Other

pdf-ppt

Create literature-report PPTX decks from PDF papers. Use when you must extract a paper’s metadata, summarize the study, interpret Results/Figures/Tables, and generate slides with 1:1 figure-to-text alignment and layout rules (triggered by requests like “PDF to PPT”, “literature report slides”, or “turn this paper into a presentation”).

85100Total Score
Core Capability
84 / 100
Functional Suitability
11 / 12
Reliability
9 / 12
Performance & Context
7 / 8
Agent Usability
14 / 16
Human Usability
8 / 8
Security
10 / 12
Maintainability
9 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
90Converting a research paper PDF into a literature-report PPTX with a standard academic slide structure (title → overview → results → conclusion)
4/4
86When the user requires figure-by-figure interpretation (including subpanels) and strict 1:1 mapping between each figure/table and slide content
4/4
84Offline-first PDF parsing to extract:
4/4
84Title, journal, publication date, section text
4/4
84End-to-end case for Offline-first PDF parsing to extract:
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
Functional suitability was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency
11 / 12
92%
Reliability
Reliability was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency
9 / 12
75%
Performance & Context
A modest deduction remained in performance context for pdf-ppt in the archived review.
7 / 8
88%
Agent Usability
The archived evaluation left some headroom for pdf-ppt under agent usability.
14 / 16
88%
Human Usability
No point loss was recorded for human usability in the legacy audit.
8 / 8
100%
Security
The legacy audit deducted points for pdf-ppt in security.
10 / 12
83%
Maintainability
A modest deduction remained in maintainability for pdf-ppt in the archived review.
9 / 12
75%
Agent-Specific
Agent specific was softened by the legacy issue '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
Converting a research paper PDF into a literature-report PPTX with a standard academic slide structure (title → overview → results → conclusion)
4/4 ✓
86
Variant A
When the user requires figure-by-figure interpretation (including subpanels) and strict 1:1 mapping between each figure/table and slide content
4/4 ✓
84
Edge
Offline-first PDF parsing to extract:
4/4 ✓
84
Variant B
Title, journal, publication date, section text
4/4 ✓
84
Stress
End-to-end case for Offline-first PDF parsing to extract:
4/4 ✓
90
Canonical✅ Pass
Converting a research paper PDF into a literature-report PPTX with a standard academic slide structure (title → overview → results → conclusion)

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

Basic 36/40|Specialized 54/60|Total 90/100
✅A1The pdf-ppt 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
When the user requires figure-by-figure interpretation (including subpanels) and strict 1:1 mapping between each figure/table and slide content

When the user requires figure-by-figure interpretation (including... was evaluated as a bounded documentation path, not as a runnable script workflow.

Basic 34/40|Specialized 52/60|Total 86/100
✅A1The pdf-ppt 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
Offline-first PDF parsing to extract:

Offline-first PDF parsing to extract: was evaluated as a bounded documentation path, not as a runnable script workflow.

Basic 33/40|Specialized 51/60|Total 84/100
✅A1The pdf-ppt 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
Title, journal, publication date, section text

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

Basic 32/40|Specialized 52/60|Total 84/100
✅A1The pdf-ppt 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 Offline-first PDF parsing to extract:

The archived run for End-to-end case for Offline-first PDF parsing to extract: remained guidance-driven rather than command-driven.

Basic 29/40|Specialized 55/60|Total 84/100
✅A1The pdf-ppt 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