qwen3.6-fp8 на кейсе «Выжимка из нескольких источников»: с Minto лучше по обеим мерам
Структура 5 → 8 из 8 +3 Качество 8 → 10 из 10 +2
Судья об ответе с Minto
The external/internal/confirmed structure is unusually clear, but several ownership and impact statements outrun the evidence.
| Структура | Без Minto 5 | С Minto 8 | Изменение |
|---|---|---|---|
| Вершина | 1 | 2 | +1 |
| Состав ключевой линии | 1 | 2 | +1 |
| Уровни | 1 | 2 | +1 |
| Порядок и род | 2 | 2 |
| Качество | Без Minto 8 | С Minto 10 | Изменение |
|---|---|---|---|
| Вершина | 1 | 2 | +1 |
| Однородные группы | 2 | 2 | |
| Объяснимый порядок | 2 | 2 | |
| MECE | 1 | 2 | +1 |
| Видимая соразмерная структура | 2 | 2 |
Ответы моделей и слова судьи приведены в оригинале, по-английски.
Без Minto
контрольный промпт · слепая меткаout-16invented_facts- качество со штрафом рубрики 7/10
The main actions are visible, but sourcing is absent and the claimed trigger and closure conditions are too certain.
Bottom Line: We can fix the build-phase price today once we submit our draft architecture diagram and receive Aldergate’s approved package list. All other compliance requirements are either confirmed or directly dependent on those two items.
Already Answered
• Security Review: Mandatory before production. Whether a penetration test is also required will be determined during the review itself.
• Hardening Standards: An internal Aldergate framework exists, but the mandatory review applies regardless of conformance.
• Open-Source Dependencies: A policy is in place. Usage is assessed case-by-case during the security review (no standard turnaround). The approved package list is forthcoming.
• Remote Work: Personnel based in Ireland are approved. (Deployment from Lisbon remains unconfirmed.)
• Compliance Contact: S. Okafor (Information Security Owner) is the designated contact, though queries are currently routed through delivery manager R. Whitcombe.
Still to be Obtained
• Approved Package List: Delayed. Originally promised 12 May, reiterated 9 July. No firm delivery date attached.
• Data Storage, Encryption & Logging: Explicit requirements exist but cannot be scoped without an architectural context. Blocked pending our diagram submission.
• Lisbon Remote Approval: Raised in July; no response from Aldergate to date. Requires explicit confirmation to include Portuguese-based engineers in the build.
Required Today to Unlock Pricing
- Submit Draft Architecture Diagram: Internally ready since 11 August. Sending this unlocks the storage/encryption answers and formally triggers the security review.
- Escalate Package List Request: Direct a formal request to S. Okafor/R. Whitcombe with a firm deadline to close risk R-11.
- Confirm Lisbon Status: Obtain written clearance for the two Lisbon-based engineers to avoid scope/compliance gaps.
Once the diagram is submitted and the package list is received, risk R-07 closes and we can lock the build-phase budget.
С Minto
промпт с навыком · слепая меткаout-06invented_facts- качество со штрафом рубрики 8/10
The external/internal/confirmed structure is unusually clear, but several ownership and impact statements outrun the evidence.
Build-phase pricing is stalled by three compliance gaps: the approved package list is overdue, the data storage answer requires an architecture diagram we hold, and our Lisbon engineering presence lacks confirmation.
Fernway is ready to price the build phase, but Aldergate's compliance track has exposed critical uncertainties. While the bank has confirmed the mandatory security review and dependency assessment process, they have withheld the data storage answer pending our architecture diagram, and the approved package list is now nearly three months late. Furthermore, Aldergate has not responded to our query about engineers based in Lisbon, leaving our remote work capability unverified.
● Highest-Risk Gaps (External Delays)
• Approved package list: Not received; promised 12 May (D. Mercer) and 9 July (R. Whitcombe); now 98 days overdue.
• Owner: S. Okafor (Information Security Owner), via R. Whitcombe.
• Impact: Build-phase price cannot be fixed without this list. [gate-review.xlsx; sync-0709.md; risk-register]
• Lisbon engineers: Fernway noted two staff in Lisbon on 9 July; no Aldergate response.
• Status: Only Ireland is confirmed as acceptable; Lisbon remains unapproved.
• Impact: Potential rework or relocation costs if Lisbon is rejected. [sync-0709.md; gate-review.xlsx]
● Controllable Gaps (Internal Actions Needed)
• Data storage/encryption/logging: Answer declined without architecture diagram and design walkthrough.
• Action: Send draft architecture diagram (exists since 11 Aug) to unlock this answer.
• Impact: Blocks final security sign-off and storage cost validation. [gate-review.xlsx; sync-0709.md; risk-register]
● Confirmed Requirements
• Security review: Mandatory before production; assigned reviewer decides on penetration test scope.
• Standards: Internal hardening framework exists; review required regardless of conformance.
• Dependencies: Usage assessed case-by-case during review; turnaround is ad hoc.
• Location: Work from Ireland is acceptable. [gate-review.xlsx]
Как устроен тест
qwen3.6-fp8 получила одну и ту же задачу дважды. Контрольный промпт — одна вводная строка и задача. Промпт с Minto — та же задача, перед которой стоит полный текст навыка. Судья читал оба ответа среди 16 ответов под слепыми метками и не знал, в каком из них был навык.
Промпт без Minto 3 667 Б
You are working on a business document using the Minto Pyramid Principle.
<!-- Original fixture. The scenario, company, people, systems and numbers are
invented for this benchmark. The defect pattern it tests — a digest of several
read sources delivered answer-first into chat — is modeled on real usage. -->
# Fixture 09: sources digest
**Mode:** `digest`
**Language:** `en`
## Context
You are assisting the tech lead of Fernway Systems, a vendor building a customer
support assistant for Aldergate Bank. Before Fernway can price the build phase, the
bank's compliance office must confirm its security requirements. You have just read
the three sources below in full. The tech lead has not read them and will not; they
are deciding what to do about the compliance track today.
## Before
Source 1 — `gate-review.xlsx`, sheet "Security questions", filled in by Aldergate's
compliance office on 12 May:
```text
Q1 Is a security review required before production?
A: Yes. A review is mandatory; whether a penetration test is also needed is
decided during the review itself, by the assigned reviewer.
Q2 Is there a security standard or checklist we can build against?
A: An internal hardening framework exists; a review is still required
regardless of conformance.
Q3 What is the policy on open-source dependencies?
A: A policy exists. The approved-package list will be sent to Fernway.
Owner: D. Mercer. Date: 12 May.
Q4 Must critical dependencies be approved individually?
A: Dependency usage is assessed during the security review.
Q5 What is the turnaround time for dependency approval?
A: There is no standard turnaround; it is case by case.
Q6 Can Fernway staff work from outside the UK?
A: Work from Ireland is acceptable. (No other country is mentioned.)
Q7 Where may customer data be stored, and with what encryption and logging?
A: Declined — "cannot be answered without an architecture diagram and a
design walkthrough". Encryption and logging requirements exist but are
not applicable outside an architectural context.
```
Source 2 — follow-up note from the 9 July delivery sync, `sync-0709.md`:
```text
Attendees: R. Whitcombe (Aldergate, delivery), tech lead (Fernway), PM (Fernway).
- Whitcombe repeated that the approved-package list "is being prepared" and will
reach Fernway "shortly". Action on Whitcombe, no date attached.
- Compliance contact named for the first time: S. Okafor, information security
owner. Okafor has not attended any joint meeting so far; Whitcombe passes
questions along.
- Agreed: Fernway sends the draft architecture diagram before the next sync so
the storage and encryption questions can get a real answer.
- Fernway's PM noted two Fernway engineers are based in Lisbon. Nobody from
Aldergate responded to the remark in the meeting.
```
Source 3 — Fernway's internal risk register, rows touching compliance, as of
18 August:
```text
R-07 Security requirements unconfirmed; build-phase price cannot be fixed.
Owner: tech lead. Status: open since 3 May.
R-11 Approved-package list not received. First promised 12 May (Mercer, per
gate review), promised again 9 July (Whitcombe). Status: open, 98 days.
R-14 Architecture diagram not yet sent to Aldergate; blocks the data-storage
answer (gate review Q7). Draft exists since 11 August. Status: open.
```
## Task
Give the tech lead a digest of these three sources in chat: what is already
answered on the compliance track, and what still has to be obtained from
Aldergate. The tech lead will act on it today.
Return only the result, with no explanation of how you produced it.
Промпт с Minto пять частей по порядку · 31 240 Б
Below is a skill written as an instruction. Read it in full and apply it to the task at the end.===== SKILL.md =====SKILL.md на f4813ce 17 235 Б===== references/rules.md =====references/rules.md на f4813ce 6 464 Б===== references/templates.md =====references/templates.md на f4813ce 3 742 Б===== TASK =====вход кейса целикомReturn only the result, with no explanation of how you produced it.
Вход кейса before.md
<!-- Original fixture. The scenario, company, people, systems and numbers are
invented for this benchmark. The defect pattern it tests — a digest of several
read sources delivered answer-first into chat — is modeled on real usage. -->
Fixture 09: sources digest
Mode: digest
Language: en
Context
You are assisting the tech lead of Fernway Systems, a vendor building a customer
support assistant for Aldergate Bank. Before Fernway can price the build phase, the
bank's compliance office must confirm its security requirements. You have just read
the three sources below in full. The tech lead has not read them and will not; they
are deciding what to do about the compliance track today.
Before
Source 1 — gate-review.xlsx, sheet "Security questions", filled in by Aldergate's
compliance office on 12 May:
Q1 Is a security review required before production?
A: Yes. A review is mandatory; whether a penetration test is also needed is
decided during the review itself, by the assigned reviewer.
Q2 Is there a security standard or checklist we can build against?
A: An internal hardening framework exists; a review is still required
regardless of conformance.
Q3 What is the policy on open-source dependencies?
A: A policy exists. The approved-package list will be sent to Fernway.
Owner: D. Mercer. Date: 12 May.
Q4 Must critical dependencies be approved individually?
A: Dependency usage is assessed during the security review.
Q5 What is the turnaround time for dependency approval?
A: There is no standard turnaround; it is case by case.
Q6 Can Fernway staff work from outside the UK?
A: Work from Ireland is acceptable. (No other country is mentioned.)
Q7 Where may customer data be stored, and with what encryption and logging?
A: Declined — "cannot be answered without an architecture diagram and a
design walkthrough". Encryption and logging requirements exist but are
not applicable outside an architectural context.
Source 2 — follow-up note from the 9 July delivery sync, sync-0709.md:
Attendees: R. Whitcombe (Aldergate, delivery), tech lead (Fernway), PM (Fernway).
- Whitcombe repeated that the approved-package list "is being prepared" and will
reach Fernway "shortly". Action on Whitcombe, no date attached.
- Compliance contact named for the first time: S. Okafor, information security
owner. Okafor has not attended any joint meeting so far; Whitcombe passes
questions along.
- Agreed: Fernway sends the draft architecture diagram before the next sync so
the storage and encryption questions can get a real answer.
- Fernway's PM noted two Fernway engineers are based in Lisbon. Nobody from
Aldergate responded to the remark in the meeting.
Source 3 — Fernway's internal risk register, rows touching compliance, as of
18 August:
R-07 Security requirements unconfirmed; build-phase price cannot be fixed.
Owner: tech lead. Status: open since 3 May.
R-11 Approved-package list not received. First promised 12 May (Mercer, per
gate review), promised again 9 July (Whitcombe). Status: open, 98 days.
R-14 Architecture diagram not yet sent to Aldergate; blocks the data-storage
answer (gate review Q7). Draft exists since 11 August. Status: open.
Task
Give the tech lead a digest of these three sources in chat: what is already
answered on the compliance track, and what still has to be obtained from
Aldergate. The tech lead will act on it today.
Эталон судьи gold.md
Gold 09: sources digest
Original gold for an invented scenario.
Expected structure
Top: an answer to the tech lead's question, not a description of the sources.
The strongest available top is an action with its ground: the blocking questions
cannot be answered by more reading — send the architecture diagram (drafted and
sitting unsent since 11 August) and escalate the approved-package list as an
obligation now 98 days old. A top that merely states "five of seven questions are
answered" is weaker but acceptable if the two actions lead the groups.
Three same-kind groups the material supports, in any defensible order:
- Settled — do not re-ask. Review is mandatory (pen test decided during it);
a hardening framework exists but exempts nothing; dependencies are assessed in
the review with no standard turnaround; Ireland is cleared for remote work. - Blocked on Fernway's own move. The storage/encryption/logging answer (Q7)
was declined pending an architecture diagram; the draft has existed since
11 August and has not been sent (R-14). This is Fernway's blocker, not
Aldergate's. - Owed by Aldergate and overdue. The approved-package list, first promised
12 May by Mercer per the gate review — not 9 July by Whitcombe, so 98 days
overdue, which makes the ask an escalation of an old commitment rather than a
reminder. Direct access to Okafor, who has never attended and is reachable
only through Whitcombe.
Cross-source synthesis the digest must make
- The package-list promise appears in two sources with two dates; the digest
must date it from 12 May (the older commitment), not 9 July. - Q7's "declined" plus R-14's "draft exists since 11 August" must combine into
"the ball is in Fernway's court"; either fact alone misses the point. - The Lisbon remark: Q6 clears Ireland only. Two engineers in Lisbon are an
unanswered exposure, not a settled fact. Presenting Lisbon as approved is an
invention; omitting it entirely loses the one new risk the sources surface.
Presentation
Chat prose for one reader: answer first, grouped support, a reference to which
source each load-bearing claim comes from (sheet, note, or register row —
exact citation format is free). No marker legend, no mermaid diagram, no
findings table, no meta-commentary about how the groups are ordered. Headings or
bold group labels are acceptable; a full document apparatus (SCQ labels as
headings, scoring, appendix) is excessive. Length: roughly one chat screen —
condensing the six settled answers into one or two lines each is proportional
omission, not source loss.
Судья gpt-5.6-sol, effort high · навык с коммита f4813ce · прогон v1.7.0-final