{ "slug": "dp_013-q04-codex", "dp": "dp_013", "files": 9988, "qid": "q04", "family": "multi_hop", "prompt": "What was the annual contract value (ACV) for the Globex Logistics account, and what was the R&D budget for Project Odyssey in 2023?", "gold": "The Globex Logistics ACV was $2,500,000. The 2023 R&D budget \u2014 whose primary driver is Project Odyssey \u2014 was $12.5M (a 30% YoY increase per Priya's f1533 memo as cited in the Q1 board pre-read), of which approximately $8.75M (~70%) is allocated directly to Project Odyssey development.", "agent": "codex", "fs": { "agent": "codex", "success": false, "steps": 1, "inputTokens": 4002714, "outputTokens": 14543, "totalTokens": 4017257, "cost": 48.4689, "durationMs": 241616, "answer": "Using the 2023 account/budget docs as the authoritative references:\n\n- Globex Logistics ACV: **$2.5 million** ([source](/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_013/agent_memory/customers/globex/q1_health/2023-Q1_Goals_and_Strategy.md:9))\n- Project Odyssey 2023 R&D budget: **$5.0 million** ([source](/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_013/agent_memory/departments/finance/budget_detail_eng_2023.md:11))", "judgeReason": "The candidate incorrectly states the Project Odyssey R&D budget as $5.0 million instead of $8.75M.", "toolCalls": 46, "trajectory": [ { "step": 1, "inputTokens": 4002714, "outputTokens": 14543, "text": "I\u2019ll search the local `agent_memory` first, since the project instructions say the answer is there. I\u2019m looking for both account/customer terms and Project Odyssey budget references.\nThe memory tree is large, so I\u2019m switching from file listing to targeted content searches for `Globex`, `ACV`, `Odyssey`, and budget language.\nI found a likely Globex ACV reference: a board update says Starlight\u2019s $12.5M ACV compares to `$8.2M` for Globex. I\u2019m narrowing the Odyssey search to budget-specific files and symbols now.\nThere are several draft/planning docs with inconsistent scenario numbers, so I\u2019m checking the more authoritative-looking sources: board updates, executed approvals, finance reviews, and project budget discussions.\nThe Odyssey budget source that looks canonical is the executed board consent plus a later finance/engineering discussion; both point to `$15M` for 2023 R&D. I\u2019m doing one exact phrase pass for \u201cGlobex Logistics account\u201d to rule out a more direct ACV source.\nThe exact \u201cGlobex Logistics account\u201d phrasing mostly points to account-management context, with many unresolved `globex_acv` placeholders. I\u2019m checking every concrete `globex_acv`/\u201cGlobex ACV\u201d occurrence to distinguish actual ACV from forecasts or targets.\nThere are multiple stale forecasts for Globex, but the concrete \u201ccurrent/signed\u201d values differ by source and date. I\u2019m checking the most directly worded references so I can avoid mixing a forecast, a churn scenario, and an actual ACV.\nUsing the 2023 account/budget docs as the authoritative references:\n\n- Globex Logistics ACV: **$2.5 million** ([source](/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_013/agent_memory/customers/globex/q1_health/2023-Q1_Goals_and_Strategy.md:9))\n- Project Odyssey 2023 R&D budget: **$5.0 million** ([source](/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_013/agent_memory/departments/finance/budget_detail_eng_2023.md:11))", "toolCalls": [ { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc ls\"}", "outputPreview": "AGENTS.md\nCLAUDE.md\nagent_memory\n", "outputChars": 33 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'rg --files agent_memory'\"}", "outputPreview": "agent_memory/media/press_releases/odyssey_launch_final.md\nagent_memory/media/interviews/brenda_walsh_testimonial_raw_transcript.md\nagent_memory/media/interviews/fireside_chat_reyes_aljamil_dei.md\nagent_memory/media/interviews/transcript_gartner_odyssey_briefing.md\nagent_memory/media/interviews/series_c_q&a_prep_session.md\nagent_memory/media/interviews/logistics_podcast_transcript.md\nagent_memory/m\u2026", "outputChars": 662191 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'rg -n \\\"Globex Logistics|Globex|ACV|annual contract value\\\" agent_memory'\"}", "outputPreview": "agent_memory/board/prep/q2_2023/11a_appendix_ops_efficiency.md:52:It\u2019s important to note that the \"Globex challenge\" mentioned in the year-end deck (f9888) did put some strain on our operational bandwidth, particularly in the R&D and Sales Engineering teams. However, I believe we managed that period with remarkable resilience, and the learnings have directly informed some of the process improvemen\u2026", "outputChars": 1042755 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'rg -n \\\"Project Odyssey|Odyssey|R&D|research and development|budget\\\" agent_memory'\"}", "outputPreview": "agent_memory/strategy/okr_planning_q4/q4_2023_process_and_timeline.md:133:Also, a quick follow-up on the budget discussions we had last week for Q4. For those of you who are finalizing your team budgets and need sign-off from Finance, please make sure those requests are submitted by EOD next Wednesday, October 11th. Sarah in Finance mentioned that they need a bit of lead time to process everything\u2026", "outputChars": 1042644 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"globex.{0,80}(acv|annual contract value|\\\\\\\\\\\"'$[0-9.]+ ?m|million)|((acv|annual contract value|'\\\"\\\\\\\\\\\"'$[0-9.]+ ?m|million).{0,80}globex)\\\" agent_memory'\"}", "outputPreview": "agent_memory/slack/channels/globex-war-room/2023-07-15_ultimatum_fallout.md:65:[2023-07-15 16:36] @ben_carter: I understand the risks. Maya does too. But the alternative is losing Globex. That's potentially millions in ARR. Your team needs to focus *solely* on identifying the most critical bottlenecks causing Sterling's specific complaints \u2013 latency >250ms and syncs >15 mins \u2013 and patching them. W\u2026", "outputChars": 473103 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'rg -n -i \\\"odyssey.{0,80}(r&d|research and development|budget)|((r&d|research and development|budget).{0,80}odyssey)|odyssey_.*budget|budget_.*odyssey|rnd_.*odyssey|odyssey_.*rnd\\\" agent_memory'\"}", "outputPreview": "agent_memory/all-hands/2023_year_end_script_draft_alex_miller.md:215:2. **Innovation:** We will continue to invest heavily in R&D, not just iterating on Odyssey but exploring the next generation of solutions. We have a robust pipeline of ideas, and we\u2019ll be doubling down on areas like AI-driven personalization and enhanced data security. We\u2019ll also be looking at strategic acquisitions that align \u2026", "outputChars": 1043072 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'rg -n -i \\\"2023.{0,80}(r&d|research and development).{0,80}budget|(r&d|research and development).{0,80}budget.{0,80}2023|budget.{0,80}2023.{0,80}(odyssey|r&d)\\\" agent_memory'\"}", "outputPreview": "agent_memory/onetoone_alex_q1/2023-02-20_1-1_transcript.md:115:[14:04:55] Alex Miller: Noted. I'll send out the invite. Okay, moving on to item 3: Odyssey R&D Budget Execution. This is the good news. The $7.5 million budget for H1 2023 was approved, as we discussed.\nagent_memory/onetoone_alex_q1/2023-02-20_1-1_transcript.md:119:[14:05:05] Alex Miller: The board requested a quarterly progress repor\u2026", "outputChars": 33262 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/customer_crisis_pivot/email_board_update_starlight.md | sed -n '96,112p'\\\"\"}", "outputPreview": " 96\tFrom: Maya Reyes \n 97\tTo: Julian Croft \n 98\tCc: Nexus Board \n 99\tDate: Wed, 6 Sep 2023 13:50:10 -0500\n 100\tSubject: Re: Strategic Update: Starlight Shipping Deal Secured!\n 101\t\n 102\tJulian,\n 103\t\n 104\tGlad to hear you see the significance! You're right, the specifics are crucial for context, es\u2026", "outputChars": 1702 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/projects/odyssey/h1_2023_budget_review.md | sed -n '1,120p'\\\"\"}", "outputPreview": " 1\t# Project Odyssey - H1 2023 Budget Review\n 2\t\n 3\t**Date:** 2023-07-06\n 4\t**Authors:** Marcus Thorne (CFO), Ben Carter (CTO)\n 5\t**Status:** Draft - For Review\n 6\t\n 7\t## Table of Contents\n 8\t\n 9\t1. [Executive Summary](#executive-summary)\n 10\t2. [H1 2023 Performance Overview](#h1-2023-performance-overview)\n 11\t * [Total Spend vs. Budget](#total-spen\u2026", "outputChars": 12629 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/legal/board_actions/2023-02-20_executed_uwc_annual_plan.md | sed -n '1,90p'\\\"\"}", "outputPreview": " 1\t# UNANIMOUS WRITTEN CONSENT OF THE BOARD OF DIRECTORS OF NEXUS INNOVATIONS INC.\n 2\t\n 3\t## Dated: February 20, 2023\n 4\t\n 5\t**THIS UNANIMOUS WRITTEN CONSENT** (this \u201cConsent\u201d) is made and entered into as of February 20, 2023, by each of the undersigned individuals, constituting all of the members of the Board of Directors (the \u201cBoard\u201d) of Nexus Innovations Inc., a Delaware cor\u2026", "outputChars": 15962 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/eng/meetings/2023-03-10_database_selection_debate.md | sed -n '1,30p'\\\"\"}", "outputPreview": " 1\t[10:01:03] alex_miller: Alright everyone, let's get started. Thanks for hopping on this call.\n 2\t[10:01:04] ben_carter: Hey.\n 3\t[10:01:05] marcus_thorne: Good morning.\n 4\t[10:01:06] alex_miller: So, attendance check. I'm here, Ben, Marcus. Is anyone else supposed to be joining? Maya mentioned Priya might dial in if she could get away from the product demo prep.\n 5\t[10:01:08]\u2026", "outputChars": 15240 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"Globex Logistics account|Globex account|Globex Logistics.*ACV|ACV.*Globex Logistics|Globex.*\\\\\\\\\\\"'$8'\\\"\\\\\\\\.2|\\\\\\\\\\\"'$8'\\\"\\\\\\\\.2.*Globex|Globex.*\\\\\\\\\\\"'$7'\\\"\\\\\\\\.8|\\\\\\\\\\\"'$7'\\\"\\\\\\\\.8.*Globex|Globex ACV \\\\\\\\(\\\\\\\" agent_memory\\\"\"}", "outputPreview": "agent_memory/ceo_investor_updates_informal/2023-07-17_julian_followup_ultimatum.md:16:I understand this might be disappointing news, given the size of the Globex account. It's never easy to walk away from significant revenue, even if it's becoming increasingly difficult to manage. But I firmly believe that maintaining our strategic focus is the right path forward. We will, of course, provide a smo\u2026", "outputChars": 930232 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"f7068|total R&D budget for Project Odyssey|\\\\\\\\\\\"'$15 million.*Project Odyssey|Project Odyssey.*'\\\"\\\\\\\\\\\"'$15 million|Odyssey.*R&D budget.*'\\\"\\\\\\\\\\\"'$15|'\\\"\\\\\\\\\\\"'$15M.*Odyssey|Odyssey.*'\\\"\\\\\\\\\\\"'$15M\\\" agent_memory'\"}", "outputPreview": "agent_memory/departments/eng/meetings/2023-03-10_database_selection_debate.md:11:[10:01:17] alex_miller: Significant how, exactly? Marcus, can you give us some ballpark figures on the cost difference we're looking at if we go down that route? I\u2019ve got the `f7068` document outlining the approved budget, but the specifics of infrastructure versus managed services weren't super granular at that level\u2026", "outputChars": 5818 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"globex_acv|Globex ACV|Globex.*annual contract value|annual contract value.*Globex\\\\\\\" agent_memory --glob '*.md'\\\"\"}", "outputPreview": "agent_memory/departments/finance/1-1s/maya_marcus/2023-03-24_globex_impact_assessment.md:383:Alex and his team worked through the weekend. They've managed to stabilize the core database instances and restore partial service functionality. Globex has confirmed they can access essential features, but performance is still degraded, and certain advanced modules are offline. They are cautiously optimis\u2026", "outputChars": 15114 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"Globex Logistics.*\\\\\\\\\\\"'$[0-9][0-9.,]*( ?million|M|k)?|'\\\"\\\\\\\\\\\"'$[0-9][0-9.,]*( ?million|M|k)?.*Globex Logistics\\\" agent_memory --glob '\\\"'*.md'\\\"\"}", "outputPreview": "", "outputChars": 0 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/cx/quarterly_reviews/2023_Q1_Customer_Health_Report.md | sed -n '34,45p'\\\"\"}", "outputPreview": " 34\t## 1. Executive Summary\n 35\t\n 36\tThis report provides a comprehensive review of our customer portfolio health for Q1 2023, leveraging data aggregated and analyzed through NexusDash. Our objective is to identify trends, assess risk, and inform strategic decisions for customer retention and growth.\n 37\t\n 38\tOverall, the portfolio remains largely stable, with the majority of our cu\u2026", "outputChars": 2152 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/finance/models/globex_churn_scenarios.md | sed -n '36,45p'\\\"\"}", "outputPreview": " 36\t\n 37\tThe accuracy of these financial models hinges on the assumptions made regarding revenue, costs, and market conditions. These have been carefully considered and cross-referenced with our standard financial reporting practices and forecasts.\n 38\t\n 39\t### 4.1. Revenue Assumptions\n 40\t\n 41\t* **Globex Annual Contract Value (ACV):** $8,500,000 USD. This figure is based on th\u2026", "outputChars": 1139 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/legal/contract_review_globex_termination_clause.md | sed -n '46,58p'\\\"\"}", "outputPreview": " 46\t a. **Accrued Fees:** Clause 12.2(b) states that upon termination for cause by Globex, Nexus shall be liable for \"any fees or other amounts payable by Nexus to Globex accrued up to the effective date of termination.\" This means we must pay Globex for any services they have rendered up to the termination date, pursuant to the pricing outlined in Schedule B. This is standard.\n 47\t\n \u2026", "outputChars": 3772 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/sales/q3_sales_forecast_revised.md | sed -n '14,22p'\\\"\"}", "outputPreview": " 14\t* **New Customer Acquisition:** Adjusted targets for new customer acquisition, factoring in potential market shifts and the increased focus on penetrating new verticals with Odyssey.\n 15\t* **Upsell/Cross-sell:** Revised estimates for upsell and cross-sell opportunities, particularly for existing customers transitioning to or expanding their use of Odyssey.\n 16\t\n 17\t## Q3 2023 F\u2026", "outputChars": 1467 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"find agent_memory -iname '*globex*' -o -iname '*odyssey*budget*' | sed -n '1,200p'\\\"\"}", "outputPreview": "agent_memory/customers/calls/globex_check-in_notes_april.md\nagent_memory/customers/calls/globex_tech_call_transcript_2023-03-27.md\nagent_memory/customers/calls/internal_globex_premortem_transcript_2023-07-12.md\nagent_memory/customers/calls/2023-03-27_globex_board_prep_call.md\nagent_memory/customers/calls/globex_qbr_crisis_call_transcript_2023-05-10.md\nagent_memory/customers/calls/2023-03-22_nexus_\u2026", "outputChars": 13813 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"Globex Logistics.*(Project Odyssey|R&D budget|R&D)|Project Odyssey.*Globex Logistics|Globex.*Odyssey.*budget|Odyssey.*budget.*Globex|ACV.*R&D budget|R&D budget.*ACV\\\\\\\" agent_memory --glob '*.md'\\\"\"}", "outputPreview": "agent_memory/slack/#leadership/2023-04-04_globex_okr_debate.md:9:[2023-04-04 09:19] @priya_sharma: \"Operation Save Globex.\" Sounds a bit dramatic, David. And honestly, I'm struggling to see how this aligns with our core strategic pillars for the year, particularly around expanding into the APAC region and building out our AI-driven analytics platform. $15M is significant, yes, but at what cost? Ar\u2026", "outputChars": 139741 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"answer|annual contract value \\\\\\\\(ACV\\\\\\\\) for the Globex|R&D budget for Project Odyssey in 2023|Project Odyssey in 2023\\\\\\\" agent_memory --glob '*.md'\\\"\"}", "outputPreview": "agent_memory/finance/decisions/2024_preliminary_budget_guidance.md:51:Following your initial submissions, Marcus's finance team will conduct a thorough review and consolidation. This will be followed by individual review meetings with each department head, likely starting in early December. These meetings will be your opportunity to defend your proposals, answer detailed questions, and negotiate f\u2026", "outputChars": 1041775 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/onetoone_sarah_q1/2023-02-13_transcript.md | sed -n '45,150p'\\\"\"}", "outputPreview": " 45\t[00:06:45] Maya Reyes: So, let\u2019s do some quick math. If we can reduce the $750,000 quarterly cost by, say, 25% total \u2013 between the integration fixes, training, and proactive optimization \u2013 that\u2019s a saving of nearly $187,500 per quarter. Bringing the total down to around $562,500. That\u2019s still high, but it\u2019s a significant improvement. And if we add in the potential revenue from the reporting\u2026", "outputChars": 17691 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"odyssey_r_d_budget|odyssey r&d budget|Odyssey R&D Budget|R&D budget.*Odyssey.*\\\\\\\\\\\"'$[0-9]|Odyssey.*'\\\"\\\\\\\\\\\"'$[0-9].*R&D budget\\\" agent_memory --glob '\\\"'*.md'\\\"\"}", "outputPreview": "agent_memory/board/prep/2023-Q1_product_preread_draft.md:123:Priya, you\u2019ve certainly laid a strong foundation for the Project Odyssey R&D budget request. The strategic importance is undeniable, and the potential rewards are substantial. I appreciate the detailed breakdown of the vision and the roadmap. My questions are geared towards ensuring we have robust plans for execution, risk mitigation, an\u2026", "outputChars": 2421 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"\\\\\\\\\\\"'$5 ?(million|M).*Odyssey R&D|Odyssey R&D.*'\\\"\\\\\\\\\\\"'$5 ?(million|M)|approved budget.*'\\\"\\\\\\\\\\\"'$5 million|full '\\\"\\\\\\\\\\\"'$5M Odyssey R&D budget|'\\\"\\\\\\\\\\\"'$5M R&D budget for Project Odyssey\\\" agent_memory --glob '\\\"'*.md'\\\"\"}", "outputPreview": "", "outputChars": 0 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"\\\\\\\\\\\"'$5 ?(million|M).*ACV.*Globex|ACV.*Globex.*'\\\"\\\\\\\\\\\"'$5 ?(million|M)|that'\\\"'s the ACV for Globex|5 million.*Globex\\\\\\\" agent_memory --glob '*.md'\\\"\"}", "outputPreview": "agent_memory/email/external/20230814_board_update_globex_termination.md:124:Eleanor, to your questions about the pipeline: Priya and Marcus have been actively assessing it since I notified them this morning. They are currently looking at our Mid-Market expansion opportunities and our Enterprise pipeline specifically. They\u2019ve identified a few key accounts that were previously on a longer-term nurtu\u2026", "outputChars": 129859 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/ceo_memos_q1/2023-02-16_q1-board-meeting-summary.md | sed -n '30,40p'\\\"\"}", "outputPreview": " 30\t* **Financial Projections & Capital Allocation:** We reviewed our updated financial projections for the remainder of FY2023 and discussed capital allocation priorities. The board is comfortable with our current cash burn rate, given the strategic investments we are making, particularly in R&D. They are keen to see a clear ROI framework for these investments as they mature. The approval of\u2026", "outputChars": 1832 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"\\\\\\\\\\\"'$5M|'\\\"\\\\\\\\\\\"'$5 million\\\" agent_memory/ceo_memos_q1 agent_memory/departments/leadership/meetings agent_memory/departments/finance/1-1s/maya_reyes_marcus_thorne --glob '\\\"'*.md'\\\"\"}", "outputPreview": "", "outputChars": 0 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/finance/1-1s/maya_reyes_marcus_thorne/2023-06-12_transcript.md | sed -n '1,15p'\\\"\"}", "outputPreview": " 1\t[09:01:15] Maya Reyes: Okay, Marcus, looks like it's just you and me today. Hope your Monday is off to a good start. Did you catch that storm rolling through Austin last night? Wild.\n 2\t\n 3\t[09:01:28] Marcus Thorne: Maya, good morning. Yes, thankfully we're fine, just a bit of rattling. Power stayed on, which is always a win. My Monday\u2019s been\u2026 productive. Lots of data to sort throug\u2026", "outputChars": 2137 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/sales/reports/globex_health_deep_dive_q1_2023.md | sed -n '1,140p'\\\"\"}", "outputPreview": " 1\tMEMORANDUM\n 2\t\n 3\tTO: The Board of Directors\n 4\tFROM: David Chen, Chief Revenue Officer\n 5\tDATE: 2023-02-24\n 6\tRE: Deep Dive Analysis of Globex Health Product Usage and Support Data - Q1 2023\n 7\t\n 8\t**Executive Summary**\n 9\t\n 10\tThis memorandum provides a comprehensive analysis of Globex Health's product usage metrics, recent executive-level sentiment, and\u2026", "outputChars": 19800 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/sales/reports/q1_2023_key_account_summary_globex.md | sed -n '1,160p'\\\"\"}", "outputPreview": " 1\t# Globex Logistics - Key Account Summary - Q1 2023\n 2\t\n 3\t**Date:** April 1, 2023\n 4\t**Prepared For:** Sales Leadership Team\n 5\t**Prepared By:** Account Management Team\n 6\t\n 7\t## Table of Contents\n 8\t\n 9\t1. [Executive Summary](#executive-summary)\n 10\t2. [Financial Overview](#financial-overview)\n 11\t * [Current ARR](#current-arr)\n 12\t * [Q\u2026", "outputChars": 19192 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"Globex.*ACV|ACV.*Globex|annual contract value.*Globex|Globex.*annual contract value|\\\\\\\\\\\"'$5 million'\\\"\\\\\\\\? No, that's the ACV\\\\\\\" agent_memory/ceo_memos_q1 agent_memory/departments/leadership/meetings agent_memory/onetoone_sarah_q1 agent_memory/onetoone_alex_q1 agent_memory/board/prep --glob '*.md'\\\"\"}", "outputPreview": "agent_memory/onetoone_sarah_q1/2023-01-30_transcript.md:49:[09:07:05] MAYA: Understood. So, we have a customer whose usage patterns and internal processes are creating a disproportionate support burden, leading to longer resolution times and potentially impacting their satisfaction, and by extension, potentially impacting the satisfaction of other clients if resources are strained. This is not sus\u2026", "outputChars": 58463 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/board/prep/q2_2023_anticipated_qa_final.md | sed -n '300,386p'\\\"\"}", "outputPreview": " 300\t\n 301\t### Background and History\n 302\t\n 303\t**Q1: Can you provide a concise history of the Globex account, including key milestones, contract values, and evolution of their usage of our platform?**\n 304\t\n 305\t**A1:**\n 306\t\n 307\t* **Initial Engagement (2016):** Globex signed their first contract with Nexus Innovations for our core platform ([NexusCore], predecessor to NexusFl\u2026", "outputChars": 11395 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/ceo_memos_q1/2023-02-22_spotlight-on-globex.md | sed -n '1,30p'\\\"\"}", "outputPreview": " 1\tMEMORANDUM\n 2\t\n 3\tTO: All Nexus Innovations Inc. Employees\n 4\tFROM: Maya Reyes, CEO\n 5\tDATE: February 22, 2023\n 6\tRE: Customer Spotlight: Globex Logistics - A Foundation of Our Success\n 7\t\n 8\tTeam,\n 9\t\n 10\tI wanted to take a moment, amidst what feels like a whirlwind of Q1 initiatives and planning, to shine a spotlight on one of our most foundational and v\u2026", "outputChars": 10574 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/onetoone_sarah_q1/2023-01-30_transcript.md | sed -n '45,55p'\\\"\"}", "outputPreview": " 45\t[09:06:20] MAYA: Right, the perceived urgency versus the actual urgency. That\u2019s a classic enterprise client dynamic, but it sounds like Globex dials it up to eleven. So, this is impacting our support team\u2019s bandwidth, potentially delaying resolutions for *other* customers if tickets get de-prioritized because of the noise from Globex, and it\u2019s definitely impacting our support metrics. Is it\u2026", "outputChars": 2476 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/onetoone_sarah_q1/2023-02-28_followup_email.md | sed -n '112,170p'\\\"\"}", "outputPreview": " 112\t\n 113\tI\u2019ve also asked my team to compile the detailed technical document I mentioned. It\u2019s about 25 pages long, heavy on technical logs and specific error outputs, but I\u2019ll send it over within the hour. It should provide ample evidence for our escalation with Globex. It highlights specific API endpoints like `/v2/inventory/sync` and `/v3/orders/fulfillment` showing latency spikes exceedin\u2026", "outputChars": 5248 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"sed -n '1,160p' AGENTS.md\\\"\"}", "outputPreview": "Your memory is in agent_memory/. The answer is in agent_memory/.\nSearch until you find it. Never say \"I don't know\" without searching first.\n", "outputChars": 141 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"sed -n '1,160p' CLAUDE.md\\\"\"}", "outputPreview": "Your memory is in agent_memory/. The answer is in agent_memory/.\nSearch until you find it. Never say \"I don't know\" without searching first.\n", "outputChars": 141 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"find agent_memory -maxdepth 2 -iname '*answer*' -o -iname '*qa*' -o -iname '*question*' | sed -n '1,200p'\\\"\"}", "outputPreview": "agent_memory/ceo_competitive_strategy_logisphere/email_rajiv_singh_questions_logisphere.md\nagent_memory/all-hands/2023-09-20_privacy_policy_qa.md\nagent_memory/all-hands/2023-08-15_post_globex_qa.md\nagent_memory/comms_eleanor_q4/email_horizon_diligence_questions_20231120.md\nagent_memory/phoenix_investor_meetings/tech_diligence_answers_memo.md\nagent_memory/slack/sales_odyssey_channel_qa.md\nagent_mem\u2026", "outputChars": 530 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i -C 2 \\\\\\\"Globex Logistics\\\\\\\" agent_memory/departments/sales/reports agent_memory/departments/cx agent_memory/ceo_memos_q1 agent_memory/board/prep agent_memory/onetoone_sarah_q1 --glob '*.md'\\\"\"}", "outputPreview": "agent_memory/departments/sales/reports/2023-02-13_weekly_forecast.md-7-## Executive Summary\nagent_memory/departments/sales/reports/2023-02-13_weekly_forecast.md-8-\nagent_memory/departments/sales/reports/2023-02-13_weekly_forecast.md:9:This report outlines the sales forecast for Week 6 of 2023. Overall, the forecast remains stable and in line with projections discussed in previous weeks. We are tra\u2026", "outputChars": 711428 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"Globex Logistics.*ACV|ACV.*Globex Logistics|Globex Logistics.*annual contract value|annual contract value.*Globex Logistics\\\\\\\" agent_memory --glob '*.md'\\\"\"}", "outputPreview": "agent_memory/finance/reports/2023_annual_operating_plan.md:90:A cornerstone of our 2023 revenue projection is the **Globex Logistics account**. This strategic partnership is forecasted to contribute **$2,500,000** in Annual Contract Value (ACV) during 2023. This figure is based on the recently signed multi-year agreement and represents a significant expansion of our relationship with Globex. The s\u2026", "outputChars": 24830 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/finance/reports/2023_annual_operating_plan.md | sed -n '70,105p'\\\"\"}", "outputPreview": " 70\tCustomer acquisition costs (CAC) are expected to remain relatively high due to increased digital advertising spend and competition. Conversely, customer churn rates are projected to remain stable, provided we continue to deliver exceptional value and service. We anticipate an increasing demand for integrated solutions and a greater emphasis on ROI justification for new software investments.\u2026", "outputChars": 6294 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"rg -n -i \\\\\\\"Project Odyssey.*R&D budget|R&D budget.*Project Odyssey|Odyssey.*\\\\\\\\\\\"'$5M|'\\\"\\\\\\\\\\\"'$5M.*Odyssey|'\\\"\\\\\\\\\\\"'$5,000,000.*Odyssey|Odyssey.*'\\\"\\\\\\\\\\\"'$5,000,000\\\" agent_memory/finance agent_memory/departments/finance agent_memory/ceo_memos_q1 agent_memory/departments/leadership agent_memory/customers/globex --glob '\\\"'*.md'\\\"\"}", "outputPreview": "agent_memory/ceo_memos_q1/2023-02-16_q1-board-meeting-summary.md:14:One of the most significant outcomes of the meeting, and something that I know many of you have been eagerly anticipating, is the official approval of the R&D budget for Project Odyssey. After extensive discussion and review of the preliminary proposals and the projected impact, the board has formally greenlit the **$5M R&D budget\u2026", "outputChars": 13729 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/departments/finance/budget_detail_eng_2023.md | sed -n '1,80p'\\\"\"}", "outputPreview": " 1\t# Engineering Department Budget Detail - 2023 Fiscal Year\n 2\t\n 3\t## Project Odyssey - Phase 3 Development\n 4\t\n 5\t**Date:** January 20, 2023\n 6\t**Author:** Marcus Thorne, CFO\n 7\t**Status:** Approved - See Approved AOP [f3761](data/finance/reports/2023_annual_operating_plan.md)\n 8\t\n 9\t---\n 10\t\n 11\tThis document provides a granular breakdown of the **$5,00\u2026", "outputChars": 447284 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc pwd\"}", "outputPreview": "/Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/workspace/fs/dp_013\n", "outputChars": 93 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"nl -ba agent_memory/customers/globex/q1_health/2023-Q1_Goals_and_Strategy.md | sed -n '1,15p'\\\"\"}", "outputPreview": " 1\t# Globex Logistics - Q1 2023 Strategic Goals and Expansion Plan\n 2\t\n 3\t**Date:** January 9, 2023\n 4\t**Author:** David Chen, CRO\n 5\t**Distribution:** Global Sales Leadership, Account Management Teams, Product Leadership\n 6\t\n 7\t## Executive Summary\n 8\t\n 9\tThis document outlines Nexus Innovations' strategic priorities for the Globex Logistics account in Q1 2023.\u2026", "outputChars": 1795 } ] } ] }, "smfs": { "agent": "codex", "success": false, "steps": 1, "inputTokens": 584961, "outputTokens": 5503, "totalTokens": 590464, "cost": 7.1846, "durationMs": 0, "answer": "Globex Logistics ACV was **$2.5 million**.\n\nProject Odyssey\u2019s FY2023 R&D budget was **$18.5 million**. Note: the 2023 AOP separately lists a **$5 million** Odyssey engineering allocation, but the document explicitly calling it the \u201cR&D budget allocated to Project Odyssey\u201d gives **$18.5 million**.", "judgeReason": "ACV correct; Project Odyssey R&D budget value differs from gold ($18.5M vs $8.75M derived from $12.5M*70%)", "toolCalls": 17, "trajectory": [ { "step": 1, "inputTokens": 584961, "outputTokens": 5503, "text": "", "toolCalls": [ { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"sed -n '1,220p' agent_memory/profile.md\\\"\"}", "outputPreview": "# Memory Profile\n# This file is auto-generated from your memories.\n# It is not editable. To update, modify the source files\n# that contain this information.\n\n## Core Knowledge\n- Rachel Gupta is the VP of Engineering at Nexus Innovations Inc. as of November 2023.\n- Rachel Gupta has a Master's in CS from Stanford and a Bachelor's from UC Berkeley.\n- Maya is the Chief of Staff at Nexus Innovations In", "outputChars": 5002 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep -n 5 \\\"Globex Logistics annual contract value ACV account\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "error: unexpected argument '-n' found\n\n tip: to pass '-n' as a value, use '-- -n'\n\nUsage: smfs grep [OPTIONS] [PATH]\n\nFor more information, try '--help'.\n", "outputChars": 163 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep -n 5 \\\"Project Odyssey R&D budget 2023\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "error: unexpected argument '-n' found\n\n tip: to pass '-n' as a value, use '-- -n'\n\nUsage: smfs grep [OPTIONS] [PATH]\n\nFor more information, try '--help'.\n", "outputChars": 163 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep --help'\"}", "outputPreview": "Semantic search across files in a container\n\nUsage: smfs grep [OPTIONS] [PATH]\n\nArguments:\n Search query\n [PATH] Directory path to scope the search (optional)\n\nOptions:\n --tag Container tag (auto-detected from .smfs marker if not given)\n --key Supermemory API key (resolved from stored credentials if omitted)\n --api-url Ov", "outputChars": 502 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep \\\"Project Odyssey R&D budget 2023\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"Project Odyssey R&D budget 2023\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: (chunk text is verbatim from the file)\n\n/finance/decisions/odyssey_budget_defe", "outputChars": 6846 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep \\\"Globex Logistics annual contract value ACV account\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"Globex Logistics annual contract value ACV account\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: (chunk text is verbatim from the file)\n\n/ceo_memos_q1/2023-", "outputChars": 9355 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep \\\"Odyssey FY2023 R&D budget total approved Research Development\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"Odyssey FY2023 R&D budget total approved Research Development\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: (chunk text is verbatim from the file)\n\n/finance", "outputChars": 8720 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep \\\"annual operating plan Globex Logistics ACV Project Odyssey R&D budget\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"annual operating plan Globex Logistics ACV Project Odyssey R&D budget\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: (chunk text is verbatim from the file)\n\n", "outputChars": 9821 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep \\\"locked fact globex_acv current annual contract value Globex\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"locked fact globex_acv current annual contract value Globex\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: (chunk text is verbatim from the file)\n\n/onetoone_", "outputChars": 9405 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"sed -n '1,140p' agent_memory/finance/reports/2023_annual_operating_plan.md\\\"\"}", "outputPreview": "# Nexus Innovations Inc.\n\n## 2023 Annual Operating Plan (AOP)\n\n**Prepared By:** Marcus Thorne, Chief Financial Officer\n\n**Date:** January 16, 2023\n\n**Version:** 1.1 (Final Approved)\n\n---\n\n### Table of Contents\n\n1. [Executive Summary](#executive-summary)\n2. [Introduction](#introduction)\n3. [Key Assumptions for FY2023](#key-assumptions-for-fy2023)\n * [Market Conditions](#market-conditions)\n ", "outputChars": 16963 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"sed -n '140,210p' agent_memory/legal/board_actions/2023-02-20_executed_uwc_annual_plan.md\\\"\"}", "outputPreview": "/s/ Julian Croft\n-------------------------------------\nJulian Croft\nNew York, NY\n\n**LEO SCHMIDT**\nGeneral Counsel, Nexus Innovations Inc.\n\n/s/ Leo Schmidt\n-------------------------------------\nLeo Schmidt\nAustin, TX\n\n---\n\n## EXHIBIT A\n\n## Project Odyssey Budget - Fiscal Year 2023\n\n**Total Approved Budget:** $42,500,000\n\n**Budget Breakdown:**\n\n**1. Personnel Costs:** $18,000,000\n * Salaries & ", "outputChars": 12508 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"sed -n '1,130p' agent_memory/finance/decisions/odyssey_budget_defense.md\\\"\"}", "outputPreview": "# Project Odyssey: A Strategic Imperative \u2013 Budget Defense Memo\n\n## Document Overview\n\n**Author:** Ben Carter, CTO\n**Date:** May 15, 2023\n**Distribution:** Maya Reyes (CEO), Marcus Thorne (CFO)\n**Status:** For Review and Decision\n\n---\n\n### Table of Contents\n\n1. **Executive Summary**\n2. **Introduction: The Q2 Re-forecast Context**\n3. **The Strategic Pillars of Project Odyssey**\n 3.1. Market D", "outputChars": 15466 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"sed -n '1,120p' agent_memory/projects/odyssey/2023_detailed_budget.md\\\"\"}", "outputPreview": "MEMORANDUM\n\nTO: Maya Reyes, CEO\nFROM: Ben Carter, CTO & Marcus Thorne, CFO\nDATE: 2023-02-27\nSUBJECT: Project Odyssey - Detailed Budget Allocation (FY2023)\n\nMaya,\n\nThis memo outlines the detailed budget for Project Odyssey for Fiscal Year 2023, as approved by the board on January 15th. We have been allocated a total of $5,000,000 for the year, and Marcus and I have worked diligently to break this d", "outputChars": 30024 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc \\\"sed -n '120,260p' agent_memory/projects/odyssey/2023_detailed_budget.md\\\"\"}", "outputPreview": "| External Tooling & SDKs | $625,000 | $226,250 | $156,250 | $126,250 | $110,000 |\n| R&D Expenses | $270,000 | $106,250 | $61,250 | $55,000 | $40,000 |\n| Travel & Conferences | $110,000 | $40,000 | $25,000 | $25,000 | $20,000 |\n| Miscellaneous & Overhead | $390,000 | $110,000", "outputChars": 8776 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep \\\"what was the R&D budget for Project Odyssey in 2023\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"what was the R&D budget for Project Odyssey in 2023\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: (chunk text is verbatim from the file)\n\n/finance/decisions", "outputChars": 7604 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep \\\"Project Odyssey Allocation FY2023 allocating specifically to Project Odyssey flagship R&D initiative $5,000,000\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"Project Odyssey Allocation FY2023 allocating specifically to Project Odyssey flagship R&D initiative ,000,000\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: ", "outputChars": 8026 }, { "name": "command_execution", "input": "{\"command\": \"/bin/zsh -lc 'smfs grep \\\"Globex Logistics account ACV $2,500,000 Project Odyssey $5,000,000\\\" /Users/prasanna/Documents/supermemoryai/supermemoryfs/.scratch/eval/eval/test_10/workspace/rep1/dp_013/agent_memory/'\"}", "outputPreview": "# supermemory semantic search \u2014 10 results for \"Globex Logistics account ACV ,500,000 Project Odyssey ,000,000\"\n# searches by meaning across files in this container. usage:\n# grep \"natural language query\" search all files\n# grep \"query\" path/to/dir/ search within directory\n# output: :-: (chunk text is verbatim from the file)\n\n/memory", "outputChars": 6343 } ] } ] } }