Other

academic-poster-generator

Complete workflow for generating academic research posters from PDF literature; use when you need to extract paper content from PDFs and produce a LaTeX-based poster (beamerposter/tikzposter/baposter) with mandatory figure generation and a final rendered HTML deliverable.

86100Total Score
Core Capability
87 / 100
Functional Suitability
11 / 12
Reliability
10 / 12
Performance & Context
7 / 8
Agent Usability
14 / 16
Human Usability
8 / 8
Security
10 / 12
Maintainability
10 / 12
Agent-Specific
17 / 20
Medical Task
15 / 20 Passed
86You have one or more research paper PDFs and need a conference-style poster draft with standard sections (Intro/Methods/Results/Conclusions)
3/4
86You want to automatically extract title/authors/abstract/sections from a PDF and restructure them into concise poster bullet points
3/4
86End-to-end pipeline: PDF → metadata extraction → content structuring → figure generation → LaTeX poster assembly → HTML base conversion → agent rendering → final HTML
3/4
86Scripted PDF processing:
3/4
86End-to-end case for End-to-end pipeline: PDF → metadata extraction → content structuring → figure generation → LaTeX poster assembly → HTML base conversion → agent rendering → final HTML
3/4

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 Capability87 / 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
Reliability was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency
10 / 12
83%
Performance & Context
The legacy audit deducted points for academic-poster-generator in performance context.
7 / 8
88%
Agent Usability
The legacy audit deducted points for academic-poster-generator in agent usability.
14 / 16
88%
Human Usability
No point loss was recorded for human usability in the legacy audit.
8 / 8
100%
Security
The archived evaluation left some headroom for academic-poster-generator under security.
10 / 12
83%
Maintainability
A modest deduction remained in maintainability for academic-poster-generator in the archived review.
10 / 12
83%
Agent-Specific
Agent specific 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
17 / 20
85%
Core Capability Total87 / 100

Medical TaskExecution Average: 86 / 100 — Assertions: 15/20 Passed

86
Canonical
You have one or more research paper PDFs and need a conference-style poster draft with standard sections (Intro/Methods/Results/Conclusions)
3/4 ✓
86
Variant A
You want to automatically extract title/authors/abstract/sections from a PDF and restructure them into concise poster bullet points
3/4 ✓
86
Edge
End-to-end pipeline: PDF → metadata extraction → content structuring → figure generation → LaTeX poster assembly → HTML base conversion → agent rendering → final HTML
3/4 ✓
86
Variant B
Scripted PDF processing:
3/4 ✓
86
Stress
End-to-end case for End-to-end pipeline: PDF → metadata extraction → content structuring → figure generation → LaTeX poster assembly → HTML base conversion → agent rendering → final HTML
3/4 ✓
86
Canonical✅ Pass
You have one or more research paper PDFs and need a conference-style poster draft with standard sections (Intro/Methods/Results/Conclusions)

The You have one or more research paper PDFs and need a... workflow is defined, but this run was blocked by a missing local input file.

Basic 33/40|Specialized 53/60|Total 86/100
✅A1The academic-poster-generator 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: 3 / 4
86
Variant A✅ Pass
You want to automatically extract title/authors/abstract/sections from a PDF and restructure them into concise poster bullet points

The You want to automatically extract title/authors/abstract/sections... workflow is defined, but this run was blocked by a missing local input file.

Basic 31/40|Specialized 55/60|Total 86/100
✅A1The academic-poster-generator 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: 3 / 4
86
Edge✅ Pass
End-to-end pipeline: PDF → metadata extraction → content structuring → figure generation → LaTeX poster assembly → HTML base conversion → agent rendering → final HTML

End-to-end pipeline: PDF → metadata extraction → content... stayed well-scoped, but the local run could not proceed because the expected input file was absent.

Basic 30/40|Specialized 56/60|Total 86/100
✅A1The academic-poster-generator 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: 3 / 4
86
Variant B✅ Pass
Scripted PDF processing:

Scripted PDF processing: stayed well-scoped, but the local run could not proceed because the expected input file was absent.

Basic 29/40|Specialized 57/60|Total 86/100
✅A1The academic-poster-generator 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: 3 / 4
86
Stress✅ Pass
End-to-end case for End-to-end pipeline: PDF → metadata extraction → content structuring → figure generation → LaTeX poster assembly → HTML base conversion → agent rendering → final HTML

End-to-end case for End-to-end pipeline: PDF → metadata extraction... stayed well-scoped, but the local run could not proceed because the expected input file was absent.

Basic 26/40|Specialized 60/60|Total 86/100
✅A1The academic-poster-generator 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: 3 / 4
Medical Task Total86 / 100

Key Strengths

  • Primary routing is Other with execution mode B
  • Static quality score is 87/100 and dynamic average is 71.6/100
  • Assertions and command execution outcomes are recorded per input for human review
  • Execution verification summary: Script verification 5/6; adjustment=5. check_poster_quality.py: OK; convert_pdf_to_images.py: rc=1; convert_poster.py: OK; extract_metadata.py: OK