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Get Started Free →Use when assembling CoRL supplementary material — the strongly encouraged overview video under the 250 MB cap and roughly three minutes, the optional appendix inside the same PDF that reviewers need not read, code and data attachments, and anonymization of everything, with the PMLR no-video rule shaping camera-ready plans.
.claude/skills/brycewang-stanford-corl-supplementary/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-03 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-09 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 24% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 47% | 0% |
CoRL supplementary material splits into three channels with different rules and different reader guarantees: the appendix (same PDF, optional reading), the supplementary upload (files and the venue's signature overview video), and — after acceptance — external hosting, because the PMLR proceedings pipeline does not take videos at all. Content placed in the wrong channel either never gets seen or violates a rule.
| Channel | 2026 rule | Reader guarantee | |---|---|---| | Appendix | Optional; follows references in the same PDF; uncounted against the 8 pages | Reviewers are not required to read it | | Supplementary file(s) | Encouraged for further details; video ≤ 250 MB (strict), ~3 min suggested | Also optional reading; must be anonymous | | External links during review | Only if fully anonymous — the URL included | Assume most reviewers won't click | | Camera-ready / PMLR | No video as supplementary; host video/code/data externally, link from the main text or a project page | Permanent record; plan durable hosting |
The uniform consequence of "optional reading": nothing decision-critical may live outside the 8-page body. The body must stand alone; supplementary material corroborates, it never carries.
For a learned-policy paper the video has a specific evidentiary job — showing that printed success rates correspond to real behavior. Reviewers at this venue watch with a checklist mindset:
no cuts inside an attempt; jump-cut montages are read as concealment.
segments for anything you call reactive or real-time.
section — the pairing is checked, and showing them buys credibility that no success reel can.
clip mistaken for hardware, then discovered, poisons the whole packet.
livery, or watermarks; mute or scrub audio (voices identify people).
bash# Fit the strict 250 MB cap without shredding quality (H.264 target ~8 Mbps) ffmpeg -i raw_cut.mp4 -c:v libx264 -preset slow -b:v 8M -maxrate 10M \ -bufsize 16M -vf scale=1920:-2 -an overview_anon.mp4 # -an strips audio stat -c '%s bytes' overview_anon.mp4 # verify < 250*1024*1024 # Frame-level anonymity spot check: export stills every 5 s and eyeball them ffmpeg -i overview_anon.mp4 -vf fps=1/5 frames/check_%03d.png
Suggested three-minute arc: task family and setup (20 s) → method in one diagram (20 s) → uncut successes across tasks/objects (90 s) → failures + limitations (30 s) → generalization or sim-to-real side-by-side (20 s).
Because reviewers may skip it, apply a simple contract test to every block you move there: if a reviewer never reads this, does any claim in the body lose its support? If yes, it stays in the body (or the claim softens).
Belongs in the appendix: full hyperparameter and architecture tables, per-task result breakdowns behind body-level aggregates, extra qualitative rollouts, prompt lists for language-conditioned systems, rig photographs, dataset datasheets, extended related work.
Does not belong: the only statement of the evaluation protocol, the only sim-to-real numbers, the definition of the success criterion, or the honest version of a claim the body states more boldly.
environment definitions, and a small demo-data sample if the full set is heavy.
internal hostnames, license files naming the lab (corl-submission has the mechanical sweep).
README at the bundle root mapping files to paper tables costs ten minutesand is the difference between "code provided" and "code checked."
On acceptance the channels reorganize (deadline: October 12, 2026, 23:59 AoE for the 2026 cycle):
corl-camera-ready).project page or stable video host, de-anonymized, and cite the link in the main text.
datasets you expect others to benchmark against (corl-artifact-evaluation).
text[ ] Body stands alone with supplementary deleted (contract test passed) [ ] Video: uncut episodes, labeled speeds, failures included, regimes marked [ ] Video ≤ 250 MB, audio stripped, frame-level anonymity check done [ ] Appendix in the same PDF, after references, no load-bearing content [ ] Code bundle anonymized, README maps files → tables [ ] External links (if any) anonymous including the URL itself [ ] Post-acceptance hosting plan drafted (PMLR takes no video)
Caps, encouragement language, and the PMLR handoff are all cycle-specific: re-open https://www.corl.org/contributions/instruction-for-authors for the live year before finalizing the bundle.
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-01 | fail→pass | 28,541 | 24,183 | -15% | 1 | 1 | 0% | 4,258 | 4,423 | +4% | 0 | 0 | — |
case-02 | pass→pass | 27,439 | 25,143 | -8% | 1 | 1 | 0% | 3,603 | 4,470 | +24% | 0 | 0 | — |
case-03 | fail→pass | 31,500 | 22,384 | -29% | 1 | 1 | 0% | 3,986 | 4,143 | +4% | 0 | 0 | — |
case-04 | pass→pass | 15,925 | 10,622 | -33% | 1 | 1 | 0% | 1,425 | 2,207 | +55% | 0 | 0 | — |
case-05 | pass→pass | 19,233 | 19,587 | +2% | 1 | 1 | 0% | 2,091 | 3,477 | +66% | 0 | 0 | — |
case-06 | pass→pass | 17,334 | 17,352 | +0% | 1 | 1 | 0% | 1,945 | 3,208 | +65% | 0 | 0 | — |
case-07 | fail→fail | 25,913 | 19,665 | -24% | 1 | 1 | 0% | 3,109 | 4,007 | +29% | 0 | 0 | — |
case-08 | pass→pass | 18,791 | 12,733 | -32% | 1 | 1 | 0% | 2,027 | 2,665 | +31% | 0 | 0 | — |
case-09 | fail→pass | 24,466 | 19,144 | -22% | 1 | 1 | 0% | 3,415 | 3,779 | +11% | 0 | 0 | — |
case-10 | pass→pass | 16,527 | 18,025 | +9% | 1 | 1 | 0% | 1,816 | 2,976 | +64% | 0 | 0 | — |
case-11 | pass→pass | 18,349 | 13,388 | -27% | 1 | 1 | 0% | 1,887 | 2,690 | +43% | 0 | 0 | — |
case-12 | fail→pass | 16,943 | 13,284 | -22% | 1 | 1 | 0% | 2,783 | 3,440 | +24% | 0 | 0 | — |
case-13 | pass→pass | 8,739 | 6,034 | -31% | 1 | 1 | 0% | 1,313 | 2,273 | +73% | 0 | 0 | — |
case-14 | pass→pass | 16,862 | 15,404 | -9% | 1 | 1 | 0% | 1,840 | 2,741 | +49% | 0 | 0 | — |
case-15 | fail→pass | 25,316 | 16,296 | -36% | 1 | 1 | 0% | 2,700 | 3,968 | +47% | 0 | 0 | — |
case-16 | fail→pass | 15,260 | 10,473 | -31% | 1 | 1 | 0% | 1,889 | 2,908 | +54% | 0 | 0 | — |
case-17 | fail→pass | 17,187 | 8,450 | -51% | 1 | 1 | 0% | 1,554 | 1,806 | +16% | 0 | 0 | — |
case-18 | fail→pass | 15,200 | 12,402 | -18% | 1 | 1 | 0% | 1,935 | 2,919 | +51% | 0 | 0 | — |
case-19 | fail→pass | 14,334 | 11,086 | -23% | 1 | 1 | 0% | 1,570 | 2,298 | +46% | 0 | 0 | — |
case-20 | fail→pass | 17,557 | 10,490 | -40% | 1 | 1 | 0% | 1,932 | 2,013 | +4% | 0 | 0 | — |
case-21 | pass→pass | 20,426 | 16,973 | -17% | 1 | 1 | 0% | 1,715 | 2,601 | +52% | 0 | 0 | — |
case-22 | pass→pass | 20,118 | 8,226 | -59% | 1 | 1 | 0% | 978 | 1,747 | +79% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted. The headline lift of +45 percentage points is the difference between those two pass rates over the 22 comparable cases.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.