Use when targeting International Conference on Automated Planning and Scheduling (ICAPS) 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 planning and scheduling.
SkillScore86Maintained
Automatic
◆Research pack
Last verified 9/2/2026
What it changes
Passed 19 of 22 test cases with the skill, and 15 of 22 without it.
Without skill68%
With skill86%
Checks it passed that the model alone missed
Rates [Fit] as Low.
Rates [Fit] as High.
Contains the bracketed field tag [Fit].
and 4 more in the full report
7 fixed12 passed either way0 still failing3 broke
Pass-rate lift
+18 pp
Tokens
+72%
Agent turns
0%
Response time
-14%
Model gemini-3.6-flashMeasured 9/2/2026v119 of 22 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
Our submission details an ontology reasoning engine using OWL-DL and SPARQL optimization for semantic web knowledge bases, with a small extension for generating RDF workflows. Evaluate fit for ICAPS using bracketed fields [Fit], [Target], [Contribution type], [Main evidence gap], [Official items to re-check], [Top rejection risk], and [Re-route suggestion].
What was checked, without and with the skill
Checked
Without skill
With skill
Suggests ISWC in [Re-route suggestion].
Passed
Passed
Rates [Fit] as Low.
Missed
Passed
case-18 · 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.md104 linessingle file
International Conference on Automated Planning and Scheduling (ICAPS)
Conference positioning
International Conference on Automated Planning and Scheduling (ICAPS) is a top computer-science conference venue for automated planning, scheduling, search, temporal reasoning, and decision processes. It rewards a planning paper with formal problem structure and empirical or theoretical planner 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 ICAPS / International Conference on Automated Planning and Scheduling as the target venue.
A manuscript in automated planning 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.
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 ICAPS'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 ICAPS as automated planning and scheduling: search spaces, temporal/resource constraints, planners, heuristics, and benchmark domains are central. It is not a generic AI venue for any algorithmic paper.
Contribution hook to foreground: the venue-specific contribution bar.
Scope vocabulary to use naturally in the abstract and introduction: automated planning, scheduling, search, temporal reasoning, and decision processes.
Official anchor domain: icaps-conference.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 planning and
scheduling and the author can say why ICAPS reviewers are the primary audience, not merely a
convenient deadline.
Closest roster neighbors to compare before final routing: international-semantic-web- conference (ISWC), international-conference-on-knowledge-capture (K-CAP), international- conference-on-principles-of-knowledge-representation-and-reasoning (KR), international- conference-on-autonomous-agents-and-multiagent-systems (AAMAS). Break ties by contribution
Use when targeting International Conference on Computer Aided Verification (CAV) 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 formal verification.