Production Audit
affaan-m/ECC
Local-evidence production readiness audit for shipped apps, pre-launch reviews, post-merge checks, and "what breaks in prod?" questions without sending repo data to an external audit service.
A skill your agent uses when planning or auditing ICCV supplementary material under the same-day paper-plus-supplement deadline, covering what moves out of the 8-page body, parallel production of…
MITAuto-check passed
Install Iccv Supplementary
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills iccv-supplementary --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ICCV-Skills/skills/iccv-supplementary .claude/skills/iccv-supplementary && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "iccv-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICCV-Skills/skills/iccv-supplementary into .claude/skills/iccv-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iccv-supplementary", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICCV-Skills/skills/iccv-supplementaryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills iccv-supplementary --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ICCV-Skills/skills/iccv-supplementary .agents/skills/iccv-supplementary && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "iccv-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICCV-Skills/skills/iccv-supplementary into .agents/skills/iccv-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iccv-supplementary", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills iccv-supplementary --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ICCV-Skills/skills/iccv-supplementary .cursor/skills/iccv-supplementary && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "iccv-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICCV-Skills/skills/iccv-supplementary into .cursor/skills/iccv-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iccv-supplementary", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Awesome-Journal-Skills.git --path ICCV-Skills/skills/iccv-supplementary--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills iccv-supplementary --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ICCV-Skills/skills/iccv-supplementary .gemini/skills/iccv-supplementary && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "iccv-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICCV-Skills/skills/iccv-supplementary into .gemini/skills/iccv-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iccv-supplementary", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills iccv-supplementaryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/ICCV-Skills/skills/iccv-supplementary .github/skills/iccv-supplementary && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "iccv-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICCV-Skills/skills/iccv-supplementary into .github/skills/iccv-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iccv-supplementary", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills iccv-supplementary --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ICCV-Skills/skills/iccv-supplementary .opencode/skills/iccv-supplementary && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "iccv-supplementary" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/ICCV-Skills/skills/iccv-supplementary into .opencode/skills/iccv-supplementary/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "iccv-supplementary", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
iccv-supplementary- GitHub stars
- 1.2k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 695 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when planning or auditing ICCV supplementary material under the same-day paper-plus-supplement deadline, covering what moves out of the 8-page body, parallel production of…
- Works in 5 steps: Dangling body pointers ("Suppl. G")… → Config dumps contradicting the body's… → Videos that only play in one player —… → …
- Auditing ICCV supplementary material under the same-day paper-plus-supplement deadline
- SKILL.md covers What the same-day rule changes…, Division of labor with the 8…, Anonymity inside the archive and Structure for a seven-minute…, plus 4 more sections
- Calls ffprobe
What it does
Iccv Supplementary is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning or auditing ICCV supplementary material under the same-day paper-plus-supplement deadline, covering what moves out of the 8-page body, parallel production of videos and code from February onward, double-blind hygiene inside the archive, and making depth material navigable for reviewers who choose to open it.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- Auditing ICCV supplementary material under the same-day paper-plus-supplement deadline
- Covering what moves out of the 8-page body
- Parallel production of videos and code from February onward
- Double-blind hygiene inside the archive
Example prompts
- “/iccv-supplementary”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Dangling body pointers ("Suppl. G") after a late reorganization — grep the
- Config dumps contradicting the body's stated hyperparameters because one was
- Videos that only play in one player — test the archive on a machine that
- A 300 MB gallery where 30 MB of curated depth would review better — size
- Third-party assets carrying their authors' watermarks into your anonymous
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
ffprobe
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Iccv Supplementary loads about 1.6k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 695 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 695 words, ~1,601 tokens.
Download SKILL.mdSave it as
.claude/skills/iccv-supplementary/SKILL.md (or your agent's skills folder).- name
- iccv-supplementary
- description
- Use when planning or auditing ICCV supplementary material under the same-day paper-plus-supplement deadline, covering what moves out of the 8-page body, parallel production of videos and code from February onward, double-blind hygiene inside the archive, and making depth material navigable for reviewers who choose to open it.
ICCV Supplementary Material
Since the 2025 cycle, ICCV collects the supplement at the paper deadline — one upload event in early March (March 7, 2025, 11:59pm HST; announced as a deliberate process change that also shortened the decision timeline). That single scheduling fact rewrites supplement strategy: there is no packaging week after the paper freezes, so the supplement is a parallel product with its own owner from February, or it is a casualty.
What the same-day rule changes in practice
| Old two-deadline habit | Same-day reality |
|---|---|
| "Ship the paper, then render videos next week" | Videos render while the paper is still being edited — reserve machines for both |
| Supplement absorbs deadline-night leftovers | Anything unfinished at the deadline simply does not exist for reviewers |
| Code scrubbed after the PDF freezes | Identity scan runs on paper and archive the same night |
| Supplement pointers checked at leisure | "See Suppl. C" written on deadline day points at a section that must already exist |
Practical rule: the supplement's content list is frozen when the paper's section structure freezes (about two weeks out), and from then on the archive only executes that list.
Division of labor with the 8 pages
The body must stand alone for a reviewer who never opens the archive; the supplement rewards the reviewer who does. Sort content by the question it answers:
- "Is the claim true?" → body, always: headline tables, the decisive ablation, the honest limitation.
- "Is it true broadly?" → supplement: full ablation grids, additional datasets, per-class or per-sequence breakdowns, sensitivity sweeps.
- "Can I see it?" → supplement, and this is where ICCV differs from text-first venues: qualitative galleries, uncurated sample grids, and video for anything temporal or 3D. State the selection rule in each caption ("validation images 1–12, no curation") — a stated rule is what separates evidence from advertising.
- "Could I rebuild it?" → supplement: configs, pseudo-code, dataset
preprocessing detail, plus the code package (
iccv-artifact-evaluation). - "Does the math hold?" → supplement appendix; vision reviewers spot-check derivations rather than read them linearly, so number every step they might jump to.
Never exile decision-critical content: a reviewer who must open a zip to learn how the method works will instead assume the worst and score accordingly.
Anonymity inside the archive
The archive is reviewed under full double-blind rules, and archives leak differently than PDFs:
# Same-night sweep across the whole supplement
unzip -l supplement.zip | grep -viE '^\s*(Archive|Length|----)' | grep -iE 'user|home|<labname>'
ffprobe -v quiet -show_format videos/main_comparison.mp4 | grep -i 'artist\|author\|comment'
grep -rniE 'wandb|slurm|/nfs/|@(gmail|edu)' code/ --include='*.py' --include='*.yaml' | head
exiftool figures/*.png 2>/dev/null | grep -i 'author\|copyright' | headVideo container tags, W&B entity names in configs, cluster paths in logs, and PNG metadata are the four leaks PDFs never taught you to check. Remember also the 2025 codebase rule: even inside the supplement, do not cite or link your public repository — include the scrubbed code itself and an availability sentence.
Show full SKILL.md (267 more words)Show less
Structure for a seven-minute visit
Reviewers give supplements minutes. Design entry points, not chapters:
supplement.zip
├── 00_INDEX.pdf # one page: what is where, mapped to paper claims
├── A_extended_results/ # grids continuing the body's table numbering
├── B_ablations/ # research question restated above each grid
├── C_failure_modes/ # taxonomy first, examples second
├── D_videos/
│ └── INDEX.txt # clip → claim → timestamp of the money moment
├── E_implementation/ # configs, preprocessing, hyperparameter tables
└── F_code/ # see iccv-artifact-evaluation for packaging barTwo conventions repay their cost every review: continue the paper's numbering (Suppl. Table 9 follows body Table 8, so discussion-week comments are unambiguous), and put the single most persuasive qualitative result first in the video index — a reviewer who watches one clip should watch your best.
Failure gallery: the credibility purchase
An ICCV supplement with zero failure cases reads as curated, and vision reviewers are the world's most practiced detectors of cherry-picking. Budget a failure section with a two-level taxonomy (when it fails; why it fails there) and cross-reference it from the body's limitations paragraph. This is the cheapest credibility available at the venue: it costs one page of the archive and no page of the paper.
Recurring archive defects
- Dangling body pointers ("Suppl. G") after a late reorganization — grep the
final PDF for
Suppland resolve each against00_INDEX. - Config dumps contradicting the body's stated hyperparameters because one was updated post-freeze — regenerate both from one source of truth.
- Videos that only play in one player — test the archive on a machine that never touched your toolchain.
- A 300 MB gallery where 30 MB of curated depth would review better — size limits for 2025 were not verifiable (待核实), so design for a strict cap.
- Third-party assets carrying their authors' watermarks into your anonymous archive.
Reverify each cycle
- Whether the unified deadline persists in 2027 or the supplement regains its own date.
- Size caps and permitted formats (待核实 even for 2025).
- Any change to the do-not-cite-your-repo wording.
Output format
[Supplement verdict] ship / fix-first
[Parallel production] owner named · render slots reserved: yes/no
[Placement audit] decision-critical content in archive: none / <move list>
[Leak sweep] paths · video tags · configs · image metadata: clean?
[Navigation] index present · numbering continues body · best clip first
[Pointer resolution] body references resolving: n/m© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in ICCV-Skills/skills/iccv-supplementary of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Iccv Supplementary next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Iccv Supplementary this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Production Auditaffaan-m/ECC | 277k | 1 repos | ~1.9k | Automated safety check: Pass | MIT | |
| Aims Auditalirezarezvani/claude-skills | 28k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Geo Auditsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.4k | Automated safety check: Notes | MIT | |
| OmniRoute Audit and Policy CLIdiegosouzapw/OmniRoute | 75k | — | ~733 | Automated safety check: Pass | MIT | |
| Audit Preparationsickn33/agentic-awesome-skills | 47k | 1 repos | ~5.3k | Automated safety check: Pass | MIT |
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Questions about Iccv Supplementary
What does Iccv Supplementary do?
A skill your agent uses when planning or auditing ICCV supplementary material under the same-day paper-plus-supplement deadline, covering what moves out of the 8-page body, parallel production of…. Iccv Supplementary is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when planning or auditing ICCV supplementary material under the same-day paper-plus-supplement deadline, covering what moves out of the 8-page body, parallel production of videos and code from February onward, double-blind hygiene inside the archive, and making depth material navigable for reviewers who choose to open it.
When should I use Iccv Supplementary?
Iccv Supplementary fits situations like: auditing ICCV supplementary material under the same-day paper-plus-supplement deadline; covering what moves out of the 8-page body; parallel production of videos and code from February onward; double-blind hygiene inside the archive.
How do I install Iccv Supplementary in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a claude-code`. Or copy the skill folder (ICCV-Skills/skills/iccv-supplementary in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/iccv-supplementary in your project. Claude Code loads it when a task matches its description.
How do I install Iccv Supplementary in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a codex`. Or copy the skill folder (ICCV-Skills/skills/iccv-supplementary in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/iccv-supplementary in your project. Codex loads it when a task matches its description.
Can I use Iccv Supplementary in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill iccv-supplementary -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/iccv-supplementary, .gemini/skills/iccv-supplementary, .github/skills/iccv-supplementary and .opencode/skills/iccv-supplementary in your project.
What does Iccv Supplementary need to run?
Going by SKILL.md and its folder, Iccv Supplementary needs the command-line tools its instructions call (ffprobe).
Does Iccv Supplementary access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Iccv Supplementary safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Iccv Supplementary use?
Iccv Supplementary is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Iccv Supplementary use?
About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Iccv Supplementary?
Skills that share tags, products or a category with Iccv Supplementary: Production Audit (affaan-m/ECC, 277k stars), Aims Audit (alirezarezvani/claude-skills, 28k stars), Geo Audit (sickn33/agentic-awesome-skills, 47k stars) and OmniRoute Audit and Policy CLI (diegosouzapw/OmniRoute, 75k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Iccv Supplementary?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.