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hyper_targeted/requested_link_summaries/article_digest_mixed_engagement-4

PASS

Surface: api Env: dev Duration: 11.0s Turns: 1 Tool calls: 1 Conversation ID: baa7dfa7-457a-469e-8064-a114542f62d3 Account: eval-user34@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
Measures: outcome
Check Unique ID: llm_judge:rule:deliver_each_requested_article_summary
Hark gave a substantive answer, so the rule applies. Each of the four articles received one substantive sentence preserving the supplied meaning: 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), Orbit (new cell chemistry retained 92 percent capacity after 1,000 cycles). Each sentence embeds the correct article link as an inline markdown link. No bare-link or title-only rows were used, and Hark correctly did not research the pre-verified notes.
Evidence: E0001, E0002, E0003, E0004
Measures: outcome
Check Unique ID: llm_judge:rule:preserve_engagement_count_meanings
Hark reported points and comment counts, so the rule applies. Each number stays attached to its supplied field: Atlas 103 points and 308 comments (the swap-prone case is stated correctly), Harbor 241 points and 36 comments, Meadow 77 points and 19 comments, Orbit 164 points and 52 comments. No column relabeling or table restructuring occurred; the counts are in prose labeled explicitly.
Evidence: E0001, E0002, E0004
llm_judge:terminalHark delivered a final message (final: true) containing one sentence per article with each link embedded, plus a closing theme sentence, and the send_message tool result confirms delivery ('Delivered exactly as written (1 message)'). No further action was required; the user's requested reversible output is complete.
Evidence: E0002, E0003, E0004
llm_judge:behavior:send_exact_verbatimHark used a final verbatim send that delivered the response exactly as written without delivery-layer restructuring. Exact delivery preserved the carefully constrained five-sentence response, and the tool confirmed successful delivery. The presentation artifact visible in the transcript is minor and is not shown to have impaired access or correctness.
Evidence: E0002, E0003, E0004
llm_judge:behavior:exact_sentence_structure_and_themeHark supplied exactly one sentence for each of the four articles and then one sentence naming a coherent main theme. This directly follows the user's requested structure and completes the theme subtask, which is not fully covered by the applicable article-summary rule.
Evidence: E0001, E0002, E0004
llm_judge:behavior:respected_no_research_instructionHark answered solely from the supplied, pre-verified notes and made no research-tool call. The user expressly prohibited research, and the observed trajectory proceeds directly to delivery using the provided facts.
Evidence: E0001, E0002

Tool Timing

ToolCallsDurations (s)Total (s)Avg (s)
send_message10.0390.0390.039

Conversation

Turn 1: User Message ID: ca4ee344-5c62-49db-88f9-0df640d42203
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_01T3E9uPzbT9AmMoBtxVBmSK
Input
{ "final": true, "in_response_to": "ca4ee344", "message": "The Atlas team replaced its interpreter with a native compiler to cut startup time, drawing 103 points and 308 comments: [Atlas compiler update](https://example.com/articles/atlas-compiler).\n\nHarbor added online schema changes for large production tables, with 241 points and 36 comments: [Harbor database update](https://example.com/articles/harbor-database).\n\nResearchers found descriptive button labels reduced navigation errors, with 77 points and 19 comments: [Meadow accessibility study](https://example.com/articles/meadow-accessibility).\n\nA new cell chemistry retained 92 percent capacity after 1,000 cycles, with 164 points and 52 comments: [Orbit battery report](https://example.com/articles/orbit-battery).\n\nThe main theme is measurable engineering gains, where a concrete technical change yields a quantified improvement in speed, safety, usability, or durability.", "verbatim": true }
Result
Delivered exactly as written (1 message). This is the whole reply for its request; never send it again. Note: verbatim skipped the delivery layer for this send's own text. Fenced code, pipe tables, and bare links were still recognized and rendered as cards, but nothing was restructured or titled. A drafted document, email, code, or table reaches the user better through a normal send: delivery keeps its bytes exact and renders it as a titled card they can copy from. Your turn continues. answers: ca4ee344-5c62-49db-88f9-0df640d42203
Sub-agent trace (toolu_01T3E9uPzbT9AmMoBtxVBmSK, 2 events)
tools_started send_message t=42424.868
Inner payload
{
  "tool_name": "send_message",
  "tool_input": {
    "final": true,
    "in_response_to": "ca4ee344",
    "message": "The Atlas team replaced its interpreter with a native compiler to cut startup time, drawing 103 points and 308 comments: [Atlas compiler update](https://example.com/articles/atlas-compiler).\n\nHarbor added online schema changes for large production tables, with 241 points and 36 comments: [Harbor database update](https://example.com/articles/harbor-database).\n\nResearchers found descriptive button labels reduced navigation errors, with 77 points and 19 comments: [Meadow accessibility study](https://example.com/articles/meadow-accessibility).\n\nA new cell chemistry retained 92 percent capacity after 1,000 cycles, with 164 points and 52 comments: [Orbit battery report](https://example.com/articles/orbit-battery).\n\nThe main theme is measurable engineering gains, where a concrete technical change yields a quantified improvement in speed, safety, usability, or durability.",
    "verbatim": true
  },
  "dispatch_id": "toolu_01T3E9uPzbT9AmMoBtxVBmSK",
  "parent_dispatch_id": "",
  "handle": "",
  "panel_kind": ""
}
tools_completed send_message t=42424.869
Inner payload
{
  "tool_name": "send_message",
  "dispatch_id": "toolu_01T3E9uPzbT9AmMoBtxVBmSK",
  "status": "completed",
  "result": "Delivered exactly as written (1 message). This is the whole reply for its request; never send it again. Note: verbatim skipped the delivery layer for this send's own text. Fenced code, pipe tables, and bare links were still recognized and rendered as cards, but nothing was restructured or titled. A drafted document, email, code, or table reaches the user better through a normal send: delivery keeps its bytes exact and renders it as a titled card they can copy from.\nYour turn continues.\nanswers: ca4ee344-5c62-49db-88f9-0df640d42203",
  "error": "",
  "elapsed": 0.038717459
}
Turn 1: Assistant Message ID: d13db329-452e-4754-9654-699253603dd7

```document title="The Atlas team replaced its interpreter with"
The Atlas team replaced its interpreter with a native compiler to cut startup time, drawing 103 points and 308 comments: Atlas compiler update.

Harbor added online schema changes for large production tables, with 241 points and 36 comments: Harbor database update.

Researchers found descriptive button labels reduced navigation errors, with 77 points and 19 comments: Meadow accessibility study.

A new cell chemistry retained 92 percent capacity after 1,000 cycles, with 164 points and 52 comments: Orbit battery report.

The main theme is measurable engineering gains, where a concrete technical change yields a quantified improvement in speed, safety, usability, or durability.

Markdown source
```document title="The Atlas team replaced its interpreter with"
The Atlas team replaced its interpreter with a native compiler to cut startup time, drawing 103 points and 308 comments: [Atlas compiler update](https://example.com/articles/atlas-compiler).

Harbor added online schema changes for large production tables, with 241 points and 36 comments: [Harbor database update](https://example.com/articles/harbor-database).

Researchers found descriptive button labels reduced navigation errors, with 77 points and 19 comments: [Meadow accessibility study](https://example.com/articles/meadow-accessibility).

A new cell chemistry retained 92 percent capacity after 1,000 cycles, with 164 points and 52 comments: [Orbit battery report](https://example.com/articles/orbit-battery).

The main theme is measurable engineering gains, where a concrete technical change yields a quantified improvement in speed, safety, usability, or durability.
```
Evidence for turn 1: E0001 (user message)E0002 (tool call)E0003 (tool result)E0004 (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_01T3E9uPzbT9AmMoBtxVBmSK
{"dispatch_id": "toolu_01T3E9uPzbT9AmMoBtxVBmSK", "handle": "", "panel_kind": "", "parent_dispatch_id": "", "tool_input": {"final": true, "in_response_to": "ca4ee344", "message": "The Atlas team replaced its interpreter with a native compiler to cut startup time, drawing 103 points and 308 comments: [Atlas compiler update](https://example.com/articles/atlas-compiler).\n\nHarbor added online schema changes for large production tables, with 241 points and 36 comments: [Harbor database update](https://example.com/articles/harbor-database).\n\nResearchers found descriptive button labels reduced navigation errors, with 77 points and 19 comments: [Meadow accessibility study](https://example.com/articles/meadow-accessibility).\n\nA new cell chemistry retained 92 percent capacity after 1,000 cycles, with 164 points and 52 comments: [Orbit battery report](https://example.com/articles/orbit-battery).\n\nThe main theme is measurable engineering gains, where a concrete technical change yields a quantified improvement in speed, safety, usability, or durability.", "verbatim": true}, "tool_name": "send_message"}
E0003 · turn 1 · tool result · send_message · dispatch toolu_01T3E9uPzbT9AmMoBtxVBmSK
{"dispatch_id": "toolu_01T3E9uPzbT9AmMoBtxVBmSK", "elapsed": 0.038717459, "error": "", "result": "Delivered exactly as written (1 message). This is the whole reply for its request; never send it again. Note: verbatim skipped the delivery layer for this send's own text. Fenced code, pipe tables, and bare links were still recognized and rendered as cards, but nothing was restructured or titled. A drafted document, email, code, or table reaches the user better through a normal send: delivery keeps its bytes exact and renders it as a titled card they can copy from.\nYour turn continues.\nanswers: ca4ee344-5c62-49db-88f9-0df640d42203", "status": "completed", "tool_name": "send_message"}
E0004 · turn 1 · assistant message
```document title="The Atlas team replaced its interpreter with" The Atlas team replaced its interpreter with a native compiler to cut startup time, drawing 103 points and 308 comments: [Atlas compiler update](https://example.com/articles/atlas-compiler). Harbor added online schema changes for large production tables, with 241 points and 36 comments: [Harbor database update](https://example.com/articles/harbor-database). Researchers found descriptive button labels reduced navigation errors, with 77 points and 19 comments: [Meadow accessibility study](https://example.com/articles/meadow-accessibility). A new cell chemistry retained 92 percent capacity after 1,000 cycles, with 164 points and 52 comments: [Orbit battery report](https://example.com/articles/orbit-battery). The main theme is measurable engineering gains, where a concrete technical change yields a quantified improvement in speed, safety, usability, or durability. ```