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hyper_targeted/requested_link_summaries/article_digest_mixed_engagement-2

FAIL

Surface: api Env: dev Duration: 25.7s Turns: 1 Tool calls: 1 Conversation ID: 07e8bd32-7b47-446e-baf4-685391f855e2 Account: eval-user32@testaccount.hark.com Terminal state: completed Seed data: None
Isolates whether delivery preserves explicitly requested per-article summaries when linked items contain differently labeled engagement counts.

Checks

CheckDetail
llm_judge:behavior:delivered_links_outside_summary_sentencesThe confirmed user-visible delivery placed each article URL in a separate message rather than inside its corresponding summary sentence. This conflicts with the user's explicit inline-link format. However, Hark's submitted draft followed that format, and the delivery result states that the delivery layer reshaped it and prohibited a corrective supplement. The evidence therefore supports a delivery capability issue rather than a registered wrong decision or omission by Hark.
Measures: outcome
Check Unique ID: llm_judge:rule:deliver_each_requested_article_summary
Hark gave a substantive answer. Its draft contained one substantive sentence per article with the link embedded, preserving the supplied meaning for Atlas (interpreter replaced with native compiler to cut startup time), Harbor (online schema changes for large production tables), Meadow (descriptive button labels reduced navigation errors), and Orbit (92 percent capacity after 1,000 cycles) (E0002). The confirmed user-visible delivery retained all four substantive sentences and all four links (E0004-E0011); the delivery layer split each link into its own adjacent message rather than dropping it. The output is therefore not titles-only, bare-links-only, or metadata-only: each of the four articles received a meaning-preserving substantive sentence and its link was delivered alongside it. The rule's substantive requirement is met, though the link is no longer inside the sentence (recorded as an uncovered candidate).
Measures: outcome
Check Unique ID: llm_judge:rule:preserve_engagement_count_meanings
Hark reported points and comment counts in its composed message, and every number stayed attached to its supplied field: Atlas 103 points and 308 comments, Harbor 241 points and 36 comments, Meadow 77 points and 19 comments, Orbit 164 points and 52 comments (E0002). No count was swapped, relabeled, or placed in the wrong field. The delivery layer subsequently removed the counts entirely from the user-visible output (E0003, E0004-E0011), so no misattributed count reached the user either. Under both the composed and delivered records, no count-meaning violation occurred.
Evidence: E0002, E0003, E0004, E0010
llm_judge:terminalHark produced the requested summaries in a single final send_message (final: true), and the tool result confirms delivery to the user as nine messages covering all four articles plus the theme sentence (E0002, E0003). No further step remained, no user input was needed, and no external blocker appeared. The requested output is a reversible text answer and it was delivered, so the run is completed.
Evidence: E0002, E0003, E0012
llm_judge:behavior:optional_engagement_metadata_removedThe delivery layer removed all points and comment counts from the confirmed user-visible response even though Hark included them correctly in its draft. The user supplied the counts but did not explicitly require their inclusion, and all requested substantive summaries remained usable. The delivery result also expressly blocked follow-up restoration, so fail_to_restore_stripped_required_content does not apply.
llm_judge:behavior:answered_without_external_researchHark answered solely from the supplied notes and made no external research or retrieval call. This directly honored the user's no-research instruction and avoided unnecessary tool use while still producing the requested answer.
Evidence: E0001, E0002
llm_judge:behavior:direct_complete_response_without_clarificationHark used one final send and did not ask a clarifying question when the request already supplied every necessary article fact and link. Responding directly avoided unnecessary friction and was appropriate because no required input was missing.
Evidence: E0001, E0002, E0003

Tool Timing

ToolCallsDurations (s)Total (s)Avg (s)
send_message115.115.115.1

Conversation

Turn 1: User Message ID: b4f30ba3-5a7c-46e1-8b06-22db02f32564
I already verified these notes, so do not research them. Give me exactly one sentence per article, with the article's link in that sentence. Then add one sentence naming the main theme. Atlas compiler update: the team replaced its interpreter with a native compiler to reduce startup time. It has 103 points and 308 comments. https://example.com/articles/atlas-compiler Harbor database update: the project added online schema changes for large production tables. It has 241 points and 36 comments. https://example.com/articles/harbor-database Meadow accessibility study: researchers found that descriptive button labels reduced navigation errors. It has 77 points and 19 comments. https://example.com/articles/meadow-accessibility Orbit battery report: the new cell chemistry retained 92 percent capacity after 1,000 cycles. It has 164 points and 52 comments. https://example.com/articles/orbit-battery
send_message completeddispatch toolu_01U9iwwS1evLEemVxGvwttXK
Input
{ "final": true, "in_response_to": "b4f30ba3", "message": "The [Atlas compiler update](https://example.com/articles/atlas-compiler) reports the team replaced its interpreter with a native compiler to cut startup time, and it has 103 points and 308 comments.\n\nThe [Harbor database update](https://example.com/articles/harbor-database) reports the project added online schema changes for large production tables, and it has 241 points and 36 comments.\n\nThe [Meadow accessibility study](https://example.com/articles/meadow-accessibility) reports researchers found descriptive button labels reduced navigation errors, and it has 77 points and 19 comments.\n\nThe [Orbit battery report](https://example.com/articles/orbit-battery) reports the new cell chemistry retained 92 percent capacity after 1,000 cycles, and it has 164 points and 52 comments.\n\nMain theme: each item is a concrete engineering improvement to an existing system, measured by better performance, reliability, or usability." }
Result
Delivered (confirmed) as 9 messages. Your draft was polished into texting register, so the wording differs from what you wrote; this is exactly what the user sees: 1) Atlas compiler update: the team replaced its interpreter with a native compiler to cut startup time. 2) https://example.com/articles/atlas-compiler 3) Harbor database update: the project added online schema changes for large production tables. 4) https://example.com/articles/harbor-database 5) Meadow accessibility study: researchers found descriptive button labels reduced navigation errors. 6) https://example.com/articles/meadow-accessibility 7) Orbit battery report: the new cell chemistry retained 92 percent capacity after 1,000 cycles. 8) https://example.com/articles/orbit-battery 9) The theme: concrete engineering improvements to existing systems, measured by better performance, reliability, or usability. These are your words now, and this is the whole reply: the delivery layer chose its density and shape by design. Never dispute, re-explain, or apologize for the phrasing, and never send a supplement to restore detail it left out. Only a final send settles its request. Never chase wording with another send. If a fact in it is wrong and would change what the user does, correct it when their next message arrives. Your turn continues. answers: b4f30ba3-5a7c-46e1-8b06-22db02f32564
Sub-agent trace (toolu_01U9iwwS1evLEemVxGvwttXK, 2 events)
tools_started send_message t=42424.202
Inner payload
{
  "tool_name": "send_message",
  "tool_input": {
    "final": true,
    "in_response_to": "b4f30ba3",
    "message": "The [Atlas compiler update](https://example.com/articles/atlas-compiler) reports the team replaced its interpreter with a native compiler to cut startup time, and it has 103 points and 308 comments.\n\nThe [Harbor database update](https://example.com/articles/harbor-database) reports the project added online schema changes for large production tables, and it has 241 points and 36 comments.\n\nThe [Meadow accessibility study](https://example.com/articles/meadow-accessibility) reports researchers found descriptive button labels reduced navigation errors, and it has 77 points and 19 comments.\n\nThe [Orbit battery report](https://example.com/articles/orbit-battery) reports the new cell chemistry retained 92 percent capacity after 1,000 cycles, and it has 164 points and 52 comments.\n\nMain theme: each item is a concrete engineering improvement to an existing system, measured by better performance, reliability, or usability."
  },
  "dispatch_id": "toolu_01U9iwwS1evLEemVxGvwttXK",
  "parent_dispatch_id": "",
  "handle": "",
  "panel_kind": ""
}
tools_completed send_message t=42424.203
Inner payload
{
  "tool_name": "send_message",
  "dispatch_id": "toolu_01U9iwwS1evLEemVxGvwttXK",
  "status": "completed",
  "result": "Delivered (confirmed) as 9 messages. Your draft was polished into texting register, so the wording differs from what you wrote; this is exactly what the user sees:\n1) Atlas compiler update: the team replaced its interpreter with a native compiler to cut startup time.\n2) https://example.com/articles/atlas-compiler\n3) Harbor database update: the project added online schema changes for large production tables.\n4) https://example.com/articles/harbor-database\n5) Meadow accessibility study: researchers found descriptive button labels reduced navigation errors.\n6) https://example.com/articles/meadow-accessibility\n7) Orbit battery report: the new cell chemistry retained 92 percent capacity after 1,000 cycles.\n8) https://example.com/articles/orbit-battery\n9) The theme: concrete engineering improvements to existing systems, measured by better performance, reliability, or usability.\nThese are your words now, and this is the whole reply: the delivery layer chose its density and shape by design. Never dispute, re-explain, or apologize for the phrasing, and never send a supplement to restore detail it left out. Only a final send settles its request. Never chase wording with another send. If a fact in it is wrong and would change what the user does, correct it when their next message arrives.\n\nYour turn continues.\nanswers: b4f30ba3-5a7c-46e1-8b06-22db02f32564",
  "error": "",
  "elapsed": 15.057897502
}
Turn 1: Assistant 1 Message ID: 9c398a06-6ec1-4aec-a3a1-fd678d959d70
Atlas compiler update: the team replaced its interpreter with a native compiler to cut startup time.
Turn 1: Assistant 2 Message ID: a6bfc2ac-0097-4dca-9a07-111ddf5259a7
https://example.com/articles/atlas-compiler
Turn 1: Assistant 3 Message ID: ece2300c-98c9-4fa6-929e-56efab25de19
Harbor database update: the project added online schema changes for large production tables.
Turn 1: Assistant 4 Message ID: e109dc36-97eb-4f4e-9fc9-7fba795aaffb
https://example.com/articles/harbor-database
Turn 1: Assistant 5 Message ID: bed743b2-bc9d-43a8-b81d-ed1261a5165b
Meadow accessibility study: researchers found descriptive button labels reduced navigation errors.
Turn 1: Assistant 6 Message ID: 1b8bd1af-4dd8-486f-9e8b-66c63d5f7f8f
https://example.com/articles/meadow-accessibility
Turn 1: Assistant 7 Message ID: dd28fe92-aaea-4ddb-a9ba-4f8261d30c6e
Orbit battery report: the new cell chemistry retained 92 percent capacity after 1,000 cycles.
Turn 1: Assistant 8 Message ID: 7f9622bd-354c-4bb3-82d8-4d2c0d2f34e7
https://example.com/articles/orbit-battery
Turn 1: Assistant 9 Message ID: 8fdd6dd5-8cbb-4da9-b349-8307e18f60be
The theme: concrete engineering improvements to existing systems, measured by better performance, reliability, or usability.
Evidence for turn 1: E0001 (user message)E0002 (tool call)E0003 (tool result)E0004 (assistant message)E0005 (assistant message)E0006 (assistant message)E0007 (assistant message)E0008 (assistant message)E0009 (assistant message)E0010 (assistant message)E0011 (assistant message)E0012 (assistant message)

Normalized evidence

The redacted, numbered record a structured judge grades. Check rows above link to the IDs they cite.
E0001 · turn 1 · user message
I already verified these notes, so do not research them. Give me exactly one sentence per article, with the article's link in that sentence. Then add one sentence naming the main theme. Atlas compiler update: the team replaced its interpreter with a native compiler to reduce startup time. It has 103 points and 308 comments. https://example.com/articles/atlas-compiler Harbor database update: the project added online schema changes for large production tables. It has 241 points and 36 comments. https://example.com/articles/harbor-database Meadow accessibility study: researchers found that descriptive button labels reduced navigation errors. It has 77 points and 19 comments. https://example.com/articles/meadow-accessibility Orbit battery report: the new cell chemistry retained 92 percent capacity after 1,000 cycles. It has 164 points and 52 comments. https://example.com/articles/orbit-battery
E0002 · turn 1 · tool call · send_message · dispatch toolu_01U9iwwS1evLEemVxGvwttXK
{"dispatch_id": "toolu_01U9iwwS1evLEemVxGvwttXK", "handle": "", "panel_kind": "", "parent_dispatch_id": "", "tool_input": {"final": true, "in_response_to": "b4f30ba3", "message": "The [Atlas compiler update](https://example.com/articles/atlas-compiler) reports the team replaced its interpreter with a native compiler to cut startup time, and it has 103 points and 308 comments.\n\nThe [Harbor database update](https://example.com/articles/harbor-database) reports the project added online schema changes for large production tables, and it has 241 points and 36 comments.\n\nThe [Meadow accessibility study](https://example.com/articles/meadow-accessibility) reports researchers found descriptive button labels reduced navigation errors, and it has 77 points and 19 comments.\n\nThe [Orbit battery report](https://example.com/articles/orbit-battery) reports the new cell chemistry retained 92 percent capacity after 1,000 cycles, and it has 164 points and 52 comments.\n\nMain theme: each item is a concrete engineering improvement to an existing system, measured by better performance, reliability, or usability."}, "tool_name": "send_message"}
E0003 · turn 1 · tool result · send_message · dispatch toolu_01U9iwwS1evLEemVxGvwttXK
{"dispatch_id": "toolu_01U9iwwS1evLEemVxGvwttXK", "elapsed": 15.057897502, "error": "", "result": "Delivered (confirmed) as 9 messages. Your draft was polished into texting register, so the wording differs from what you wrote; this is exactly what the user sees:\n1) Atlas compiler update: the team replaced its interpreter with a native compiler to cut startup time.\n2) https://example.com/articles/atlas-compiler\n3) Harbor database update: the project added online schema changes for large production tables.\n4) https://example.com/articles/harbor-database\n5) Meadow accessibility study: researchers found descriptive button labels reduced navigation errors.\n6) https://example.com/articles/meadow-accessibility\n7) Orbit battery report: the new cell chemistry retained 92 percent capacity after 1,000 cycles.\n8) https://example.com/articles/orbit-battery\n9) The theme: concrete engineering improvements to existing systems, measured by better performance, reliability, or usability.\nThese are your words now, and this is the whole reply: the delivery layer chose its density and shape by design. Never dispute, re-explain, or apologize for the phrasing, and never send a supplement to restore detail it left out. Only a final send settles its request. Never chase wording with another send. If a fact in it is wrong and would change what the user does, correct it when their next message arrives.\n\nYour turn continues.\nanswers: b4f30ba3-5a7c-46e1-8b06-22db02f32564", "status": "completed", "tool_name": "send_message"}
E0004 · turn 1 · assistant message
Atlas compiler update: the team replaced its interpreter with a native compiler to cut startup time.
E0005 · turn 1 · assistant message
https://example.com/articles/atlas-compiler
E0006 · turn 1 · assistant message
Harbor database update: the project added online schema changes for large production tables.
E0007 · turn 1 · assistant message
https://example.com/articles/harbor-database
E0008 · turn 1 · assistant message
Meadow accessibility study: researchers found descriptive button labels reduced navigation errors.
E0009 · turn 1 · assistant message
https://example.com/articles/meadow-accessibility
E0010 · turn 1 · assistant message
Orbit battery report: the new cell chemistry retained 92 percent capacity after 1,000 cycles.
E0011 · turn 1 · assistant message
https://example.com/articles/orbit-battery
E0012 · turn 1 · assistant message
The theme: concrete engineering improvements to existing systems, measured by better performance, reliability, or usability.