Evidence Insight
chea-api
Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval. Use when the user needs to perform ChEA3 enrichment analysis on a gene set, get metadata about the ChEA dataset, or retrieve information about a specific transcription factor (attribute).
86100Total Score
Core Capability
83 / 100
Functional Suitability
11 / 12
Reliability
10 / 12
Performance & Context
8 / 8
Agent Usability
13 / 16
Human Usability
7 / 8
Security
9 / 12
Maintainability
9 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
92Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
4/4
88Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
4/4
86Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
4/4
86Packaged executable path(s): scripts/chea_client.py
4/4
86End-to-end case for Scope-focused workflow aligned to: Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval. Use when the user needs to perform ChEA3 enrichment analysis on a gene set, get metadata about the ChEA dataset, or retrieve information about a specific transcription factor (attribute)
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 legacy audit did not indicate that retrieval outputs were presented as unsupported findings. |
| Practice Boundaries | PASS | Practice boundaries held because the package remained focused on source handling, lookup, or structured evidence use. |
| Methodological Ground | PASS | The older review treated the package logic as methodologically aligned with its stated workflow. |
| Code Usability | PASS | The legacy evaluation did not preserve a usability failure in the packaged retrieval path. |
Core Capability83 / 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 chea-api: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
10 / 12
83%
Performance & Context
Performance context reached full score in the archived evaluation.
8 / 8
100%
Agent Usability
The legacy audit deducted points for chea-api in agent usability.
13 / 16
81%
Human Usability
The archived evaluation left some headroom for chea-api under human usability.
7 / 8
88%
Security
A modest deduction remained in security for chea-api in the archived review.
9 / 12
75%
Maintainability
The archived evaluation left some headroom for chea-api under maintainability.
9 / 12
75%
Agent-Specific
Related legacy finding for chea-api: Improve stress-case output rigor. Stress and boundary scenarios show weaker consistency
16 / 20
80%
Core Capability Total83 / 100
Medical TaskExecution Average: 87.6 / 100 — Assertions: 20/20 Passed
92
Canonical
Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
4/4 ✓
88
Variant A
Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
4/4 ✓
86
Edge
Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
4/4 ✓
86
Variant B
Packaged executable path(s): scripts/chea_client.py
4/4 ✓
86
Stress
End-to-end case for Scope-focused workflow aligned to: Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval. Use when the user needs to perform ChEA3 enrichment analysis on a gene set, get metadata about the ChEA dataset, or retrieve information about a specific transcription factor (attribute)
4/4 ✓
92
Canonical✅ Pass
Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
The archived run for Access ChEA3 and Harmonizome ChEA data for transcription factor... remained guidance-driven rather than command-driven.
Basic 36/40|Specialized 56/60|Total 92/100
✅A1The chea-api 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
88
Variant A✅ Pass
Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
The archived run for Access ChEA3 and Harmonizome ChEA data for transcription factor... remained guidance-driven rather than command-driven.
Basic 34/40|Specialized 54/60|Total 88/100
✅A1The chea-api 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
Edge✅ Pass
Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval
Access ChEA3 and Harmonizome ChEA data for transcription factor... was evaluated as a bounded documentation path, not as a runnable script workflow.
Basic 33/40|Specialized 53/60|Total 86/100
✅A1The chea-api 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 B✅ Pass
Packaged executable path(s): scripts/chea_client.py
The archived run for Packaged executable path(s): scripts/chea_client.py remained guidance-driven rather than command-driven.
Basic 32/40|Specialized 54/60|Total 86/100
✅A1The chea-api 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
Stress✅ Pass
End-to-end case for Scope-focused workflow aligned to: Access ChEA3 and Harmonizome ChEA data for transcription factor enrichment analysis and metadata retrieval. Use when the user needs to perform ChEA3 enrichment analysis on a gene set, get metadata about the ChEA dataset, or retrieve information about a specific transcription factor (attribute)
This stress case stayed inside the documented workflow and remained instruction-led.
Basic 29/40|Specialized 57/60|Total 86/100
✅A1The chea-api 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 Total87.6 / 100
Key Strengths
- Primary routing is Evidence Insight with execution mode B
- Static quality score is 83/100 and dynamic average is 79.6/100
- Assertions and command execution outcomes are recorded per input for human review
- Execution verification summary: Script verification 0/1; adjustment=0. chea_client.py: rc=1