Use when targeting International Conference on Advanced Visual Interfaces (AVI) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for visual interfaces.
SkillScore88Maintained
Automatic
◆Research pack
Last verified 9/2/2026
What it changes
Passed 22 of 25 test cases with the skill, and 13 of 25 without it.
Without skill52%
With skill88%
Checks it passed that the model alone missed
Output rates [Fit] as Low
Output rates [Fit] as High
Output contains the bracketed tag [Fit]
and 11 more in the full report
11 fixed11 passed either way1 still failing2 broke
Pass-rate lift
+36 pp
Tokens
+24%
Agent turns
0%
Response time
-41%
Model gemini-3.6-flashMeasured 9/2/2026v122 of 25 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 11
Prompt
We are submitting a visual health tracking interface evaluation conducted with patients at a medical clinic. We haven't stated IRB ethical approval details or anonymized our video repository link in the draft. Evaluate our paper for International Conference on Advanced Visual Interfaces using the standard schema.
What was checked, without and with the skill
Checked
Without skill
With skill
Output includes ethics in [Official items to re-check]
Missed
Passed
case-19 · gemini-3.6-flash · 9/2/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md99 linessingle file
International Conference on Advanced Visual Interfaces (AVI)
Conference positioning
International Conference on Advanced Visual Interfaces (AVI) is a top computer-science conference venue for visual interaction, information interfaces, interactive visualization, multimodal interfaces, and design tools. It rewards a visual-interface paper with interface novelty and concrete user or task evidence. Treat this skill as a fit / venue-selection / re-framing tool for conference submission strategy, not as a substitute for the current year's CFP, author kit, ethics policy, or submission portal.
Because CS conferences change deadlines, templates, page limits, review workflow, artifact rules, AI-use policy, and rebuttal formats every cycle, always verify the live official instructions before making a submission-ready recommendation. Start from the official source anchor recorded for this venue in ../../resources/conference-roster.md and ../../resources/official-source-map.md.
When to trigger
The author names AVI / International Conference on Advanced Visual Interfaces as the target venue.
A manuscript in visual interaction needs a conference-fit read before being formatted or submitted.
The paper must be re-framed from journal style or arXiv style into a selective CS conference narrative.
The author needs an evidence-gap, anonymity, artifact, rebuttal, or re-routing diagnosis for this venue.
Scope & topic fit
Core fit: visual interaction, information interfaces, interactive visualization, multimodal interfaces, and design tools.
Best submissions make a precise contribution type visible: algorithm, theorem, system, dataset, benchmark, empirical finding, design artifact, tool, or socio-technical analysis.
The paper should explain why the result matters to AVI's reviewers, not just why it is interesting to the authors' lab or product context.
Position related work against the most recent conference-cycle papers in this venue and its closest siblings; stale comparisons are a common early-review weakness.
If the contribution is interdisciplinary, state which part is CS research and which part is domain evidence.
Venue-specific calibration
Reviewer lens: Treat AVI as a visual interfaces venue whose reviewers expect the scope and evidence to match its own community. Do not submit a generic CS paper until the introduction names the exact subcommunity, contribution type, and proof or empirical standard.
Contribution hook to foreground: the venue-specific contribution bar.
Scope vocabulary to use naturally in the abstract and introduction: visual interaction, information interfaces, interactive visualization, multimodal interfaces, and design tools.
Official anchor domain: avi-conference.org. Quote annual rules only after opening that source and the current-year CFP/author kit.
Close-neighbor routing guardrail
Route to AVI when the contribution is a visual interface, interaction technique, or interface
evaluation rather than visualization theory alone.
Compare EuroVis/IEEE VIS for visualization research, CHI/UIST for broader HCI/UI systems, and
IUI when intelligent interface behavior is the central claim.
Use when targeting EuroVis (EuroVis) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for visualization.
Use when targeting International Conference on Autonomous Agents and Multiagent Systems (AAMAS) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for agents and multiagent systems.