Arcgis To Portaljs
datopian/portaljs
Migrate a whole ArcGIS Hub site into a PortalJS Arc portal end-to-end.
Build and publish Bactopia's version-pinned datasets to Cloudflare R2.
$ npx skills add bactopia/bactopia --skill update-datasets -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install bactopia/bactopia update-datasets --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/bactopia/bactopia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/update-datasets .claude/skills/update-datasets && 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 "update-datasets" agent skill from https://github.com/bactopia/bactopia/tree/master/.agents/skills/update-datasets into .claude/skills/update-datasets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-datasets", 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/bactopia/bactopia/tree/master/.agents/skills/update-datasetsType 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 bactopia/bactopia --skill update-datasets -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install bactopia/bactopia update-datasets --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bactopia/bactopia.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/update-datasets .agents/skills/update-datasets && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "update-datasets" agent skill from https://github.com/bactopia/bactopia/tree/master/.agents/skills/update-datasets into .agents/skills/update-datasets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-datasets", 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 bactopia/bactopia --skill update-datasets -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install bactopia/bactopia update-datasets --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bactopia/bactopia.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/update-datasets .cursor/skills/update-datasets && 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 "update-datasets" agent skill from https://github.com/bactopia/bactopia/tree/master/.agents/skills/update-datasets into .cursor/skills/update-datasets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-datasets", 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/bactopia/bactopia.git --path .agents/skills/update-datasets--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 bactopia/bactopia --skill update-datasets -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install bactopia/bactopia update-datasets --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bactopia/bactopia.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/update-datasets .gemini/skills/update-datasets && 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 "update-datasets" agent skill from https://github.com/bactopia/bactopia/tree/master/.agents/skills/update-datasets into .gemini/skills/update-datasets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-datasets", 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 bactopia/bactopia update-datasetsInstalls 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 bactopia/bactopia --skill update-datasets -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/bactopia/bactopia.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/update-datasets .github/skills/update-datasets && 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 "update-datasets" agent skill from https://github.com/bactopia/bactopia/tree/master/.agents/skills/update-datasets into .github/skills/update-datasets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-datasets", 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 bactopia/bactopia --skill update-datasets -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install bactopia/bactopia update-datasets --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/bactopia/bactopia.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/update-datasets .opencode/skills/update-datasets && 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 "update-datasets" agent skill from https://github.com/bactopia/bactopia/tree/master/.agents/skills/update-datasets into .opencode/skills/update-datasets/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-datasets", 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.
update-datasetsBuild and publish Bactopia's version-pinned datasets to Cloudflare R2.
Update Datasets is an agent skill from bactopia/bactopia. Build and publish Bactopia's version-pinned datasets to Cloudflare R2. Currently implements the AMRFinder+ database. It verifies the amrfinderplus module is at the latest bioconda version, rebuilds amrfinderplus.tar.gz inside the module's pinned container, and (after confirmation) uploads it via rclone to datasets/v<version/amrfinderplus.tar.gz. Use when asked to update datasets, rebuild the amrfinderplus database, publish a dataset bundle, refresh the version-pinned datasets, or prepare datasets for a release.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/build-amrfinderplus-db.sh`).
It works with Cloudflare R2. The repository describes itself as: A flexible pipeline for complete analysis of bacterial genomes. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 29fb741. 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.
Ships 1 file in scripts/ (Shell), which the agent can run.
Shell commands in SKILL.md call:
bashcurlFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
datasets.bactopia.comFrom 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.
Update Datasets loads about 1.3k tokens when it runs. Until then it costs about 133 tokens; SKILL.md has 483 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); the scripts in this folder are not scanned.
The full file from bactopia/bactopia at commit 29fb741, republished under its MIT licence (© bactopia). 483 words, ~1,289 tokens.
.claude/skills/update-datasets/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Build and publish Bactopia's version-pinned datasets to Cloudflare R2.
bactopia datasets downloads bundles from https://datasets.bactopia.com/datasets/.
Most bundles are shared across releases, but a few are pinned to the pipeline
version. The only version-pinned dataset today is AMRFinder+
(conf/params.config: amrfinderplus_url = ".../datasets/v${params.bactopia_version}/amrfinderplus.tar.gz"),
so this skill implements that path concretely; the name stays generic for future
version-pinned datasets.
The publish version is versions.yml's bactopia value, and the R2 layout is
datasets/v<version>/amrfinderplus.tar.gz. The tool version that builds the
database must equal the version the pipeline pins (an outdated binary can
produce a database the pinned binary cannot load), so the skill hard-gates on
the amrfinderplus module being current before building. This skill is the sole
owner of the build recipe — the old modules/amrfinderplus/update/ module that
carried it was removed.
Currency gate (hard stop). Confirm the module tool is the latest bioconda release before building:
bash .agents/skills/update-module/scripts/run-bactopia-update.sh \
--bactopia-path /home/rpetit3/repos/bactopia/bactopia --module amrfinderplus --json --silentParse the entry whose tool == "ncbi-amrfinderplus".
needs_update == true -> STOP. Tell the user to run /update-module
(bumps modules/amrfinderplus/run/module.config), then re-run this skill.
Do not build against a stale version.latest_version == null (API failure) -> STOP and report the failure.needs_update == false -> proceed.Build. Rebuild the database in the module's pinned container:
bash .agents/skills/update-datasets/scripts/build-amrfinderplus-db.sh \
--bactopia-path /home/rpetit3/repos/bactopia/bactopiaAdd --runtime singularity if the user asks or docker is unavailable. This
downloads the latest NCBI database and produces the tarball; expect it to take
several minutes and hundreds of MB. The script reads the container image from
modules/amrfinderplus/run/module.config, so version bumps flow automatically.
Report the build. Show the script's summary fields (tarball path, sha256, tool version, database version). Read the publish version:
awk '/^bactopia:/{print $2}' /home/rpetit3/repos/bactopia/bactopia/versions.ymlThe R2 key is datasets/v<version>/amrfinderplus.tar.gz.
Upload (gated behind explicit confirmation). The rclone destination base
is bactopia-r2:bactopia (remote bactopia-r2, bucket bactopia);
$BACTOPIA_R2_DEST overrides it if set. The public URL
https://datasets.bactopia.com/datasets/... maps to
bactopia-r2:bactopia/datasets/..., so the full key is
<base>/datasets/v<version>/amrfinderplus.tar.gz.
rclone lsd bactopia-r2:bactopia. On failure, report
it and fall back to printing the manual command below — do not upload.rclone copyto "<tarball>" "bactopia-r2:bactopia/datasets/v<version>/amrfinderplus.tar.gz" --s3-no-check-bucket --progress--s3-no-check-bucket is required: R2 API tokens cannot CreateBucket,
which rclone otherwise attempts before the first upload and fails with a
403 AccessDenied. The bucket already exists, so skip the check.copyto overwrites an existing key, so
re-publishing a version is idempotent.Verify publication. After upload, confirm the public URL resolves:
curl -s -o /dev/null -w '%{http_code}' -I "https://datasets.bactopia.com/datasets/v<version>/amrfinderplus.tar.gz"200 -> published (this is exactly /release-checklist check 15's sentinel).
Report the HTTP code.
/update-module's run-bactopia-update.sh; the build
image is read from modules/amrfinderplus/run/module.config, so a version bump
there is picked up without editing this skill./update-module — the currency gate's remediation (step 1)./release-checklist — check 15 probes this exact bundle and recommends this
skill when it 404s.© bactopia, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (scripts) in .agents/skills/update-datasets of bactopia/bactopia.
Open the folder on GitHubat commit 29fb741
Update Datasets 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 |
|---|---|---|---|---|---|---|
| Update Datasets this skillbactopia/bactopia | 522 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Arcgis To Portaljsdatopian/portaljs | 2.4k | — | ~2k | Automated safety check: Pass | MIT | |
| S3 Exploreduckdb/duckdb-skills | 599 | 1 repos | ~848 | Automated safety check: Notes | MIT | |
| Portaljs Add Geodatopian/portaljs | 2.4k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Basincloudflare/skills | 3k | 1 repos | ~684 | Automated safety check: Pass | Apache-2.0 | |
| Audio To SubtitlesbozhouDev/video-skills-toolkit | 149 | — | ~1.9k | Automated safety check: Notes | MIT |
datopian/portaljs
Migrate a whole ArcGIS Hub site into a PortalJS Arc portal end-to-end.
duckdb/duckdb-skills
Explore and query data on S3, Cloudflare R2, GCS, MinIO, or any S3-compatible storage.
datopian/portaljs
Auto-ingest a geospatial file (GeoJSON, Shapefile, GeoPackage, KML/KMZ, FlatGeobuf, CSV-with-geometry) into a PortalJS portal on the user's own machine, with no server.
cloudflare/skills
Build and troubleshoot Cloudflare Basin analytics workflows with Basin Pipelines, Basin Catalog, and Basin SQL.
bozhouDev/video-skills-toolkit
Convert local audio/video files or public media URLs into subtitle files by uploading local files to Cloudflare R2 and calling Volcengine AI MediaKit ASR subtitles API.
matthiasn/lotti
Build, debug, extend, localize, or publish the automated tutorial videos — the workbench that drives the real Linux app under Xvfb (virtual mic, live Voxtral transcription, task-agent proposals)…
bactopia/bactopia
Scaffold a complete Bactopia Tool across all three tiers -- module, subworkflow, and workflow entry point under workflows/bactopia-tools/.
bactopia/bactopia
Propagate the Bactopia and nf-bactopia versions declared in versions.yml into the hand-maintained files that carry a literal version (conf/testbase.config, CITATION.cff, bin/bactopia…
bactopia/bactopia
Regenerate nextflow.config and nextflowschema.json for Bactopia workflows by running bactopia-merge-schemas.
bactopia/bactopia
Show a live snapshot of the Bactopia project state — component counts, GroovyDoc coverage, nf-test coverage, and structural issues.
bactopia/bactopia
Audit whether Bactopia is ready for a version release and produce a GO / NO-GO recommendation report.
bactopia/bactopia
Review citation integrity across data/citations.yml and @citation tags using bactopia-citations --validate.
Works with
Build and publish Bactopia's version-pinned datasets to Cloudflare R2. Update Datasets is an agent skill from bactopia/bactopia. Build and publish Bactopia's version-pinned datasets to Cloudflare R2.
Update Datasets fits situations like: asked to update datasets; rebuild the amrfinderplus database; publish a dataset bundle; refresh the version-pinned datasets.
Run `npx skills add bactopia/bactopia --skill update-datasets -a claude-code`. Or copy the skill folder (.agents/skills/update-datasets in bactopia/bactopia) into .claude/skills/update-datasets in your project. Claude Code loads it when a task matches its description.
Run `npx skills add bactopia/bactopia --skill update-datasets -a codex`. Or copy the skill folder (.agents/skills/update-datasets in bactopia/bactopia) into .agents/skills/update-datasets 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 bactopia/bactopia --skill update-datasets -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/update-datasets, .gemini/skills/update-datasets, .github/skills/update-datasets and .opencode/skills/update-datasets in your project.
Going by SKILL.md and its folder, Update Datasets needs a shell for the scripts in its folder and the command-line tools its instructions call (bash and curl). Our summary lists: A Bash shell; Docker.
SKILL.md names 1 domain. In commands or code: datasets.bactopia.com; the agent is likely to contact it when it follows the instructions. 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Update Datasets is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.2k 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 Update Datasets: Arcgis To Portaljs (datopian/portaljs, 2.4k stars), S3 Explore (duckdb/duckdb-skills, 599 stars), Portaljs Add Geo (datopian/portaljs, 2.4k stars) and Basin (cloudflare/skills, 3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
bactopia (a GitHub organization) maintains it in bactopia/bactopia, which has 522 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on August 5, 2026.
Source: bactopia/bactopia on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.