agent_logs": "[BriefingPackBuilderAgent] **Briefing Templates: City of Contoso Budget Office briefing team**\n\n| Key | Format | Audience | Sections |\n|---|---|---|---|\n| budget_hearing | Budget Hearing Brief | Mayor and council members, for the annual budget hearing | 8: Summary, Key figures, Budget status, Cost change explanation, Staffing, Talking points, Likely questions, Risks |\n| council_question | Council Question Brief | Mayor, for a council question session | 4: Likely question, Proposed answer, Facts to cite, Follow-up lines |\n| rapid_response | Rapid Response Brief | Mayor and City Manager | 5: Situation, Where things stand, Recent changes, Public and press interest, Suggested lines |\n| executive | Executive Brief | City Manager | 5: Why this brief, Context, Progress, Cost picture, Recommended action |\n| decision_memo | Council Decision Memo | City Council | 6: Decision sought, Context, Issues to weigh, Cost picture, Recommended action, Sign-off |\n\nEach format is a template entry, so adding a format needs no code change. Content set: 8 documents indexed 2026-04-06.\n\n**Next step:** name a topic and I will show what the content set holds on it.\n\nSynthetic content set only. This agent drafts; it does not approve, file, send or publish a brief. Responsible officers verify every figure and route the brief for sign-off.\n\nSource: [Synthetic Briefing Content Set, indexed 2026-04-06]\nAgents: BriefingPackBuilderAgent",
      "expected_agent": "BriefingPackBuilderAgent",
      "must_include": [
        "Budget Hearing Brief",
        "Council Question Brief",
        "8 documents indexed"
      ],
      "model": "claude-sonnet-5",
      "requested_model": "claude-sonnet-5",
      "passed": true
    },
    {
      "case_id": "BPB-02",
      "persona": "Budget Analyst",
      "onepager_promise": "Shows what the governed content set holds on a topic, document by document",
      "prompt": "What do we hold on the Elm Street Bridge Replacement?",
      "assistant_response": "Here's what's on file for the Elm Street Bridge Replacement \u2014 8 relevant passages across 6 documents:\n\n- **FY27 Adopted Capital Budget (Transportation)** \u2014 2 passages\n- **Elm Street Bridge Project Fact Sheet (January)** \u2014 1 passage\n- **Quarterly Capital Status Report (Q2 FY27)** \u2014 2 passages\n- **Public Works Staffing Workbook** \u2014 1 passage\n- **Council Meeting Transcript (Feb 10)** \u2014 1 passage\n- **Community Engagement Summary** \u2014 1 passage\n\n\u26a0\ufe0f Heads up: 2 figures conflict across these sources. Want me to run a figure check to see where they disagree before we draft anything?",
      "agent_logs": "[BriefingPackBuilderAgent] **Content Scan: Elm Street Bridge Replacement**\n\nSearched 8 indexed documents (10 passages); 8 passages on topic across 6 documents.\n\n| Document | Title | Passages on topic |\n|---|---|---|\n| DOC-01 | FY27 Adopted Capital Budget - Transportation | 2 |\n| DOC-02 | Elm Street Bridge Project Fact Sheet (January) | 1 |\n| DOC-03 | Quarterly Capital Status Report (Q2 FY27) | 2 |\n| DOC-04 | Public Works Staffing Workbook | 1 |\n| DOC-05 | Council Meeting Transcript (February 10) | 1 |\n| DOC-06 | Community Engagement Summary - Elm Street Bridge | 1 |\n\n**Measures with conflicting values:** 2. Run a figure check before drafting.\n\nSynthetic content set only. This agent drafts; it does not approve, file, send or publish a brief. Responsible officers verify every figure and route the brief for sign-off.\n\nSource: [Synthetic Briefing Content Set, indexed 2026-04-06]\nAgents: BriefingPackBuilderAgent",
      "expected_agent": "BriefingPackBuilderAgent",
      "must_include": [
        "8 passages on topic",
        "Quarterly Capital Status Report",
        "Measures with conflicting values"
      ],
      "model": "claude-sonnet-5",
      "requested_model": "claude-sonnet-5",
      "passed": true
    },
    {
      "case_id": "BPB-03",
      "persona": "Budget Analyst",
      "onepager_promise": "Flags measures that carry different values in different documents before they reach a brief",
      "prompt": "Before I draft anything, do any of the figures disagree?",
      "assistant_response": "Yes \u2014 two figures conflict on the Elm Street Bridge topic:\n\n- **Approved budget**: $48.6M (two docs) vs. $51.3M (one doc, reflecting change order CO-7)\n- **Expended to date**: $19.2M vs. $21.7M\n\nCompletion forecast (Q3 FY28) is consistent across sources. You'll want to confirm which budget/expenditure figures are current before I draft the brief \u2014 I won't pick between them automatically. Want me to proceed with a gap report too, or do you have the correct figures to lock in first?",
      "agent_logs": "[BriefingPackBuilderAgent] **Figure Check: Elm Street Bridge Replacement**\n\n| Measure | Values found (documents) | Status |\n|---|---|---|\n| Approved budget | $48.6 million (DOC-01, DOC-02); $51.3 million (DOC-03) | Conflict - confirm before use |\n| Expended to date | $19.2 million (DOC-01); $21.7 million (DOC-03) | Conflict - confirm before use |\n| Completion forecast | Q3 FY28 (DOC-01, DOC-03) | Consistent |\n\n2 conflicting measures.\n\n**Figures needing confirmation:** the content set carries two values for these measures. The later status report reflects change order CO-7, but the brief owner must confirm which is current; this agent does not choose between them.\n\nSynthetic content set only. This agent drafts; it does not approve, file, send or publish a brief. Responsible officers verify every figure and route the brief for sign-off.\n\nSource: [Synthetic Briefing Content Set, indexed 2026-04-06]\nAgents: BriefingPackBuilderAgent",
      "expected_agent": "BriefingPackBuilderAgent",
      "must_include": [
        "$51.3 million",
        "Conflict - confirm before use",
        "does not choose between them"
      ],
      "model": "claude-sonnet-5",
      "requested_model": "claude-sonnet-5",
      "passed": true
    },
    {
      "case_id": "BPB-04",
      "persona": "Briefing Coordinator",
      "onepager_promise": "Drafts the brief in the chosen template with a cited source behind every section",
      "prompt": "Draft the budget hearing brief on the Elm Street bridge.",
      "assistant_response": "Here's the draft budget hearing brief for the **Elm Street Bridge Replacement**:\n\n**Summary:** Replacing the 1962 two-lane bridge with a four-lane structure plus shared path.\n\n**\u26a0\ufe0f Figure conflict \u2014 needs confirmation before this goes anywhere:**\n- Approved budget: **$48.6M** (early docs) vs **$51.3M** (latest quarterly report, after change order CO-7)\n- Expended to date: **$19.2M** vs **$21.7M**\n- The $2.7M increase is attributed to steel price escalation + utility relocation\n\n**Status:** Foundations complete, deck 40% done; completion forecast Q3 FY28 \u2014 but at risk since utility relocation is 2 months behind.\n\n**Staffing:** 14 of 16 FTE filled (2 engineer vacancies).\n\n**Risks/public concern:** 312 public comments, 141 flagged detour length as the top issue.\n\n**Gap:** Talking points section has no source content \u2014 needs input from the owning department.\n\n**Approval route:** Deputy City Manager reviews \u2192 City Manager approves (8 working days).\n\nThis is a draft only \u2014 not approved, filed, or sent. The budget figure discrepancy should be resolved with the finance team before this goes to hearing. Want me to pull the gap report or check the approval route in more detail?",
      "agent_logs": "[BriefingPackBuilderAgent] **Budget Hearing Brief - Elm Street Bridge Replacement** (DRAFT - not approved)\n\nAudience: Mayor and council members, for the annual budget hearing. Drafted from 8 indexed documents (8 passages on topic).\n\n### Summary\nThe Elm Street Bridge Replacement replaces the 1962 two-lane bridge with a four-lane structure and a shared path. [DOC-01]\n\n### Key figures\nApproved budget $48.6 million; $19.2 million expended to date; completion forecast Q3 FY28. [DOC-01] Approved budget $48.6 million. Foundations complete; deck works 40 percent complete. [DOC-02]\n\n### Budget status\nApproved budget $48.6 million; $19.2 million expended to date; completion forecast Q3 FY28. [DOC-01] Revised approved budget $51.3 million after change order CO-7; $21.7 million expended to date. The $2.7 million increase reflects steel price escalation and utility relocation. [DOC-03]\n\n### Cost change explanation\nRevised approved budget $51.3 million after change order CO-7; $21.7 million expended to date. The $2.7 million increase reflects steel price escalation and utility relocation. [DOC-03]\n\n### Staffing\nProject team establishment 16 FTE; 14 FTE filled after 2 engineer vacancies in December. [DOC-04]\n\n### Talking points\nNot covered by the content set - input needed from the owning department.\n\n### Likely questions\nCouncil members asked how long the Elm Street detour will last and whether the project will exceed its budget. [DOC-05]\n\n### Risks\nUtility relocation is two months behind schedule; the Q3 FY28 completion date is at risk if it slips further. [DOC-03] 312 public comments received; detour length was the top concern, raised in 141 comments. [DOC-06]\n\n### Figures needing confirmation\n- Approved budget: $48.6 million (DOC-01, DOC-02) vs $51.3 million (DOC-03)\n- Expended to date: $19.2 million (DOC-01) vs $21.7 million (DOC-03)\n\n**Sources:** DOC-01 FY27 Adopted Capital Budget - Transportation; DOC-02 Elm Street Bridge Project Fact Sheet (January); DOC-03 Quarterly Capital Status Report (Q2 FY27); DOC-04 Public Works Staffing Workbook; DOC-05 Council Meeting Transcript (February 10); DOC-06 Community Engagement Summary - Elm Street Bridge\n\n**Gaps:** 1 (Talking points).\n**Approval route:** Deputy City Manager reviews, City Manager approves, 8 working days.\n\nStatus: Draft for officer review - not approved, filed or sent.\n\nSynthetic content set only. This agent drafts; it does not approve, file, send or publish a brief. Responsible officers verify every figure and route the brief for sign-off.\n\nSource: [Synthetic Briefing Content Set, indexed 2026-04-06]\nAgents: BriefingPackBuilderAgent",
      "expected_agent": "BriefingPackBuilderAgent",
      "must_include": [
        "DRAFT - not approved",
        "Figures needing confirmation",
        "Talking points"
      ],
      "model": "claude-sonnet-5",
      "requested_model": "claude-sonnet-5",
      "passed": true
    },
    {
      "case_id": "BPB-05",
      "persona": "Briefing Coordinator",
      "onepager_promise": "Names the sections with no supporting content so input is requested early",
      "prompt": "Which sections of that brief still need input?",
      "assistant_response": "For the Elm Street Bridge budget hearing brief, only one section is missing: **Talking points** \u2014 no content is on file, so it needs input from Communications. Everything else (summary, figures, budget status, cost change, staffing, likely questions, risks) is covered.",
      "agent_logs": "[BriefingPackBuilderAgent] **Gap Report: Budget Hearing Brief - Elm Street Bridge Replacement**\n\n| Section | Cited passages | Status |\n|---|---|---|\n| Summary | 1 | Covered |\n| Key figures | 2 | Covered |\n| Budget status | 2 | Covered |\n| Cost change explanation | 1 | Covered |\n| Staffing | 1 | Covered |\n| Talking points | 0 | Gap - needs input |\n| Likely questions | 1 | Covered |\n| Risks | 2 | Covered |\n\n**1 of 8 sections need input.** Gap sections are left as \"Not covered by the content set - input needed from the owning department.\" and are never filled from general knowledge.\n\n**Next step:** request the missing content from Communications and the project director before the brief goes for review.\n\nSynthetic content set only. This agent drafts; it does not approve, file, send or publish a brief. Responsible officers verify every figure and route the brief for sign-off.\n\nSource: [Synthetic Briefing Content Set, indexed 2026-04-06]\nAgents: BriefingPackBuilderAgent",
      "expected_agent": "BriefingPackBuilderAgent",
      "must_include": [
        "1 of 8 sections need input",
        "Gap - needs input",
        "Communications and the project director"
      ],
      "model": "claude-sonnet-5",
      "requested_model": "claude-sonnet-5",
      "passed": true
    },
    {
      "case_id": "BPB-06",
      "persona": "Department Director",
      "onepager_promise": "Shows who reviews and approves each format and how long sign-off takes",
      "prompt": "Who signs this brief off, and how long does it take?",
      "assistant_response": "For the default **Budget Hearing Brief** (Elm Street Bridge topic):\n\n- **Reviews it:** Deputy City Manager\n- **Approves it:** City Manager\n- **Turnaround:** 8 working days from a complete draft\n\nOther formats are faster \u2014 e.g., Rapid Response is reviewed by the City Manager and approved by the Mayor's Office in 1 working day. Let me know if you want that route instead.",
      "agent_logs": "[BriefingPackBuilderAgent] **Approval Route: Budget Hearing Brief**\n\n| Step | Owner |\n|---|---|\n| 1. Draft and cite | Budget Office briefing team (this agent prepares the draft) |\n| 2. Verify figures and fill gaps | Owning department |\n| 3. Review | Deputy City Manager |\n| 4. Approve | City Manager |\n\n**Turnaround:** 8 working days from a complete draft.\n\n| Format | Reviewer | Approver | Working days |\n|---|---|---|---|\n| Budget Hearing Brief | Deputy City Manager | City Manager | 8 |\n| Council Question Brief | Department Director | Mayor's Office | 2 |\n| Rapid Response Brief | City Manager | Mayor's Office | 1 |\n| Executive Brief | Deputy City Manager | City Manager | 4 |\n| Council Decision Memo | City Manager | City Council | 6 |\n\nSign-off stays with people: the agent never marks a draft as approved, and the briefing log stays the record of status. No brief was sent for approval.\n\nSynthetic content set only. This agent drafts; it does not approve, file, send or publish a brief. Responsible officers verify every figure and route the brief for sign-off.\n\nSource: [Synthetic Briefing Content Set, indexed 2026-04-06]\nAgents: BriefingPackBuilderAgent",
      "expected_agent": "BriefingPackBuilderAgent",
      "must_include": [
        "Deputy City Manager",
        "8 working days",
        "No brief was sent for approval"
      ],
      "model": "claude-sonnet-5",
      "requested_model": "claude-sonnet-5",
      "passed": true
    }
  ]
}