Use when targeting European Conference on Artificial Intelligence (ECAI) 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 AI/ML regional flagship.
SkillScore100Maintained
Automatic
◆Research pack
Last verified 9/2/2026
What it changes
Passed 23 of 23 test cases with the skill, and 16 of 23 without it.
Without skill70%
With skill100%
Checks it passed that the model alone missed
Uses '[Contribution type]' in the output format.
Uses '[Re-route suggestion]' as a key in the output.
Uses '[Fit]' as the first line key in the output block.
and 4 more in the full report
7 fixed16 passed either way0 still failing0 broke
Pass-rate lift
+30 pp
Tokens
+63%
Agent turns
0%
Response time
-21%
Model gemini-3.6-flashMeasured 9/2/2026v123 of 23 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 7 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 7
Prompt
We wrote a paper on automated theorem proving for Description Logics. Provide a venue fit assessment for ECAI using the standard bracketed metadata format.
What was checked, without and with the skill
Checked
Without skill
With skill
Includes '[Top rejection risk]' in the formatted output.
Missed
Passed
case-14 · 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.md103 linessingle file
European Conference on Artificial Intelligence (ECAI)
Conference positioning
European Conference on Artificial Intelligence (ECAI) is a top computer-science conference venue for broad European AI research across reasoning, learning, agents, planning, and applications. It rewards a general AI paper positioned for cross-area European AI readership. 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 ECAI / European Conference on Artificial Intelligence as the target venue.
A manuscript in broad European AI research across reasoning 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: broad European AI research across reasoning, learning, agents, planning, and applications.
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 ECAI'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 ECAI as the European broad-AI venue with EurAI community orientation. It is appropriate for general AI work across reasoning, agents, planning, knowledge, and learning, especially when the European AI audience and cross-area conversation are natural.
Contribution hook to foreground: the venue-specific contribution bar.
Scope vocabulary to use naturally in the abstract and introduction: broad European AI research across reasoning, learning, agents, planning, and applications.
Official anchor domain: ecai2026.org. Quote annual rules only after opening that source and the current-year CFP/author kit.
Close-neighbor routing guardrail
Use this profile only when the manuscript's central contribution is genuinely in AI/ML
regional flagship and the author can say why ECAI reviewers are the primary audience, not
merely a convenient deadline.
Closest roster neighbors to compare before final routing: aaai-acm-conference-on-ai-ethics- and-society (AIES), acm-conference-on-fairness-accountability-and-transparency (FAccT),
medical-image-computing-and-computer-assisted-intervention (MICCAI), conference-on- computational-natural-language-learning (CoNLL). Break ties by contribution type, evidence
Use when targeting AAAI Conference on Artificial Intelligence (AAAI) 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 AI/ML flagship.