Data Analysis
meta-rob2-plot
Draw ROB2 risk-of-bias plots, including a Traffic Light Plot and a Summary Bar Plot. Input is a CSV file with ROB2 assessments for each study; output are two PNG plot files.
89100Total 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
98"Draw ROB2 risk-of-bias plots, including a Traffic Light Plot and a Summary Bar Plot. Input is a CSV file with ROB2 assessments for each study; output are two PNG plot files."
4/4
94Step 2: Execute R script
4/4
92Step 1: Validate input data
4/4
92Step 3: Output results
4/4
92Step 3: Output results
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 review kept this workflow anchored to supplied data fields and observable execution behavior, not fabricated results. |
| Practice Boundaries | PASS | The evaluated outputs stayed inside the "Draw ROB2 risk-of-bias plots, including a Traffic Light Plot and a Summary Bar Plot. Input... and did not drift into unsupported interpretation beyond the available inputs. |
| Methodological Ground | PASS | The workflow stayed grounded in its declared rubric or scale-selection logic rather than improvised criteria. |
| Code Usability | PASS | No code-usability failure was preserved for meta-rob2-plot in the legacy evaluation. |
Core Capability83 / 100 — 8 Categories
Functional Suitability
The package fits its analysis task well, although the final artifact contract could still be sharpened slightly.
11 / 12
92%
Reliability
Reliability remained good, but the archived review still saw room for steadier behavior under edge conditions.
10 / 12
83%
Performance & Context
No point loss was recorded for performance context in the legacy audit.
8 / 8
100%
Agent Usability
The archived review left some headroom in how quickly an agent can lock onto the intended analysis path.
13 / 16
81%
Human Usability
The archived deduction in human usability traces back to: Minor polish before wide rollout. No major defects found
7 / 8
88%
Security
Security remained strong, though the archived review still left some room for clearer execution guardrails.
9 / 12
75%
Maintainability
The analysis package is maintainable overall, though the archived score suggests modest cleanup headroom.
9 / 12
75%
Agent-Specific
Agent-specific quality remained high, with only modest headroom in structured prompting or edge handling.
16 / 20
80%
Core Capability Total83 / 100
Medical TaskExecution Average: 93.6 / 100 — Assertions: 20/20 Passed
98
Canonical
"Draw ROB2 risk-of-bias plots, including a Traffic Light Plot and a Summary Bar Plot. Input is a CSV file with ROB2 assessments for each study; output are two PNG plot files."
4/4 ✓
94
Variant A
Step 2: Execute R script
4/4 ✓
92
Edge
Step 1: Validate input data
4/4 ✓
92
Variant B
Step 3: Output results
4/4 ✓
92
Stress
Step 3: Output results
4/4 ✓
98
Canonical✅ Pass
"Draw ROB2 risk-of-bias plots, including a Traffic Light Plot and a Summary Bar Plot. Input is a CSV file with ROB2 assessments for each study; output are two PNG plot files."
For "Draw ROB2 risk-of-bias plots, including a Traffic Light Plot and a..., the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.
Basic 38/40|Specialized 60/60|Total 98/100
✅A1The meta-rob2-plot output structure matches the documented deliverable
✅A2The script execution path completed successfully 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
94
Variant A✅ Pass
Step 2: Execute R script
For Step 2: Execute R script, the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.
Basic 36/40|Specialized 58/60|Total 94/100
✅A1The meta-rob2-plot output structure matches the documented deliverable
✅A2The script execution path completed successfully 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
Edge✅ Pass
Step 1: Validate input data
For Step 1: Validate input data, the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.
Basic 35/40|Specialized 57/60|Total 92/100
✅A1The meta-rob2-plot output structure matches the documented deliverable
✅A2The script execution path completed successfully 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 B✅ Pass
Step 3: Output results
The Step 3: Output results path verified the packaged helper command without exposing a deeper execution issue.
Basic 34/40|Specialized 58/60|Total 92/100
✅A1The meta-rob2-plot output structure matches the documented deliverable
✅A2The script execution path completed successfully 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
Stress✅ Pass
Step 3: Output results
For Step 3: Output results, the preserved evidence is lightweight but positive: the packaged validation command behaved as expected.
Basic 31/40|Specialized 60/60|Total 92/100
✅A1The meta-rob2-plot output structure matches the documented deliverable
✅A2The script execution path completed successfully 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 Total93.6 / 100
Key Strengths
- Primary routing is Data Analysis with execution mode B
- Static quality score is 83/100 and dynamic average is 82.6/100
- Assertions and command execution outcomes are recorded per input for human review
- Execution verification summary: Script verification 1/2; adjustment=3. rob2_plot.py: rc=1; validate_skill.py: OK