Sandbox Bench
vercel/next.js
Benchmark React or Next.js changes on Vercel Sandbox VMs with paired A/B statistics: react PR/commit vs base, or Next.js PR/commit vs base, measured end-to-end through the bench/render-pipeline app…
A skill your agent uses when you need to measure per-phase memory allocation statistics to investigate memory usage.
$ npx skills add coreos/chunkah --skill alloc-tracker -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install coreos/chunkah alloc-tracker --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/coreos/chunkah.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/alloc-tracker .claude/skills/alloc-tracker && 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 "alloc-tracker" agent skill from https://github.com/coreos/chunkah/tree/main/.agents/skills/alloc-tracker into .claude/skills/alloc-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "alloc-tracker", 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/coreos/chunkah/tree/main/.agents/skills/alloc-trackerType 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 coreos/chunkah --skill alloc-tracker -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install coreos/chunkah alloc-tracker --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coreos/chunkah.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/alloc-tracker .agents/skills/alloc-tracker && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "alloc-tracker" agent skill from https://github.com/coreos/chunkah/tree/main/.agents/skills/alloc-tracker into .agents/skills/alloc-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "alloc-tracker", 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 coreos/chunkah --skill alloc-tracker -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install coreos/chunkah alloc-tracker --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coreos/chunkah.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/alloc-tracker .cursor/skills/alloc-tracker && 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 "alloc-tracker" agent skill from https://github.com/coreos/chunkah/tree/main/.agents/skills/alloc-tracker into .cursor/skills/alloc-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "alloc-tracker", 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/coreos/chunkah.git --path .agents/skills/alloc-tracker--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 coreos/chunkah --skill alloc-tracker -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install coreos/chunkah alloc-tracker --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coreos/chunkah.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/alloc-tracker .gemini/skills/alloc-tracker && 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 "alloc-tracker" agent skill from https://github.com/coreos/chunkah/tree/main/.agents/skills/alloc-tracker into .gemini/skills/alloc-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "alloc-tracker", 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 coreos/chunkah alloc-trackerInstalls 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 coreos/chunkah --skill alloc-tracker -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/coreos/chunkah.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/alloc-tracker .github/skills/alloc-tracker && 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 "alloc-tracker" agent skill from https://github.com/coreos/chunkah/tree/main/.agents/skills/alloc-tracker into .github/skills/alloc-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "alloc-tracker", 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 coreos/chunkah --skill alloc-tracker -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install coreos/chunkah alloc-tracker --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/coreos/chunkah.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/alloc-tracker .opencode/skills/alloc-tracker && 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 "alloc-tracker" agent skill from https://github.com/coreos/chunkah/tree/main/.agents/skills/alloc-tracker into .opencode/skills/alloc-tracker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "alloc-tracker", 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.
alloc-trackerA skill your agent uses when you need to measure per-phase memory allocation statistics to investigate memory usage.
Alloc Tracker is an agent skill from coreos/chunkah. Use when you need to measure per-phase memory allocation statistics to investigate memory usage.
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Data & Analytics, covering Statistics. The repository describes itself as: An OCI building tool for content-based layers. The licence is Apache-2.0.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 780bcd2. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
justFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
crates.ioFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Alloc Tracker loads about 526 tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 125 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.
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.
The full file from coreos/chunkah at commit 780bcd2, republished under its Apache-2.0 licence (© coreos). 125 words, ~526 tokens.
.claude/skills/alloc-tracker/SKILL.md (or your agent's skills folder).Use the alloc_tracker crate to measure per-phase allocation statistics. This is useful for identifying which phases of the pipeline allocate the most memory.
Note: the numbers are cumulative allocations (not peak live memory). Use
/usr/bin/time -v to measure peak RSS, or just heaptrack for detailed
heap profiling.
Note: print to stderr (eprint!), not stdout, since stdout carries the OCI
archive.
In Cargo.toml:
[features]
alloc_tracker = ["dep:alloc_tracker"]
[dependencies]
alloc_tracker = { version = "0.5", optional = true }In src/main.rs (after imports):
#[cfg(feature = "alloc_tracker")]
#[global_allocator]
static ALLOCATOR: alloc_tracker::Allocator<std::alloc::System> =
alloc_tracker::Allocator::system();In src/cmd_build.rs, create a session and wrap phases in spans:
#[cfg(feature = "alloc_tracker")]
let alloc_session = alloc_tracker::Session::new();
let files = {
#[cfg(feature = "alloc_tracker")]
let _span = alloc_session.operation("scan").measure_process();
// ... scan code ...
};
// ... repeat for components, packing, oci_build ...
#[cfg(feature = "alloc_tracker")]
eprint!("{}", alloc_session.to_report());just buildimg --no-chunk --features alloc_tracker
just split $IMGThis prints a table like:
| Operation | Mean bytes | Mean count |
|------------|------------|------------|
| components | 252055871 | 1049679 |
| oci_build | 29006550 | 1106100 |
| packing | 9073500 | 3033 |
| scan | 99375505 | 607710 |Remove the alloc_tracker dependency, feature, global allocator, and
instrumentation spans before committing. These are for local investigation
only.
© coreos, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/alloc-tracker of coreos/chunkah.
Open the folder on GitHubat commit 780bcd2
Alloc Tracker 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 |
|---|---|---|---|---|---|---|
| Alloc Tracker this skillcoreos/chunkah | 148 | — | ~526 | Automated safety check: Pass | Apache-2.0 | |
| Sandbox Benchvercel/next.js | 143k | — | ~4.1k | Automated safety check: Pass | MIT | |
| Statistical Analysisspacering-net/codeg | 3.8k | 4 repos | ~5k | Automated safety check: Pass | MIT | |
| StatsmodelszLanqing/codex-claude-academic-skills | 4.6k | 16 repos | ~4.9k | Automated safety check: Pass | BSD-3-Clause | |
| Statistical Powerspacering-net/codeg | 3.8k | 2 repos | ~3.6k | Automated safety check: Notes | MIT | |
| AI Daily DigestvigorX777/ai-daily-digest | 1.6k | — | ~1.3k | Automated safety check: Pass | None |
vercel/next.js
Benchmark React or Next.js changes on Vercel Sandbox VMs with paired A/B statistics: react PR/commit vs base, or Next.js PR/commit vs base, measured end-to-end through the bench/render-pipeline app…
spacering-net/codeg
Guided statistical analysis for research data - test selection, assumption checking, effect sizes, power analysis, Bayesian alternatives, and APA-formatted reporting.
zLanqing/codex-claude-academic-skills
Statistical models library for Python. An agent skill from zLanqing/codex-claude-academic-skills.
spacering-net/codeg
Sample-size and statistical power calculations for planning studies.
vigorX777/ai-daily-digest
Fetches RSS feeds from 90 top Hacker News blogs (curated by Karpathy), uses AI to score and filter articles, and generates a daily digest in Markdown with Chinese-translated titles, category…
higress-group/higress
Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage.
coreos/chunkah
Polish raw GitHub release notes into user-impact-focused summaries.
coreos/chunkah
A skill your agent uses when you need to extract an OCI archive to inspect its contents, get the rootfs layer, or read the image config.
coreos/chunkah
Benchmark chunkah packing algorithm changes against a series of OCI images.
Categories
A skill your agent uses when you need to measure per-phase memory allocation statistics to investigate memory usage. Alloc Tracker is an agent skill from coreos/chunkah. Use when you need to measure per-phase memory allocation statistics to investigate memory usage.
Alloc Tracker fits situations like: you need to measure per-phase memory allocation statistics to investigate memory usage; tasks that involve Statistics.
Run `npx skills add coreos/chunkah --skill alloc-tracker -a claude-code`. Or copy the skill folder (.agents/skills/alloc-tracker in coreos/chunkah) into .claude/skills/alloc-tracker in your project. Claude Code loads it when a task matches its description.
Run `npx skills add coreos/chunkah --skill alloc-tracker -a codex`. Or copy the skill folder (.agents/skills/alloc-tracker in coreos/chunkah) into .agents/skills/alloc-tracker in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add coreos/chunkah --skill alloc-tracker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/alloc-tracker, .gemini/skills/alloc-tracker, .github/skills/alloc-tracker and .opencode/skills/alloc-tracker in your project.
Going by SKILL.md and its folder, Alloc Tracker needs the command-line tools its instructions call (just).
SKILL.md names 1 domain. As links in the text: crates.io. This is read from the text; nothing was executed.
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.
Alloc Tracker is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 526 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Alloc Tracker: Sandbox Bench (vercel/next.js, 143k stars), Statistical Analysis (spacering-net/codeg, 3.8k stars), Statsmodels (zLanqing/codex-claude-academic-skills, 4.6k stars) and Statistical Power (spacering-net/codeg, 3.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
coreos (a GitHub organization) maintains it in coreos/chunkah, which has 148 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 5, 2026.
Source: coreos/chunkah on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.