Other

benchling-integration

85100Total Score
Core Capability
84 / 100
Functional Suitability
11 / 12
Reliability
9 / 12
Performance & Context
7 / 8
Agent Usability
14 / 16
Human Usability
7 / 8
Security
11 / 12
Maintainability
9 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
90Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK
4/4
86Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK
4/4
84Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK
4/4
84Documentation-first workflow with no packaged script requirement
4/4
84End-to-end case for Scope-focused workflow aligned to: Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK
4/4

Veto GatesRequired pass for any deployment consideration

Skill Veto✓ All 4 gates passed
✓
Operational Stability
System remains stable across varied inputs and edge cases
PASS
✓
Structural Consistency
Output structure conforms to expected skill contract format
PASS
✓
Result Determinism
Equivalent inputs produce semantically equivalent outputs
PASS
✓
System Security
No prompt injection, data leakage, or unsafe tool use detected
PASS

Core Capability84 / 100 — 8 Categories

Functional Suitability
The archived deduction in functional suitability traces back to: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
11 / 12
92%
Reliability
Related legacy finding for benchling-integration: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
9 / 12
75%
Performance & Context
The archived evaluation left some headroom for benchling-integration under performance context.
7 / 8
88%
Agent Usability
The legacy audit deducted points for benchling-integration in agent usability.
14 / 16
88%
Human Usability
The archived evaluation left some headroom for benchling-integration under human usability.
7 / 8
88%
Security
The legacy audit deducted points for benchling-integration in security.
11 / 12
92%
Maintainability
A modest deduction remained in maintainability for benchling-integration in the archived review.
9 / 12
75%
Agent-Specific
The archived deduction in agent specific traces back to: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
16 / 20
80%
Core Capability Total84 / 100

Medical TaskExecution Average: 85.6 / 100 — Assertions: 20/20 Passed

90
Canonical
Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK
4/4 ✓
86
Variant A
Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK
4/4 ✓
84
Edge
Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK
4/4 ✓
84
Variant B
Documentation-first workflow with no packaged script requirement
4/4 ✓
84
Stress
End-to-end case for Scope-focused workflow aligned to: Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK
4/4 ✓
90
Canonical✅ Pass
Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK

The archived run for Integrate with the Benchling R&D platform when you need to... remained guidance-driven rather than command-driven.

Basic 36/40|Specialized 54/60|Total 90/100
✅A1The benchling-integration output structure matches the documented deliverable
✅A2The instruction path remains actionable for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 4 / 4
86
Variant A✅ Pass
Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK

This variant a case stayed inside the documented workflow and remained instruction-led.

Basic 34/40|Specialized 52/60|Total 86/100
✅A1The benchling-integration output structure matches the documented deliverable
✅A2The instruction path remains actionable for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 4 / 4
84
Edge✅ Pass
Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK

This edge case stayed inside the documented workflow and remained instruction-led.

Basic 33/40|Specialized 51/60|Total 84/100
✅A1The benchling-integration output structure matches the documented deliverable
✅A2The instruction path remains actionable for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 4 / 4
84
Variant B✅ Pass
Documentation-first workflow with no packaged script requirement

This variant b case stayed inside the documented workflow and remained instruction-led.

Basic 32/40|Specialized 52/60|Total 84/100
✅A1The benchling-integration output structure matches the documented deliverable
✅A2The instruction path remains actionable for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 4 / 4
84
Stress✅ Pass
End-to-end case for Scope-focused workflow aligned to: Integrate with the Benchling R&D platform when you need to programmatically manage registry entities, inventory, ELN entries, workflows, events, or data warehouse analytics via API/SDK

This stress case stayed inside the documented workflow and remained instruction-led.

Basic 29/40|Specialized 55/60|Total 84/100
✅A1The benchling-integration output structure matches the documented deliverable
✅A2The instruction path remains actionable for the documented case
✅A3The output stays fully within the documented skill boundary
✅A4The response quality is acceptable for the documented path
Pass rate: 4 / 4
Medical Task Total85.6 / 100

Key Strengths

  • Primary routing is Other with execution mode A
  • Static quality score is 84/100 and dynamic average is 77.6/100
  • Assertions and command execution outcomes are recorded per input for human review
  • Execution verification summary: No script verification was applicable