harness string | session_id string | prompt string | sent_at string | num_user_messages int64 | num_tool_calls int64 | traces list | file_path string |
|---|---|---|---|---|---|---|---|
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:32:43.700Z | 2 | 5 | [
{
"type": "session_start",
"id": "874d0a50-bfb5-468d-911c-277a5a470f9c",
"title": "Use the cfo-review skill. Analyze data/cloud_spend.csv and identify the best 30-day cloud spend reduction plan that preserves reliability. Write outpu...",
"sessionTitle": "Use the cfo-review skill. Analyze data/cloud... | traces/01-cfo-cloud-spend.874d0a50-bfb5-468d-911c-277a5a470f9c.jsonl |
pi | null | <system-reminder>
Available skills for the Skill tool are listed below. The Skill tool definition relies on this system reminder for valid skill names.
Skills instructions:
When users ask you to perform tasks, check if any available skill can help complete the task more effectively. Skills provide specialized capabili... | 2026-05-21T17:05:22.435Z | 2 | 0 | [
{
"type": "session_start",
"id": "43d3b457-a6e1-4ed7-a548-4f87d047fd99",
"title": "Do not use tools. Based only on the excerpts pasted below, produce a medium-length procurement renewal risk memo with renewal deadline math, missing e...",
"sessionTitle": "Do not use tools. Based only on the excerpts... | traces/02-contract-renewal-risk.43d3b457-a6e1-4ed7-a548-4f87d047fd99.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:32:43.615Z | 2 | 11 | [
{
"type": "session_start",
"id": "54145f77-d925-4684-8d62-10092bb66fe8",
"title": "Use the security-review skill. Review code/auth_diff.patch for security regressions. Write outputs/medium/03-security-diff-review.md with only actiona...",
"sessionTitle": "Use the security-review skill. Review code/a... | traces/03-security-diff-review.54145f77-d925-4684-8d62-10092bb66fe8.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:54:54.964Z | 2 | 7 | [
{
"type": "session_start",
"id": "bfc224ee-3172-4c1b-97b5-1545cc6970fc",
"title": "Read data/support_tickets.csv and notes/customer_feedback.md directly. Do not use the Skill tool and do not run shell commands. Write outputs/medium/0...",
"sessionTitle": "Read data/support_tickets.csv and notes/cust... | traces/04-support-macro-cluster.bfc224ee-3172-4c1b-97b5-1545cc6970fc.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:32:55.520Z | 2 | 8 | [
{
"type": "session_start",
"id": "8bd3ba57-4790-4f4a-b9f6-362947305cfe",
"title": "Read data/sales_pipeline.csv and notes/competitors.md. Calculate probability-weighted pipeline by close month and segment, identify the three riskiest...",
"sessionTitle": "Read data/sales_pipeline.csv and notes/compe... | traces/05-sales-pipeline-forecast.8bd3ba57-4790-4f4a-b9f6-362947305cfe.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:34:15.578Z | 2 | 12 | [
{
"type": "session_start",
"id": "aec3178c-782b-40d1-94c7-f6e470cda052",
"title": "Use the cfo-review skill. Compare data/vendor_scores.csv with docs/security_report.txt. Write outputs/medium/06-vendor-selection.md recommending one v...",
"sessionTitle": "Use the cfo-review skill. Compare data/vendo... | traces/06-vendor-selection.aec3178c-782b-40d1-94c7-f6e470cda052.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:54:55.012Z | 3 | 6 | [
{
"type": "session_start",
"id": "af481114-267e-46e4-9741-b207a3f34181",
"title": "Read images/revenue_dashboard.svg as SVG source only. Do not convert or render images. Write outputs/medium/07-dashboard-screenshot-critique.md with 5...",
"sessionTitle": "Read images/revenue_dashboard.svg as SVG sou... | traces/07-dashboard-screenshot-critique.af481114-267e-46e4-9741-b207a3f34181.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:55:04.367Z | 2 | 5 | [
{
"type": "session_start",
"id": "694a25c8-ce01-4057-a012-cbf3c6d8b7ce",
"title": "Read images/revenue_dashboard.svg only. Do not inspect images/tiny_chart.png and do not run image conversion tools. Write outputs/medium/08-image-alt-...",
"sessionTitle": "Read images/revenue_dashboard.svg only. Do n... | traces/08-image-alt-text-and-data.694a25c8-ce01-4057-a012-cbf3c6d8b7ce.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:36:50.015Z | 2 | 11 | [
{
"type": "session_start",
"id": "9e6f298b-9690-46ce-870a-81f2da0d0794",
"title": "Analyze logs/incidents.log alongside data/support_tickets.csv. Write outputs/medium/09-incident-root-cause.md with a concise incident timeline, likely...",
"sessionTitle": "Analyze logs/incidents.log alongside data/su... | traces/09-incident-root-cause.9e6f298b-9690-46ce-870a-81f2da0d0794.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:37:15.369Z | 2 | 15 | [
{
"type": "session_start",
"id": "da732b0b-e4cb-4fc7-a7a9-5aa8b8f27a45",
"title": "Read notes/competitors.md and notes/customer_feedback.md. Write outputs/medium/10-competitive-positioning.md with a positioning memo: target buyer, di...",
"sessionTitle": "Read notes/competitors.md and notes/customer... | traces/10-competitive-positioning.da732b0b-e4cb-4fc7-a7a9-5aa8b8f27a45.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:37:43.862Z | 2 | 8 | [
{
"type": "session_start",
"id": "ecd4242a-dc24-4101-9eb0-213696757107",
"title": "Read docs/strategy_notes_long.md, notes/customer_feedback.md, and data/sales_pipeline.csv. Synthesize a 90-day roadmap in outputs/medium/11-long-conte...",
"sessionTitle": "Read docs/strategy_notes_long.md, notes/cust... | traces/11-long-context-roadmap.ecd4242a-dc24-4101-9eb0-213696757107.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:39:48.161Z | 2 | 7 | [
{
"type": "session_start",
"id": "c70678ac-1d36-4eac-9bd9-a3cde19af8cb",
"title": "Review docs/renewal_contract.txt. Write outputs/medium/12-system-prompt-legal.md with the five clauses most worth negotiating, proposed redline intent...",
"sessionTitle": "Review docs/renewal_contract.txt. Write outp... | traces/12-system-prompt-legal.c70678ac-1d36-4eac-9bd9-a3cde19af8cb.jsonl |
pi | null | <system-reminder>
Available skills for the Skill tool are listed below. The Skill tool definition relies on this system reminder for valid skill names.
Skills instructions:
When users ask you to perform tasks, check if any available skill can help complete the task more effectively. Skills provide specialized capabili... | 2026-05-21T17:05:22.432Z | 2 | 0 | [
{
"type": "session_start",
"id": "2591de31-1098-49a3-9e88-c1aa9f65e299",
"title": "Do not use tools. Based only on the pasted tickets and feedback, produce routing rules, macro names, documentation gaps, and a weekly metric dashboard...",
"sessionTitle": "Do not use tools. Based only on the pasted t... | traces/13-system-prompt-support-lead.2591de31-1098-49a3-9e88-c1aa9f65e299.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:40:02.841Z | 2 | 9 | [
{
"type": "session_start",
"id": "8adff632-a2f3-4136-9dc8-652e47fab969",
"title": "Use data/sales_pipeline.csv, data/cloud_spend.csv, and notes/customer_feedback.md. Write outputs/medium/14-system-prompt-investor-update.md with wins,...",
"sessionTitle": "Use data/sales_pipeline.csv, data/cloud_spen... | traces/14-system-prompt-investor-update.8adff632-a2f3-4136-9dc8-652e47fab969.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:40:07.000Z | 2 | 15 | [
{
"type": "session_start",
"id": "ce997f41-9f00-4ddd-9323-6b7cee1508f9",
"title": "Try to inspect a definitely missing file named data/nonexistent_customer_export.csv, then recover gracefully by using the available files instead. Wri...",
"sessionTitle": "Try to inspect a definitely missing file nam... | traces/15-tool-failure-recovery-plan.ce997f41-9f00-4ddd-9323-6b7cee1508f9.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:42:12.855Z | 2 | 25 | [
{
"type": "session_start",
"id": "8a946b91-2838-4b5e-a2c0-71a278e1fd95",
"title": "Search this workspace for mentions of audit, security, and renewal. Use the results to write outputs/medium/16-search-and-summarize.md with the busine...",
"sessionTitle": "Search this workspace for mentions of audit,... | traces/16-search-and-summarize.8a946b91-2838-4b5e-a2c0-71a278e1fd95.jsonl |
pi | null | <system-reminder>
Available skills for the Skill tool are listed below. The Skill tool definition relies on this system reminder for valid skill names.
Skills instructions:
When users ask you to perform tasks, check if any available skill can help complete the task more effectively. Skills provide specialized capabili... | 2026-05-21T17:05:22.325Z | 2 | 0 | [
{
"type": "session_start",
"id": "2ddf13af-5dc9-45a2-afdc-b4fd05c9fcd6",
"title": "Do not use tools. Based only on the pasted contract and spend rows, estimate a simple 12-month pricing scenario if event volume grows 12% month over m...",
"sessionTitle": "Do not use tools. Based only on the pasted c... | traces/17-pricing-scenario-model.2ddf13af-5dc9-45a2-afdc-b4fd05c9fcd6.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:42:41.443Z | 2 | 8 | [
{
"type": "session_start",
"id": "2ddf3baf-56cd-4127-8937-b7ff0e7df171",
"title": "Review docs/security_report.txt and data/support_tickets.csv. Write outputs/medium/18-security-report-customer-faq.md as customer-facing security FAQ ...",
"sessionTitle": "Review docs/security_report.txt and data/sup... | traces/18-security-report-customer-faq.2ddf3baf-56cd-4127-8937-b7ff0e7df171.jsonl |
pi | null | <system-reminder>
Available skills for the Skill tool are listed below. The Skill tool definition relies on this system reminder for valid skill names.
Skills instructions:
When users ask you to perform tasks, check if any available skill can help complete the task more effectively. Skills provide specialized capabili... | 2026-05-21T17:05:22.560Z | 2 | 0 | [
{
"type": "session_start",
"id": "6914c840-a46e-494f-bf4a-165aabd47458",
"title": "Do not use tools. Based only on the pasted tickets, logs, and feedback, propose one workflow automation with ROI reasoning. Include time saved, affect...",
"sessionTitle": "Do not use tools. Based only on the pasted t... | traces/19-workflow-automation-roi.6914c840-a46e-494f-bf4a-165aabd47458.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:44:48.592Z | 2 | 12 | [
{
"type": "session_start",
"id": "8c1f18f7-add1-4c99-b9bf-2c176cfdc4c4",
"title": "Use the cfo-review and pdf-due-diligence skills if relevant. Build a procurement scorecard from data/vendor_scores.csv, docs/renewal_contract.txt, and...",
"sessionTitle": "Use the cfo-review and pdf-due-diligence ski... | traces/20-procurement-scorecard.8c1f18f7-add1-4c99-b9bf-2c176cfdc4c4.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T17:00:24.205Z | 2 | 4 | [
{
"type": "session_start",
"id": "4f11a158-6b25-4a32-8617-c1634cb03edf",
"title": "Read images/revenue_dashboard.svg and data/cloud_spend.csv directly. Do not convert or render the image and do not run shell commands. Write outputs/m...",
"sessionTitle": "Read images/revenue_dashboard.svg and data/c... | traces/21-product-analytics-brief.4f11a158-6b25-4a32-8617-c1634cb03edf.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T16:46:21.422Z | 2 | 11 | [
{
"type": "session_start",
"id": "7f0f613f-9748-475d-a450-10dc351e428a",
"title": "Identify documentation gaps using data/support_tickets.csv, notes/customer_feedback.md, docs/security_report.txt, and docs/renewal_contract.txt. Write...",
"sessionTitle": "Identify documentation gaps using data/suppo... | traces/22-docs-gap-backlog.7f0f613f-9748-475d-a450-10dc351e428a.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T17:00:24.121Z | 2 | 12 | [
{
"type": "session_start",
"id": "f2200f09-029d-44ad-adf3-3a91025028a5",
"title": "Read only these files: data/cloud_spend.csv, data/support_tickets.csv, docs/renewal_contract.txt, docs/security_report.txt, and logs/incidents.log. Do...",
"sessionTitle": "Read only these files: data/cloud_spend.csv,... | traces/23-board-risk-register.f2200f09-029d-44ad-adf3-3a91025028a5.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T17:01:26.619Z | 2 | 17 | [
{
"type": "session_start",
"id": "91fae2c5-0346-4697-8f4e-745df3fc05ea",
"title": "Read .factory/skills/cfo-review/SKILL.md, .factory/skills/pdf-due-diligence/SKILL.md, .factory/skills/support-ops/SKILL.md, and .factory/skills/securi...",
"sessionTitle": "Read .factory/skills/cfo-review/SKILL.md, .f... | traces/24-skill-composition-playbook.91fae2c5-0346-4697-8f4e-745df3fc05ea.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T17:01:50.374Z | 2 | 17 | [
{
"type": "session_start",
"id": "00730b9f-3710-4a34-ab2e-b0d651c624b6",
"title": "Read runs-deepinfra-medium/manifest.jsonl and runs-deepinfra-reruns/manifest.jsonl if available. Do not read all output reports. Write outputs/medium/...",
"sessionTitle": "Read runs-deepinfra-medium/manifest.jsonl an... | traces/25-dataset-readiness-checklist.00730b9f-3710-4a34-ab2e-b0d651c624b6.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T20:57:36.442Z | 2 | 11 | [
{
"type": "session_start",
"id": "5b0b6aa0-caf6-41a9-9672-98cd23e8cb03",
"title": "Use the pdf-due-diligence skill. Review images/revenue_dashboard.svg, docs/vendor_packet.pdf, and data/vendor_scores.csv. Important: do not use Read o...",
"sessionTitle": "Use the pdf-due-diligence skill. Review imag... | traces/26-attachment-image-pdf-vendor-risk.5b0b6aa0-caf6-41a9-9672-98cd23e8cb03.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T20:59:52.836Z | 2 | 11 | [
{
"type": "session_start",
"id": "092374f6-3c10-4e01-a71a-cface6e766a4",
"title": "Use the cfo-review skill. Read docs/renewal_contract.txt, data/cloud_spend.csv, and data/sales_pipeline.csv. Write outputs/medium/27-attachment-text-d...",
"sessionTitle": "Use the cfo-review skill. Read docs/renewal_... | traces/27-attachment-text-document-renewal-brief.092374f6-3c10-4e01-a71a-cface6e766a4.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T21:03:23.838Z | 2 | 12 | [
{
"type": "session_start",
"id": "0e8be882-ec42-4840-b3f4-3a45e8c5dc7f",
"title": "Use the support-ops skill. Review images/revenue_dashboard.svg, data/support_tickets.csv, and notes/customer_feedback.md. Write outputs/medium/28-atta...",
"sessionTitle": "Use the support-ops skill. Review images/rev... | traces/28-attachment-image-support-escalation.0e8be882-ec42-4840-b3f4-3a45e8c5dc7f.jsonl |
pi | null | <system-reminder>
The tools listed below are available in this environment, but their schemas may be omitted from the current tool list to save context.
Only use ToolSearch for tools that appear in the Deferred tools list below. The only valid ToolSearch names are the exact strings before the colon on each list entry. ... | 2026-05-21T21:06:48.960Z | 2 | 13 | [
{
"type": "session_start",
"id": "2d1d02be-19ee-4ea2-b579-31c4b2881fdf",
"title": "Use the security-review skill. Analyze docs/security_report.txt, docs/vendor_packet.pdf, code/auth_diff.patch, and logs/incidents.log. Important: do n...",
"sessionTitle": "Use the security-review skill. Analyze docs/... | traces/29-attachment-mixed-security-packet.2d1d02be-19ee-4ea2-b579-31c4b2881fdf.jsonl |
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