Use when targeting Annual Computer Security Applications Conference (ACSAC) 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 applied security.
SkillScore64Maintained
Automatic
◆Research pack
Last verified 9/2/2026
What it changes
Passed 16 of 25 test cases with the skill, and 6 of 25 without it.
Without skill24%
With skill64%
Checks it passed that the model alone missed
Rates the venue fit as "[Fit] High".
Suggests PETS in the "[Re-route suggestion]" field.
Classifies the paper as "[Contribution type] empirical".
and 14 more in the full report
13 fixed3 passed either way6 still failing3 broke
Pass-rate lift
+40 pp
Tokens
+64%
Agent turns
0%
Response time
-10%
Model gemini-3.6-flashMeasured 9/2/2026v116 of 25 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 13 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 13
Prompt
Our manuscript introduces a differential privacy mechanism for zero-knowledge credential verification with theoretical privacy proofs, but no system deployment. We are considering ACSAC because of its upcoming deadline. Evaluate this fit and output the structured submission assessment.
What was checked, without and with the skill
Checked
Without skill
With skill
Suggests PETS in the "[Re-route suggestion]" field.
Missed
Passed
Explains that privacy-first theoretical mechanisms align better with PETS than ACSAC's applied deployment focus.
Passed
Passed
case-08 · gemini-3.6-flash · 9/2/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
Annual Computer Security Applications Conference (ACSAC) is a top computer-science conference venue for applied computer security, assurance, usable security, systems, and operational defenses. It rewards an applied-security paper with deployable lessons and careful risk framing. 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 ACSAC / Annual Computer Security Applications Conference as the target venue.
A manuscript in applied computer security 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 ACSAC'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 ACSAC as a applied security 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: applied computer security, assurance, usable security, systems, and operational defenses.
Official anchor domain: www.acsac.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 applied
security and the author can say why ACSAC reviewers are the primary audience, not merely a
convenient deadline.
Closest roster neighbors to compare before final routing: network-and-distributed-system- security-symposium (NDSS), privacy-enhancing-technologies-symposium (PETS), european- symposium-on-research-in-computer-security (ESORICS), acm-asia-conference-on-computer-and- communications-security (ASIACCS). Break ties by contribution type, evidence shape,
Use when targeting European Symposium on Research in Computer Security (ESORICS) 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 security.
Use when targeting Annual Review of Plant Biology or deciding whether a plant-biology review proposal fits this invited-review venue. Encodes the journal's fit, the authoritative-synthesis and invited-article bar, evidence and balance expectations, house style, official-submission re-check, and desk-reject heuristics.