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Use when deciding which computer-science or AI conference skill to invoke next, comparing fit across the 155-conference CS roadmap, or routing an AI/ML/CS manuscript before venue-specific re-framing.
Passed 19 of 22 test cases with the skill, and 18 of 22 without it.
and 12 more in the full report
3 fixed16 passed either way1 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.
I have just finished drafting a manuscript introducing a novel benchmark and framework for evaluating vision-language agents on complex OS desktop navigation tasks. We tested five open-source LLMs across 300 interactive environments and provided detailed execution traces. Could you run this through your venue routing process to help us decide where to target? Please provide the best-fit primary conference skill name, two alternative conference skills with brief rationales, one conference we should explicitly avoid along with a one-line mismatch explanation, the biggest current gap in our paper (such as novelty, evidence, user study, or format), and the specific next step for verifying current cycle requirements.
| Checked | Without skill | With skill |
|---|---|---|
| The response includes the top recommended skill using the bracketed label format [Top conference skill]. | Missed | Passed |
| The response prioritizes an AI/ML or Computer Vision conference skill over a pure operating systems venue. | Passed | Passed |
| The response lists two alternative options using [Alt 1] and [Alt 2] bracketed labels. | Missed | Passed |
| The response includes an explicit exclusion using the [Do not submit to] bracketed label. | Missed | Passed |
| The response identifies the primary gap using the [Biggest current gap] bracketed label. | Missed | Passed |
| The response specifies the follow-up action using the [Next step] bracketed label. | Missed | Passed |
The instructions your model reads when the skill loads.
This is the router for the computer-science conference pack. It puts AI conferences first, then routes by contribution type across ML, data mining, vision, NLP, robotics, HCI, systems, security, software engineering, programming languages, databases, and theory. It does not replace a single-conference profile; it selects the right profile and forces an official-cycle check before submission.
../../resources/worked-examples/venue-routing.md.../../resources/exemplars/selection-patterns.md.
This file now carries the high-confusion sibling contrasts surfaced by clone-audit review
(robotics, graphics/vision, NLP chapters, systems/networking, security, SE/PL/theory).../../resources/conference-roster.md and
../../resources/official-source-map.md to open the current official CFP,
author kit, and submission policy for the chosen conference.| Manuscript signature | Prefer skills |
|---|---|
| AI/ML first | neural-information-processing-systems / international-conference-on-machine-learning / international-conference-on-learning-representations / aaai-conference-on-artificial-intelligence / international-joint-conference-on-artificial-intelligence |
| Data mining and web AI | acm-sigkdd-conference-on-knowledge-discovery-and-data-mining / the-web-conference / acm-international-conference-on-web-search-and-data-mining / acm-conference-on-recommender-systems |
| Vision and multimodal media | computer-vision-and-pattern-recognition / international-conference-on-computer-vision / european-conference-on-computer-vision / acm-international-conference-on-multimedia |
| NLP, speech, and IR | annual-meeting-of-the-association-for-computational-linguistics / conference-on-empirical-methods-in-natural-language-processing / interspeech / acm-sigir-conference-on-research-and-development-in-information-retrieval |
| Robotics and embodied AI | ieee-international-conference-on-robotics-and-automation / ieee-rsj-international-conference-on-intelligent-robots-and-systems / robotics-science-and-systems / conference-on-robot-learning |
| HCI and visualization | acm-chi-conference-on-human-factors-in-computing-systems / acm-symposium-on-user-interface-software-and-technology / acm-conference-on-computer-supported-cooperative-work-and-social-computing / ieee-visualization-conference |
| Systems, networking, architecture, and HPC | acm-symposium-on-operating-systems-principles / usenix-symposium-on-operating-systems-design-and-implementation / acm-sigcomm / international-symposium-on-computer-architecture |
| Security and privacy | ieee-symposium-on-security-and-privacy / usenix-security-symposium / acm-conference-on-computer-and-communications-security / network-and-distributed-system-security-symposium |
| Software engineering, PL, and formal methods | international-conference-on-software-engineering / acm-international-conference-on-the-foundations-of-software-engineering / acm-sigplan-conference-on-programming-language-design-and-implementation / acm-sigplan-symposium-on-principles-of-programming-languages |
| Databases and theory | acm-sigmod-international-conference-on-management-of-data / international-conference-on-very-large-data-bases / acm-symposium-on-theory-of-computing / ieee-symposium-on-foundations-of-computer-science |
test cases passed, vs 18 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.