Evidence Insight
clinicaltrials-db
Query the ClinicalTrials.gov API v2 to search for clinical trials, retrieve detailed study protocols, and analyze recruitment status; use when you need to find trials by condition/drug, export results, or verify study details by NCT ID.
88100Total Score
Core Capability
82 / 100
Functional Suitability
10 / 12
Reliability
8 / 12
Performance & Context
8 / 8
Agent Usability
13 / 16
Human Usability
8 / 8
Security
10 / 12
Maintainability
9 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
96You need to find clinical trials for a specific condition (e.g., “cancer”) and filter by recruitment status (e.g., Recruiting)
4/4
92You want to locate trials involving a particular intervention (drug/biologic/device) and quickly review matching studies
4/4
90Search studies via ClinicalTrials.gov API v2 using common filters (condition, intervention, recruitment status, result limits)
4/4
90Retrieve detailed study information by NCT ID, including protocol and eligibility criteria
4/4
90End-to-end case for Search studies via ClinicalTrials.gov API v2 using common filters (condition, intervention, recruitment status, result limits)
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
PASSResearch Veto✅ PASS — Applicable
| Dimension | Result | Detail |
|---|---|---|
| Scientific Integrity | PASS | The archived evaluation kept the skill tied to retrieved records or indexed source material rather than invented scientific claims. |
| Practice Boundaries | PASS | Practice boundaries held because the package remained focused on source handling, lookup, or structured evidence use. |
| Methodological Ground | PASS | The legacy audit preserved a method-grounded interpretation of the Query the ClinicalTrials.gov API v2 to search for clinical trials, retrieve detailed study protocols, and analyze recruitment status workflow. |
| Code Usability | PASS | The packaged retrieval surface remained understandable at the command and parameter level in the archived review. |
Core Capability82 / 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
10 / 12
83%
Reliability
Related legacy finding for clinicaltrials-db: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
8 / 12
67%
Performance & Context
Performance context reached full score in the archived evaluation.
8 / 8
100%
Agent Usability
A modest deduction remained in agent usability for clinicaltrials-db in the archived review.
13 / 16
81%
Human Usability
Human usability reached full score in the archived evaluation.
8 / 8
100%
Security
A modest deduction remained in security for clinicaltrials-db in the archived review.
10 / 12
83%
Maintainability
The archived evaluation left some headroom for clinicaltrials-db under maintainability.
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 Total82 / 100
Medical TaskExecution Average: 91.6 / 100 — Assertions: 20/20 Passed
96
Canonical
You need to find clinical trials for a specific condition (e.g., “cancer”) and filter by recruitment status (e.g., Recruiting)
4/4 ✓
92
Variant A
You want to locate trials involving a particular intervention (drug/biologic/device) and quickly review matching studies
4/4 ✓
90
Edge
Search studies via ClinicalTrials.gov API v2 using common filters (condition, intervention, recruitment status, result limits)
4/4 ✓
90
Variant B
Retrieve detailed study information by NCT ID, including protocol and eligibility criteria
4/4 ✓
90
Stress
End-to-end case for Search studies via ClinicalTrials.gov API v2 using common filters (condition, intervention, recruitment status, result limits)
4/4 ✓
96
Canonical✅ Pass
You need to find clinical trials for a specific condition (e.g., “cancer”) and filter by recruitment status (e.g., Recruiting)
You need to find clinical trials for a specific condition (e.g.,... was evaluated as a bounded documentation path, not as a runnable script workflow.
Basic 35/40|Specialized 60/60|Total 96/100
✅A1The clinicaltrials-db 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
92
Variant A✅ Pass
You want to locate trials involving a particular intervention (drug/biologic/device) and quickly review matching studies
This variant a case stayed inside the documented workflow and remained instruction-led.
Basic 33/40|Specialized 59/60|Total 92/100
✅A1The clinicaltrials-db 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
90
Edge✅ Pass
Search studies via ClinicalTrials.gov API v2 using common filters (condition, intervention, recruitment status, result limits)
Search studies via ClinicalTrials.gov API v2 using common filters... was evaluated as a bounded documentation path, not as a runnable script workflow.
Basic 32/40|Specialized 58/60|Total 90/100
✅A1The clinicaltrials-db 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
90
Variant B✅ Pass
Retrieve detailed study information by NCT ID, including protocol and eligibility criteria
Retrieve detailed study information by NCT ID, including protocol... was evaluated as a bounded documentation path, not as a runnable script workflow.
Basic 31/40|Specialized 59/60|Total 90/100
✅A1The clinicaltrials-db 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
90
Stress✅ Pass
End-to-end case for Search studies via ClinicalTrials.gov API v2 using common filters (condition, intervention, recruitment status, result limits)
This stress case stayed inside the documented workflow and remained instruction-led.
Basic 28/40|Specialized 60/60|Total 90/100
✅A1The clinicaltrials-db 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 Total91.6 / 100
Key Strengths
- Primary routing is Evidence Insight with execution mode B
- Static quality score is 82/100 and dynamic average is 78.6/100
- Assertions and command execution outcomes are recorded per input for human review
- Execution verification summary: Script verification 1/1; adjustment=5. query_clinicaltrials.py: OK