evaluate-dependency
Skill1 starsChanged 2 months agoMITView on GitHub
Decide whether to add a library before adding it — API surface via Context7, architecture via DeepWiki, maintenance and CVE check, transitive cost, alternatives. Output a recommendation, and an ADR if it's load-bearing. Use when asked "should we use X", "what's the best library for Y", "is X maintained", or before a PR that adds a dependency.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- jabbott-iii/Tidepooltheir own version, first seen Nov 8, 2026
- paultyng/skill-issuetheir own version, first seen Oct 13, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- paultyng/skill-issue★ 8same name
- jabbott-iii/Tidepool★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository73 other files it gives its agents.
- AGENTS.mdAGENTS.md
- bigquery-analyticsSkill
- cache-invalidationSkill
- mongo-aggregationSkill
- mongo-modelingSkill
- postgres-aggregationSkill
- postgres-indexingSkill
- redis-coordinationSkill
- redis-patternsSkill
- review-querySkill
- code-migrationSkill
- cut-releaseSkill
- data-migrationSkill
- deploy-serviceSkill
- hotfixSkill
- rollbackSkill
- design-endpointSkill
- design-eventSkill
- design-schemaSkill
- evolve-contractSkill
- scaffold-nestjs-moduleSkill
- scaffold-projectSkill
- incident-responseSkill
- investigate-bugSkill
- on-callSkill
- postmortemSkill
- audit-skillsSkill
- distill-review-styleSkill
- write-skillSkill
- debug-with-tracesSkill
- define-alertsSkill
- instrument-serviceSkill
- grillSkill
- handoffSkill
- orientSkill
- phased-deliverySkill
- spikeSkill
- to-questionnaireSkill
- write-adrSkill
- write-prdSkill
- devops-pr-reviewSkill
- go-backend-pr-reviewSkill
- nestjs-backend-pr-reviewSkill
- python-backend-pr-reviewSkill
- react-frontend-pr-reviewSkill
- bisectSkill
- break-couplingSkill
- dead-code-sweepSkill
- deslopifySkill
- extract-moduleSkill
- rebase-cleanSkill
- resolve-merge-conflictsSkill
- split-commitSkill
- tddSkill
- wait-whatSkill
- wide-renameSkill
- bullmqSkill
- kafkaSkill
- sqs-consumerSkill
- audit-dependenciesSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
If yes, stop here.
- Very specific: line 38
If the choice is load-bearing (a framework, a datastore client, an auth lib): write an ADR (planning/write-adr).
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Evaluate a dependency
The pr-review bias is toward fewer abstractions and fewer dependencies. This
is the gate before one gets added.
Checks
- Does something already cover it? An existing dependency, a stdlib function
(
Intlvs a date lib,cryptovs a hashing lib), a helper already in the repo. If yes, stop here. - API surface — pull the docs via Context7 (
resolve-library-id→get-library-docs, version-pinned). Is the API small and stable, or sprawling? Will you use 5% of it? - Architecture — for anything non-trivial, read the DeepWiki structure. How is it built, what does it pull in, does it fit your runtime (edge / Node / Go version)?
- Maintenance — last release date, release cadence, open-issue and open-CVE
count, single-maintainer risk, funding.
npm view <pkg> time,go list -m -u, the repo's pulse. - Transitive cost —
npm ls <pkg>/go mod graphafter a trial install. How many packages, how much install weight, any duplicate-of-what-you-have. - Bundle cost (frontend) — does it tree-shake, what's the min+gzip, is it
behind
next/dynamicif it's heavy and client-only. - Licence — compatible with MIT.
- Exit cost — if it's wrong in a year, how hard to remove? A thin wrapper at the boundary keeps that cheap.
Output
- Recommendation — adopt / adopt-with-wrapper / build-it / do-nothing, one line of why.
- Alternatives considered — the 1–2 others, why they lost.
- If the choice is load-bearing (a framework, a datastore client, an auth lib):
write an ADR (
planning/write-adr).
Anti-patterns
- ❌ Adopting because it has the most GitHub stars.
- ❌ Pulling a whole library for one function.
- ❌ Skipping the "does something already cover it" check.
- ❌ No wrapper at the boundary for a dependency you're not sure about.
Does it work?
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Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

