Academic Writing
latex-posters
Creates academic-poster writing packages for LaTeX using beamerposter, tikzposter, or baposter. Use when a user needs poster-ready section copy, figure plans, captions, and package-specific layout decisions for conference or thesis posters.
86100Total Score
Core Capability
83 / 100
Functional Suitability
11 / 12
Reliability
9 / 12
Performance & Context
6 / 8
Agent Usability
14 / 16
Human Usability
7 / 8
Security
11 / 12
Maintainability
9 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
92"Create professional academic posters in LaTeX using beamerposter, tikzposter, or baposter. Supports conference presentations, academic posters, and science communication. Includes layout design, color schemes, multi-column formatting, figure integration, and poster-specific best practices for visual communication."
4/4
88"Create professional academic posters in LaTeX using beamerposter, tikzposter, or baposter. Supports conference presentations, academic posters, and science communication. Includes layout design, color schemes, multi-column formatting, figure integration, and poster-specific best practices for visual communication."
4/4
86Choose the package
4/4
86The user wants to compress a paper, abstract, or slide deck into a readable poster narrative
4/4
86Assemble the writing package
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 preserved source-faithful writing behavior without adding unsupported results or conclusions. |
| Practice Boundaries | PASS | The evaluated outputs stayed inside the Creates academic-poster writing packages for LaTeX using beamerposter, tikzposter, or baposter workflow rather than drifting into unsupported scientific interpretation. |
| Methodological Ground | PASS | The older review treated the package logic as methodologically aligned with its stated workflow. |
| Code Usability | N/A | This package is judged mainly on writing behavior, so code usability is not a central evaluation target here. |
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
Reliability was softened by the legacy issue 'Improve stress-case output rigor'. Stress and boundary scenarios show weaker consistency
9 / 12
75%
Performance & Context
The archived review left minor headroom in how efficiently this dissemination workflow scales across heavier tasks.
6 / 8
75%
Agent Usability
The archived score suggests slightly clearer routing would help an agent choose the right dissemination path faster.
14 / 16
88%
Human Usability
Human usability remained good overall, with minor room to make the output package easier to scan or hand off.
7 / 8
88%
Security
Security scored well, though the archived review still left some room to state source-faithful boundaries more explicitly.
11 / 12
92%
Maintainability
Maintainability stayed solid, with modest room to simplify or consolidate the conversion workflow.
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 Total83 / 100
Medical TaskExecution Average: 87.6 / 100 — Assertions: 20/20 Passed
92
Canonical
"Create professional academic posters in LaTeX using beamerposter, tikzposter, or baposter. Supports conference presentations, academic posters, and science communication. Includes layout design, color schemes, multi-column formatting, figure integration, and poster-specific best practices for visual communication."
4/4 ✓
88
Variant A
"Create professional academic posters in LaTeX using beamerposter, tikzposter, or baposter. Supports conference presentations, academic posters, and science communication. Includes layout design, color schemes, multi-column formatting, figure integration, and poster-specific best practices for visual communication."
4/4 ✓
86
Edge
Choose the package
4/4 ✓
86
Variant B
The user wants to compress a paper, abstract, or slide deck into a readable poster narrative
4/4 ✓
86
Stress
Assemble the writing package
4/4 ✓
92
Canonical✅ Pass
"Create professional academic posters in LaTeX using beamerposter, tikzposter, or baposter. Supports conference presentations, academic posters, and science communication. Includes layout design, color schemes, multi-column formatting, figure integration, and poster-specific best practices for visual communication."
The archived run treated "Create professional academic posters in LaTeX using beamerposter,... as a dissemination-format conversion path rather than a runnable helper-script workflow.
Basic 36/40|Specialized 56/60|Total 92/100
✅A1The latex-posters 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
"Create professional academic posters in LaTeX using beamerposter, tikzposter, or baposter. Supports conference presentations, academic posters, and science communication. Includes layout design, color schemes, multi-column formatting, figure integration, and poster-specific best practices for visual communication."
This variant a case stayed on the paper-conversion path, packaging source content for web, video, or poster use.
Basic 34/40|Specialized 54/60|Total 88/100
✅A1The latex-posters 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
Choose the package
This edge case was handled as a bounded writing workflow, not as an executable pipeline.
Basic 33/40|Specialized 53/60|Total 86/100
✅A1The latex-posters 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
The user wants to compress a paper, abstract, or slide deck into a readable poster narrative
The user wants to compress a paper, abstract, or slide deck into a... remained a writing-and-presentation deliverable, focused on reshaping paper content for public-facing formats.
Basic 32/40|Specialized 54/60|Total 86/100
✅A1The latex-posters 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
Assemble the writing package
Assemble the writing package remained a writing-first workflow and was evaluated without depending on a runnable helper script.
Basic 29/40|Specialized 57/60|Total 86/100
✅A1The latex-posters 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 Academic Writing 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: No runnable Python scripts were available for verification