Evidence Insight
emerging-topic-scout
85100Total Score
Core Capability
87 / 100
Functional Suitability
11 / 12
Reliability
10 / 12
Performance & Context
8 / 8
Agent Usability
14 / 16
Human Usability
7 / 8
Security
10 / 12
Maintainability
10 / 12
Agent-Specific
17 / 20
Medical Task
18 / 20 Passed
90A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
4/4
86Use this skill for evidence insight tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4
84A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
4/4
82Packaged executable path(s): scripts/main.py plus 1 additional script(s)
4/4
76End-to-end case for Scope-focused workflow aligned to: A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
2/4
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
PASSResearch Veto✅ PASS — Applicable
| Dimension | Result | Detail |
|---|---|---|
| Scientific Integrity | PASS | Scientific content remained anchored to fetched metadata or source-linked evidence in the legacy review. |
| Practice Boundaries | PASS | The package stayed in retrieval, extraction, or evidence-organization scope rather than drifting into unsupported interpretation. |
| Methodological Ground | PASS | The older review treated the package logic as methodologically aligned with its stated workflow. |
| Code Usability | PASS | The packaged retrieval surface remained understandable at the command and parameter level in the archived review. |
Core Capability87 / 100 — 8 Categories
Functional Suitability
The archived evaluation left some headroom for emerging-topic-scout under functional suitability.
11 / 12
92%
Reliability
Reliability was softened by the legacy issue 'Stabilize executable path and fallback behavior'. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
10 / 12
83%
Performance & Context
No point loss was recorded for performance context in the legacy audit.
8 / 8
100%
Agent Usability
The archived evaluation left some headroom for emerging-topic-scout under agent usability.
14 / 16
88%
Human Usability
Related legacy finding for emerging-topic-scout: Stabilize executable path and fallback behavior. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
7 / 8
88%
Security
The legacy audit deducted points for emerging-topic-scout in security.
10 / 12
83%
Maintainability
The archived evaluation left some headroom for emerging-topic-scout under maintainability.
10 / 12
83%
Agent-Specific
Related legacy finding for emerging-topic-scout: Stabilize executable path and fallback behavior. Some inputs only reached PARTIAL due to execution gaps or weak boundary handling
17 / 20
85%
Core Capability Total87 / 100
Medical TaskExecution Average: 83.6 / 100 — Assertions: 18/20 Passed
90
Canonical
A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
4/4 ✓
86
Variant A
Use this skill for evidence insight tasks that require explicit assumptions, bounded scope, and a reproducible output format
4/4 ✓
84
Edge
A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
4/4 ✓
82
Variant B
Packaged executable path(s): scripts/main.py plus 1 additional script(s)
4/4 ✓
76
Stress
End-to-end case for Scope-focused workflow aligned to: A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
2/4 ✓
90
Canonical✅ Pass
A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
The archived evaluation treated A real-time monitoring system for identifying "incubation period"... as a clean in-scope run.
Basic 38/40|Specialized 52/60|Total 90/100
✅A1The emerging-topic-scout output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
86
Variant A✅ Pass
Use this skill for evidence insight tasks that require explicit assumptions, bounded scope, and a reproducible output format
The Use this skill for evidence insight tasks that require explicit... scenario completed within the documented A real-time monitoring system for identifying "incubation period" research hotspots in... boundary.
Basic 36/40|Specialized 50/60|Total 86/100
✅A1The emerging-topic-scout output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
84
Edge✅ Pass
A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
The A real-time monitoring system for identifying "incubation period"... scenario completed within the documented A real-time monitoring system for identifying "incubation period" research hotspots in... boundary.
Basic 35/40|Specialized 49/60|Total 84/100
✅A1The emerging-topic-scout output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
82
Variant B✅ Pass
Packaged executable path(s): scripts/main.py plus 1 additional script(s)
The Packaged executable path(s): scripts/main.py plus 1 additional script(s) scenario completed within the documented A real-time monitoring system for identifying "incubation period" research hotspots in... boundary.
Basic 34/40|Specialized 48/60|Total 82/100
✅A1The emerging-topic-scout output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
✅A3The output stays within declared skill scope and target objective
✅A4Required research safety/boundary guidance is present without overclaims
Pass rate: 4 / 4
76
Stress✅ Pass
End-to-end case for Scope-focused workflow aligned to: A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals
The preserved weakness for End-to-end case for Scope-focused workflow aligned to: A real-time monitoring system for identifying "incubation period" research hotspots in biological and medical sciences before they are defined by mainstream journals was concentrated in one point: The output stays within declared skill scope and target objective.
Basic 31/40|Specialized 45/60|Total 76/100
✅A1The emerging-topic-scout output structure covers required deliverable blocks
✅A2Script execution path is available (command exit code is 0)
❌A3The output stays within declared skill scope and target objective
❌A4Required research safety/boundary guidance is present without overclaims
Pass rate: 2 / 4
Medical Task Total83.6 / 100
Key Strengths
- Primary routing is Evidence Insight with execution mode B
- Static quality score is 87/100 and dynamic average is 83.6/100
- Assertions and command execution outcomes are recorded per input for human review