language-best-practices
Skill4 starsChanged 10 days agoMITView on GitHub
Implement or review TypeScript, JavaScript, Python, Go, Rust, Java, Kotlin, C#, Swift, C, C++, SQL or shell code using its actual runtime, ownership and error contracts. Select only the affected local guide, including TypeScript schemas and lifecycle contracts.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- kinqsradio/orbyn-fullstack-skillsword for word, first seen Oct 25, 2026
Other versions1 project uses a version of this.
Word for word · 1
- kinqsradio/orbyn-fullstack-skills★ 4100% same
Edited · 0
None found.
Wrote their own version · 0
None found.
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 repository41 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- .github/copilot-instructions.mdCopilot instructions
- architectSkill
- arenaSkill
- automate-meSkill
- figure-it-outSkill
- howSkill
- interrogateSkill
- motion-matchSkill
- orbyn-ai-applicationSkill
- orbyn-backend-designSkill
- orbyn-ci-designSkill
- orbyn-content-designSkill
- orbyn-data-migrationSkill
- orbyn-planSkill
- orbyn-researchSkill
- orbyn-security-auditSkill
- orbyn-security-remediationSkill
- orbyn-setupSkill
- orbyn-skill-creatorSkill
- orbyn-stack-selectionSkill
- orbyn-ui-designSkill
- orbyn-upstream-reviewSkill
- orbyn-workflowSkill
- orbyn-worktreeSkill
- product-illustrationSkill
- rea-analysis-optimizationSkill
- rea-changelog-updateSkill
- rea-ci-tests-auditSkill
- rea-tool-designSkill
- reflectSkill
- reverse-engineer-anythingSkill
- show-me-your-workSkill
- social-contentSkill
- social-previewSkill
- stack-diagramSkill
- tddSkill
- technical-illustrationSkill
- unslopSkill
- whySkill
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 4 are distinctive, and 0 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
This author's own choices. Worth a look.
0
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Use this skill for code changes and language-specific review.
- Distinctive: line 53
Use the existing project's idioms and supported version.
- Distinctive: line 72
Use types to represent valid combinations and handle variants exhaustively where the language permits.
- Distinctive: line 80
When Expo is actually present or explicitly selected, inspect SDK/runtime and native ownership, then the affected language guide.
≈ “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
Apply the language's actual contracts
Use this skill for code changes and language-specific review. Resolve the consuming checkout, instructions and affected files with how. Read the project's manifests, lockfiles, compiler/runtime targets, formatter and existing callers. A file extension is a routing hint, not proof of an application's stack, version, deployment model or permission to migrate it.
For every code change or review, read the code quality baseline first, then the language guide.
Select only the relevant guide
| Changed code | Local guide | Additional owner when relevant |
| JavaScript, Node, browser JS | JavaScript | TypeScript schemas → TypeScript guide |
| Python | Python | API effects → backend design |
| Go | Go | Durable workers → backend design |
| Rust | Rust | FFI/data boundaries → architect |
| Java | Java | JVM interop → Kotlin guide only if affected |
| Kotlin | Kotlin | Android lifecycle/UI → UI design |
| C# / .NET | C# | Database effects → backend design |
| Swift | Swift | Platform interaction → UI design |
| C | C | ABI/interface ownership → architect |
| C++ | C++ | C interop → C guide only if affected |
| SQL | SQL | Stored changes → data migration |
| POSIX shell / Bash / zsh | Shell | Automation trust → CI design |
| TypeScript, including schemas and lifecycle types | TypeScript | JS runtime guide only for runtime effects |
For a polyglot boundary, load the guides on both sides of the actual interface, not every guide in the repository. For an unlisted language, preserve the project's owning conventions and use focused research; do not guess that a neighboring language has the same semantics. The optional dependency-free router maps provided repository-relative paths to local guides; the agent can use it directly. It reads names only and executes no project code. It does not crawl the workspace, identify versions, choose frameworks or guarantee that a header is C rather than C++.
Carry the behavior through its callers
Identify who owns memory/resources, cancellation, mutable state and the committed effect. Preserve input validation, authority, error meaning and cleanup across language/FFI/process boundaries. Static annotations, deserialization and a successful compile do not establish valid domain state or tenant authorization. Define byte encoding, numeric ranges, nullability and error transport explicitly at those boundaries; do not silently truncate identifiers or timestamps.
Use the existing project's idioms and supported version. Add a dependency or new abstraction only when a demonstrated requirement justifies it. When the choice of language/runtime/framework is itself unsettled, use stack selection; routine coding is not a reason to reconsider the whole stack. Domain/API design stays with architect and backend design.
Select authorized checks by the changed contract under CI design: relevant compiler/analyzer/formatter and failure-sensitive behavior checks. Reuse configured commands and disposable fixtures. Do not install every toolchain, run all suites or claim production, platform, race freedom or live-agent qualification from these written examples.
The guides work offline. Their dated references are update pointers, and version notes apply only when the project's own target matches. Report what you could not confirm for the installed version.
Express valid states
Use types to represent valid combinations and handle variants exhaustively where the language permits. Parse external/persisted data at runtime; types and casts prove neither authorization nor freshness. Avoid ceremony that burdens callers. The type-system method supplies a worked check; implementation details stay in the relevant language reference.
Expo runtime
When Expo is actually present or explicitly selected, inspect SDK/runtime and native ownership, then the affected language guide. EAS-only native delivery does not select an Expo runtime migration.
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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.

