Agent skill

Release Checklist

by bactopia in bactopia/bactopia

Audit whether Bactopia is ready for a version release and produce a GO / NO-GO recommendation report.

MITAuto-check passedProduct & Project Management

Install Release Checklist

skills CLI
$ npx skills add bactopia/bactopia --skill release-checklist -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install bactopia/bactopia release-checklist --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/bactopia/bactopia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/release-checklist .claude/skills/release-checklist && rm -rf skills-src

Use ~/.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/

Facts

Skill name
release-checklist
GitHub stars
522
Token cost
~4.9k tokens
SKILL.md length
2,017 words
Files
3 (incl. scripts)
Skills in repo
15
Repo updated
First seen
Licence
MIT

At a glance

Audit whether Bactopia is ready for a version release and produce a GO / NO-GO recommendation report.

  • Works in 12 steps: Version consistency (delegated to… → Module tool versions (offline — reads… → Workflow config/schema freshness… → …
  • Asks about release readiness
  • SKILL.md covers Hard constraints — read first, Version model (why the checks…, Preamble and Run the checks, plus 2 more sections
  • Runs Python scripts from its folder; calls bash, just and gh; reaches datasets.bactopia.com

What it does

Release Checklist is an agent skill from bactopia/bactopia. Audit whether Bactopia is ready for a version release and produce a GO / NO-GO recommendation report. Read-only — never commits, pushes, tags, edits issues, or regenerates tracked files. Use this whenever the user asks about release readiness, cutting a release, a release checklist, whether we can ship/tag a new version, pre-release audit, or "are we ready to release" — even if they don't say the word "checklist". Covers version consistency across bactopia/bactopia-py/nf-bactopia, nf-bactopia plugin pin +…

Its SKILL.md is about 4.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including scripts (for example `evals/evals.json` and `scripts/release_audit.py`).

It sits in Product & Project Management, covering Feature launches and release readiness. It works with Nextflow. The repository describes itself as: A flexible pipeline for complete analysis of bacterial genomes. The licence is MIT.

When your agent uses it

  • Asks about release readiness
  • Cutting a release
  • A release checklist
  • Whether we can ship/tag a new version

Example prompts

  • “are we ready to release”
  • “t say the word”
  • “/release-checklist”

Requirements

  • Python 3

Workflow steps

12 steps, taken from the step headings in SKILL.md.

  1. Version consistency (delegated to bactopia-lint)
  2. Module tool versions (offline — reads the /update-module record)
  3. Workflow config/schema freshness (read-only diff)
  4. Catalog & llms.txt freshness (read-only diff)
  5. Docs-site (bactopia.io) version state
  6. Docs sync (.agents/docs)
  7. Citations integrity
  8. GroovyDoc / lint
  9. Python lint (bactopia-py)
  10. Test-run freshness (never launches a run)
  11. nf-bactopia plugin currency (bactopia-lint V003)
  12. Sibling repo release state

What it can do on your machine

Read from SKILL.md and the folder at commit 29fb741. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • bash
    • just
    • gh
    • go
    • git
    • python3
    • curl
    • python

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • datasets.bactopia.com

    Also links to:

    • bactopia.io

    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

Release Checklist loads about 4.9k tokens when it runs. Until then it costs about 183 tokens; SKILL.md has 2,017 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~183
When it runs · the whole SKILL.md, loaded when a task matches
~4.9k

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); the scripts in this folder are not scanned.

SKILL.md

The full file from bactopia/bactopia at commit 29fb741, republished under its MIT licence (© bactopia). 2,017 words, ~4,854 tokens.

Download SKILL.mdSave it as .claude/skills/release-checklist/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
release-checklist
description
Audit whether Bactopia is ready for a version release and produce a GO / NO-GO recommendation report. Read-only — never commits, pushes, tags, edits issues, or regenerates tracked files. Use this whenever the user asks about release readiness, cutting a release, a release checklist, whether we can ship/tag a new version, pre-release audit, or "are we ready to release" — even if they don't say the word "checklist". Covers version consistency across bactopia/bactopia-py/nf-bactopia, nf-bactopia plugin pin + template drift, module tool-version bumps, workflow config/schema and catalog freshness, docs/citations/GroovyDoc/lint validators, recent test-run status, CHANGELOG completeness, and open-issue triage.

Release Checklist

Audit whether Bactopia is ready to cut a version release and produce a recommendation report. This is a multi-repo, audit-only skill: it reads bactopia, bactopia-py, nf-bactopia, and the docs-site bactopia.github.io (published at https://bactopia.io), plus GitHub issues, and synthesizes a GO / NO-GO report.

Hard constraints — read first

  • Audit-only. Never mutate anything. No git commit/push/tag, no gh issue edit/comment/close, no edits to any tracked source file, no running the config/catalog/schema regenerators against the repo. The only write is the report file under logs/ and scratch files under a mktemp dir.
  • Every regeneration check writes to a temp dir and diffs — it never overwrites tracked nextflow.config / nextflow_schema.json / catalog.json / llms.txt.
  • Report, don't fix. When a check finds drift, record it and recommend the follow-up skill (e.g. /update-catalog, /merge-schemas, /update-module). Do not apply the fix here.

Version model (why the checks look where they do)

The Bactopia pipeline version and the nf-bactopia plugin pin are declared in versions.yml at the pipeline repo root (keys bactopia: and nf-bactopia:). bactopia-merge-schemas reads them and renders every workflow's nextflow.config from the bactopia-py template, and bactopia-catalog reads them for catalog.json, so the main repo's nextflow.config and catalog.json versions are generated artifacts. versions.yml is the version source of truth; bactopia-lint's repo rules (V001/V002/V003) enforce that every version-bearing file, the CHANGELOG heading, and the plugin pin agree with it. CITATION.cff, bin/bactopia, and data/conda/meta.yaml carry hand-maintained literals that must be bumped to match and are frequent laggards.

Preamble

Resolve paths and a timestamp (from the bash tool):

BP=/home/rpetit3/repos/bactopia/bactopia
PY=$BP/../bactopia-py
NFB=$BP/../nf-bactopia
DOCS=$BP/../bactopia.github.io
TS=$(date +%Y%m%d_%H%M%S)
AUDIT=$(mktemp -d)          # scratch dir for read-only regen diffs

If a sibling repo path does not exist, run its checks in "skipped (repo not found)" mode and note it — never error out.

Run the checks

Present each result; never fix. Numbers below are the report's check IDs.

1. Version consistency (delegated to bactopia-lint)

Version-bearing file consistency is enforced by bactopia-lint's repo rules, not re-implemented in this skill. Run bactopia-lint once — the same run feeds checks 8 and 11 — and read the repo-tier results:

bash .agents/skills/review-groovydoc/scripts/run-bactopia-lint.sh --bactopia-path $BP --json --silent

Parse the repo component's results[] for rule IDs starting with V:

  • V001 (FAIL): a version-bearing file disagrees with versions.yml — nextflow.config, catalog.json, bin/bactopia, data/conda/meta.yaml, CITATION.cff, or any *.config bactopia_version / nf-bactopia@ pin. Module/subworkflow test configs inherit both from conf/test_base.config, so that single file is the usual test-side offender (not the ~180 individual test configs). The message groups offenders by value.
  • V002 (FAIL): versions.yml: bactopia ≠ the top ## vX.Y.Z CHANGELOG heading (disagreement on what's being released).
  • Passing rules are not listed individually (PASS components have empty results[]); absence of a V-FAIL means clean.
  • Any V001/V002 FAIL ⇒ check 1 = FAIL. Fixes: regenerate configs (/merge-schemas + /update-catalog), hand-bump CITATION.cff / bin/bactopia / data/conda/meta.yaml, and bump bactopia_version in conf/test_base.config (the single source for every module/subworkflow test config).
  • Staleness guard: the lint JSON MUST contain a repo component. If it does not, bactopia-py predates the version rules and the core version gate could not run — this is a FAIL (never a false PASS): report "version rules V001–V003 not loaded; update bactopia-py" and treat the release as NO-GO until re-audited with current tooling.

The deterministic engine is run once and feeds checks 2, 12, 13:

python3 .agents/skills/release-checklist/scripts/release_audit.py --bactopia-path $BP --json

It returns sibling_release_state (check 12), changelog (check 13), module_updates (check 2), and warnings[] — surface any warnings.

2. Module tool versions (offline — reads the /update-module record)

This check does not hit the network. bactopia-update queries the Anaconda API for ~100 modules (~2 min), so the audit never runs it — instead it reads the record that /update-module leaves under logs/module-updates/<TS>.json. The engine's module_updates field carries the result:

  • present: false ⇒ FAIL (blocking → NO-GO): no module-version check is on record for this cycle. Recommend: run /update-module (which writes the record) and then re-run /run-tests, before re-auditing. This is a hard release gate — do not hand-wave it.
  • present: true:
    • module_config_changed_after: true ⇒ WARN: module.config files changed after the record was written, so it is stale — re-run /update-module.
    • needs_update > 0 ⇒ WARN: that many modules have newer tool versions available — run /update-module to apply them.
    • otherwise ⇒ PASS: module versions were checked at log_timestamp; the needs_user_review count is informational (multi-package modules needing manual review).

Report log_timestamp, needs_update, needs_user_review, and up_to_date from the record. Never edit configs and never call bactopia-update from this skill.

3. Workflow config/schema freshness (read-only diff)

For each of the 4 named workflows — bactopia, teton, staphopia, cleanyerreads (paths from catalog.json.workflows[<wf>].path) — regenerate into the scratch dir and diff against the committed copies:

bash .agents/skills/merge-schemas/scripts/run-bactopia-merge-schemas.sh \
    --bactopia-path $BP --wf <wf> --outdir $AUDIT/<wf>
diff $AUDIT/<wf>/nextflow.config  <committed nextflow.config for wf>
diff $AUDIT/<wf>/nextflow_schema.json <committed nextflow_schema.json for wf>

The scratch dir is empty, so --force is not needed and nothing tracked is touched. Any diff ⇒ the committed file is stale relative to current module schemas/template ⇒ recommend /merge-schemas. The root bactopia config round-trips cleanly, so a root diff usually means a module was added/removed without rewiring, or the template version was bumped without regenerating. Only extend to the ~66 bactopia-tools if the user explicitly asks ("all tools") — tool schemas are otherwise covered by their nf-tests.

4. Catalog & llms.txt freshness (read-only diff)
bash .agents/skills/update-catalog/scripts/run-bactopia-catalog.sh \
    --bactopia-path $BP --output $AUDIT/catalog.json --pretty --llms-output $AUDIT/llms.txt
diff $AUDIT/catalog.json $BP/catalog.json
diff $AUDIT/llms.txt     $BP/llms.txt

Any diff ⇒ stale ⇒ recommend /update-catalog.

5. Docs-site (bactopia.io) version state

In $DOCS (skip with a note if the repo is absent):

  • (a) version label — read versions.current.label in docusaurus.config.ts; compare to the release target. A lagging label is a WARN ("bump on release").
  • (b) changelog mirror — compare the top ## v<x.y.z> heading of docs/changelog.md to the main repo CHANGELOG.md top heading. A version mismatch is a WARN (mirror out of sync).
  • (c) plugin pins — V001 only scans the bactopia repo's *.config files, so the docs site is not covered by the linter. Grep it directly: grep -rn 'nf-bactopia@' "$DOCS" --include='*.md' --include='*.mdx' and flag any pin that lags versions.yml: nf-bactopia (currently developers/nf-bactopia/index.mdx pins 2.0.3). WARN.
6. Docs sync (.agents/docs)
bash .agents/skills/review-docs/scripts/run-bactopia-docs.sh --bactopia-path $BP --validate --json --silent

Record summary.fail. Any FAIL ⇒ recommend /review-docs.

7. Citations integrity
bash .agents/skills/review-citations/scripts/run-bactopia-citations.sh --bactopia-path $BP --validate --json --silent

Record summary.orphans_total and summary.missing_total. Either > 0 ⇒ recommend /review-citations. (expected_orphans are informational, not failures.)

8. GroovyDoc / lint

Reuse the bactopia-lint run from check 1 (do not run it twice). Count component FAIL results — module (M0xx/MC0xx), subworkflow (S0xx), workflow (W0xx) — and exclude the repo-tier V0xx rules, which are reported under checks 1 and 11. Any component FAIL ⇒ recommend /review-groovydoc.

9. Python lint (bactopia-py)

Run the configured ruff linter in $PY (prefer the justfile recipe, fall back to ruff directly):

cd $PY && just lint    # == poetry run ruff check .  ; fallback: ruff check .

Interpret the exit: lint findings (ruff reports violations) ⇒ FAIL recommending a ruff pass in bactopia-py. But distinguish "linter unavailable" from "lint failed": if neither just nor ruff is installed/resolvable in $PY (command-not-found, or just lint errors because the poetry env isn't set up), report SKIP ("ruff not available in this environment"), never FAIL — a missing tool is not a release blocker.

10. Test-run freshness (never launches a run)

Test runs live under logs/run-tests/<timestamp>/ (written by /run-tests); bactopia-review-tests defaults to the newest one. An aborted run leaves a dir with no summary.json and the CLI errors on it, so pick the newest run dir that actually has a summary and review it explicitly:

LATEST_RUN=$(for d in $(ls -1dt "$BP"/logs/run-tests/[0-9]*/ 2>/dev/null); do [ -f "$d/summary.json" ] && basename "$d" && break; done)
bash .agents/skills/review-tests/scripts/run-bactopia-review-tests.sh --bactopia-path $BP --run "$LATEST_RUN" --silent

Also count how many logs/run-tests/[0-9]*/ dirs are newer than $LATEST_RUN but lack a summary.json — those are incomplete/aborted runs worth flagging.

Relay the reviewed run's pass/fail status. Then judge staleness: compare $LATEST_RUN's timestamp to the newest tracked-source commit (git -C $BP log -1 --format=%ct) and the working-tree dirty state (sibling_release_state.bactopia.dirty_files from the engine). Report stale if code changed after the run or the tree is dirty. Severity: a failing reviewed run ⇒ FAIL; a passing-but-stale run, or the presence of newer incomplete run dirs, ⇒ WARN recommending /run-tests; if no run dir has a summary.json at all ⇒ WARN ("no completed test run on record"). Never trigger a run from this skill.

Show full SKILL.md (805 more words)Show less
11. nf-bactopia plugin currency (bactopia-lint V003)

From the same lint run, read repo rule V003: versions.yml: nf-bactopia vs the nf-bactopia repo's build.gradle latest. A WARN means the declared pin lags the newest nf-bactopia release — surface it; adopting the newer plugin may be intentional, so it's a judgment call, not a hard block. PASS/absent = current. Per-config pin drift is already covered by V001 (check 1). If the nf-bactopia repo isn't checked out, V003 PASSes with a "cannot verify" note.

12. Sibling repo release state

From the engine's sibling_release_state: per repo (bactopia, bactopia-py, nf-bactopia) report latest_tag, commits_ahead, dirty_files, changelog_top, needs_release. Flag each repo with needs_release: true (WARN) — unreleased commits past its last tag mean it may need its own release before the pipeline release.

13. CHANGELOG completeness & concision

Model-judgment check using the engine's changelog data:

  • placeholder: true (codename "???" or a ? in the date) ⇒ FAIL (fill codename + date before release).
  • missing_section_for_target: true ⇒ FAIL (the declared target_version from versions.yml has no ## v<target> CHANGELOG section at all). Whether the top heading equals the target is V002's job (check 1).
  • Concision: the last git tag can predate multiple unreleased versions, so commits_since_tag may legitimately exceed top_section_bullets — do not treat that as an equality target. WARN only if top-section bullets are multi-sentence/verbose relative to peers, or the coverage gap looks like genuinely missing entries. Keep it qualitative; no bullet cap.
14. Open-issue triage
gh issue list --repo bactopia/bactopia --state open --limit 300 \
    --json number,title,labels,updatedAt
  • Exclude issues whose labels include the ignore label — default release-ignore, or whatever label the user names. If the label doesn't exist in the repo, nothing is filtered (no error). Report how many were excluded.
  • Report total open, the excluded count, and a breakdown by label.
  • Surface a shortlist (≤10) of likely release-relevant issues: labeled bug, referenced by #<number> in the top CHANGELOG section, or updated within ~30 days. For each, give a one-line address / postpone suggestion.
  • This check is INFO — it never changes the overall verdict on its own. Never edit, label, or comment on issues.
15. Version-pinned datasets published

bactopia datasets downloads pre-compiled bundles from https://datasets.bactopia.com/datasets/v<version>/, where <version> is the pipeline version from versions.yml. On a release the version is bumped before that version's bundle is uploaded, so the URL 404s and every dataset-dependent run — and the bactopia_datasets nf-test — fails. Probe the target version's bundle (read-only HEAD; the audit never uploads):

V=$(awk '/^bactopia:/{print $2}' $BP/versions.yml)
curl -s -o /dev/null -w '%{http_code}' -I "https://datasets.bactopia.com/datasets/v${V}/amrfinderplus.tar.gz"
  • HTTP 200 ⇒ PASS: the v<version> datasets are published.
  • Anything else (typically 404) ⇒ FAIL (blocking → NO-GO): the v<version> dataset bundle is not published. Publishing the versioned datasets is a required release step; until it lands, bactopia datasets 404s for users and the bactopia_datasets tests fail. The version-pinned amrfinderplus.tar.gz is a sufficient sentinel (other bundles like mash-refseq88... are not version-gated). Fix: run /update-datasets to rebuild amrfinderplus.tar.gz in the pinned container and publish it to bactopia-r2:bactopia/datasets/v<version>/.

Synthesize the report (the primary deliverable)

The report is produced two ways from the same content:

  1. Write the full report to $BP/logs/release-audit-$TS.md using the template below (all 15 checks, Blocking / Non-blocking sections, and a Details section per check with findings + the recommended follow-up skill). logs/ is the scratch/output dir; use a single timestamped file (not a logs/<TS>/ dir) so /review-tests' run-dir scan ignores it. If logs/ is unwritable, fall back to $AUDIT/release-audit-$TS.md and report that path.
  2. Present a condensed view in chat: the Overall verdict line, the Checklist table, and the Blocking-items list — then end with the saved path, e.g. Full report saved to: /home/rpetit3/repos/bactopia/bactopia/logs/release-audit-<TS>.md.
Report template
# Bactopia Release Readiness Audit — <TS>
**Target release:** v<versions.yml: bactopia>   **Overall: <GO | GO WITH CAVEATS | NO-GO>**

<one-paragraph rationale>

## Checklist
| # | Check | Status | Summary |
|---|-------|--------|---------|
| 1  | Version consistency          | <PASS/WARN/FAIL> | ... |
| 2  | Module tool versions         | ... | ... |
| 3  | Workflow configs & schemas   | ... | ... |
| 4  | Catalog & llms.txt freshness | ... | ... |
| 5  | Docs-site (bactopia.io) state| ... | ... |
| 6  | Docs sync (.agents/docs)     | ... | ... |
| 7  | Citations                    | ... | ... |
| 8  | GroovyDoc / lint             | ... | ... |
| 9  | Python lint (ruff)           | ... | ... |
| 10 | Test-run freshness           | ... | ... |
| 11 | nf-bactopia plugin currency  | ... | ... |
| 12 | Sibling repo release state   | ... | ... |
| 13 | CHANGELOG completeness       | ... | ... |
| 14 | Open issues                  | INFO | <N open, M excluded> |
| 15 | Version-pinned datasets      | <PASS/FAIL> | <v{version} bundle: 200 / 404> |

## Blocking items (must fix before release)
- ...

## Non-blocking / judgment items
- ...

## Details
### 1. Version consistency (bactopia-lint V001/V002)
<V001/V002 findings; fix = run `/bump-versions` (propagates versions.yml -> conf/test_base.config + CITATION.cff/bin/bactopia/meta.yaml), then regenerate generated artifacts with /merge-schemas + /update-catalog>
### 2. Module tool versions
...
Severity + overall verdict (deterministic — status is never a guess)
  • FAIL (blocking): check 1 — bactopia-lint V001 (a version-bearing file ≠ versions.yml) or V002 (versions.yml ≠ CHANGELOG top heading) reports FAIL, or the lint repo component is absent (version rules not loaded); CHANGELOG placeholder or missing_section_for_target (check 13); no /update-module record — module_updates.present == false (check 2); schema/config drift (check 3); catalog/llms drift (check 4); any component docs/citations/lint failure (checks 6–8); a ruff lint failure when ruff is available (check 9); a failing test run (check 10); the target-version dataset bundle is unpublished — datasets.bactopia.com/datasets/v<version>/ 404s (check 15).
  • WARN (non-blocking / judgment): pending module updates or a stale /update-module record (check 2); the declared nf-bactopia pin lags latest — V003 (check 11); a sibling repo with needs_release (check 12); docs-site label or changelog-mirror lag (checks 5a/5b); a passing-but-stale test run (check 10); a CHANGELOG concision concern (check 13).
  • PASS / SKIP / INFO: PASS = check clean; SKIP = a check that could not run (e.g. ruff not installed, check 9) — never a blocker; INFO = informational only (check 14). None of these force a caveat.
  • Overall = NO-GO if any FAIL; GO WITH CAVEATS if only WARN; GO if all PASS. Open issues (check 14) are INFO and never change the overall verdict on their own.

Notes

  • All run-bactopia-*.sh wrappers auto-discover their CLI (PATH → bactopia-dev conda env → bactopia-py → any bactopia-* env), so no env activation is needed.
  • --bactopia-path is always /home/rpetit3/repos/bactopia/bactopia.
  • The engine (release_audit.py) needs only git + the Python stdlib; it does not use conda or any bactopia-* CLI.

© bactopia, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files (scripts) in .agents/skills/release-checklist of bactopia/bactopia.

  • SKILL.md
  • evals/evals.json
  • scripts/release_audit.py

Open the folder on GitHubat commit 29fb741

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  • Bump Versions

    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…

    522 GitHub stars~1.3k tokensUpdated 2 mo ago
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  • Merge Schemas

    bactopia/bactopia

    Regenerate nextflow.config and nextflowschema.json for Bactopia workflows by running bactopia-merge-schemas.

    522 GitHub stars~1.3k tokensUpdated 2 mo ago
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  • Project Status

    bactopia/bactopia

    Show a live snapshot of the Bactopia project state — component counts, GroovyDoc coverage, nf-test coverage, and structural issues.

    522 GitHub stars~787 tokensUpdated 2 mo ago
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  • Review Citations

    bactopia/bactopia

    Review citation integrity across data/citations.yml and @citation tags using bactopia-citations --validate.

    522 GitHub stars~2.5k tokensUpdated 2 mo ago
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  • Review Docs

    bactopia/bactopia

    Review staleness of reference docs under .agents/docs/ using bactopia-docs --validate.

    522 GitHub stars~3.4k tokensUpdated 2 mo ago
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Works with

Questions about Release Checklist

What does Release Checklist do?

Audit whether Bactopia is ready for a version release and produce a GO / NO-GO recommendation report. Release Checklist is an agent skill from bactopia/bactopia. Audit whether Bactopia is ready for a version release and produce a GO / NO-GO recommendation report.

When should I use Release Checklist?

Release Checklist fits situations like: asks about release readiness; cutting a release; A release checklist; whether we can ship/tag a new version.

How do I install Release Checklist in Claude Code?

Run `npx skills add bactopia/bactopia --skill release-checklist -a claude-code`. Or copy the skill folder (.agents/skills/release-checklist in bactopia/bactopia) into .claude/skills/release-checklist in your project. Claude Code loads it when a task matches its description.

How do I install Release Checklist in Codex?

Run `npx skills add bactopia/bactopia --skill release-checklist -a codex`. Or copy the skill folder (.agents/skills/release-checklist in bactopia/bactopia) into .agents/skills/release-checklist in your project. Codex loads it when a task matches its description.

Can I use Release Checklist 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 bactopia/bactopia --skill release-checklist -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/release-checklist, .gemini/skills/release-checklist, .github/skills/release-checklist and .opencode/skills/release-checklist in your project.

What does Release Checklist need to run?

Going by SKILL.md and its folder, Release Checklist needs Python for the scripts in its folder and the command-line tools its instructions call (bash, just, gh, go, git and python3). Our summary lists: Python 3.

Does Release Checklist access the network?

SKILL.md names 2 domains. In commands or code: datasets.bactopia.com; the agent is likely to contact it when it follows the instructions. As links in the text: bactopia.io. This is read from the text; nothing was executed.

Is Release Checklist 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Release Checklist use?

Release Checklist 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 Release Checklist use?

About 4.9k tokens (SKILL.md is roughly 19k 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 Release Checklist?

Skills that share tags, products or a category with Release Checklist: Azsdk Common Prepare Release Plan (Azure/azure-sdk-for-android, 121 stars), Release Manager (finos/morphir, 213 stars), Release Readiness Review (kernitus/BukkitOldCombatMechanics, 225 stars) and Repo Genome (ruvnet/metaharness, 690 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Release Checklist?

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.