Agent skill

Development

by samchon in samchon/typia

Defines typia implementation rules, testing standards, validation, consequence analysis, and change integrity.

MITAuto-check: notesBackend & APIs

Install Development

skills CLI
$ npx skills add samchon/typia --skill development -a claude-code

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

GitHub CLI
$ gh skill install samchon/typia development --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/samchon/typia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/development .claude/skills/development && 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
development
GitHub stars
5.9k
Token cost
~4.9k tokens
SKILL.md length
2,470 words
Files
1
Skills in repo
6
Repo updated
First seen
Licence
MIT

At a glance

Defines typia implementation rules, testing standards, validation, consequence analysis, and change integrity.

  • Works in 5 steps: Finish the complete report before… → Inspect each selected declaration and… → Write @evidence contracts/.md# in native… → …
  • Backend & APIs work in your project
  • SKILL.md covers Contents, Forbidden, Work Rules and Consequence Analysis, plus 5 more sections
  • Calls pnpm, go and tsc

What it does

Development is an agent skill from samchon/typia. Defines typia implementation rules, testing standards, validation, consequence analysis, and change integrity. Use before writing or modifying source, tests, workflows, package wiring, fixtures, generated baselines, or algorithms.

Its SKILL.md is about 4.9k 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 Backend & APIs. It works with TypeScript. The repository describes itself as: Super-fast/easy runtime validators and serializers via transformation. The licence is MIT.

When your agent uses it

  • Backend & APIs work in your project

Example prompts

  • “Use the development skill to define typia implementation rules, testing standards, validation, consequence analysis, and change integrity”
  • “/development”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Finish the complete report before repairing obligations. Group missing answers, code and documentation defects, selection mistakes…
  2. Inspect each selected declaration and its private helpers against every applicable chapter. Fix verified defects before writing the…
  3. Write @evidence contracts/.md# in native documentation, separated from descriptive prose by a blank comment line. Address the actual…
  4. Account for private helpers, anonymous callbacks, dynamically registered cases, script entry bodies, and compile-only cases from their…
  5. Check the complete population after the first pass and its improvements finish. Verify composed claims together, including local re-export…

What it can do on your machine

Read from SKILL.md and the folder at commit d9d3436. 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

    Shell commands in SKILL.md call:

    • pnpm
    • go
    • tsc

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

  • Network

    No URLs in SKILL.md. Its commands use pnpm, which can reach the network depending on how they are called.

    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

Development loads about 4.9k tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 2,470 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~61
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: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NoteMentions a .env fileSKILL.md:37
    Keep local outputs local. Do not commit `.env` files or the `.tgz` artifacts generated under `experiments/tarballs/`.

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.

SKILL.md

The full file from samchon/typia at commit d9d3436, republished under its MIT licence (© samchon). 2,470 words, ~4,901 tokens.

Download SKILL.mdSave it as .claude/skills/development/SKILL.md (or your agent's skills folder).
name
development
description
Defines typia implementation rules, testing standards, validation, consequence analysis, and change integrity. Use before writing or modifying source, tests, workflows, package wiring, fixtures, generated baselines, or algorithms.

Development

Contents

Forbidden

Read the contracts skill before changing maintained production declarations. Its common checklist owns implementation acknowledgments; scoped checklists apply by responsibility. When a failure disproves an assumption, correct its owner and remove superseded compensations in the same repair.

These four are never acceptable; choosing any one means the approach is already wrong.

  • No monkey-patching or hardcoding. Don't special-case a consumer, a fixture name, or an expected value to make output match. Fix the general logic.
  • No test-passing-only logic. Code exists to be correct, not to turn a check green. A branch whose only purpose is to satisfy one assertion is a bug in disguise.
  • No forcing a broken design. When the same failure keeps returning under patch after patch, the design is wrong. Stop, find the root cause, and fix the design instead of looping forever on symptoms.
  • No whack-a-mole. Don't patch the one case that surfaced and move on. Think expansively about every case the same root cause can produce, and seal them all with coverage so the class of failure cannot recur.

Work Rules

  • Choose the principled course. Time, difficulty, and the breadth of consequences require more careful analysis and validation; they never justify a shortcut, leaving a verified consequence unaddressed, or a weaker acceptance standard.
  • Match existing conventions. Before adding a file, function, or test, open a nearby peer and mirror its naming, location, and code style; don't create parallel structures.
  • Respect package boundaries. The shared native transform lives under packages/typia/native; don't fork a second transform into an adapter package or reintroduce a TypeScript-side transformer.
  • Keep package detection installation-safe. Resolve the target package root, as packages/typia/src/transform.ts does with require.resolve("typia/package.json"); workspace path substrings and hard-coded fixture names fail for npm consumers.
  • Use the workspace catalogs. pnpm-workspace.yaml owns samchon, typescript, rolldown, and utils; the ttsc family, Evidence, tstl and tgrid use catalog:samchon, and internal package references use workspace:^.
  • Keep local outputs local. Do not commit .env files or the .tgz artifacts generated under experiments/tarballs/.
  • Preserve the public contract in .agents/skills/project/SKILL.md. Renaming or removing typia.*, @typia/interface types, or the plugin descriptor shape is a deliberate product change, not incidental cleanup.
  • When public behavior changes, update the matching page under website/src/content/docs/** in the same change. Follow .agents/skills/documentation/SKILL.md.
  • Run pnpm format only in the final pre-merge cleanup after implementation and CI repairs are complete, not before each commit or push. Commit its integrated result and require green CI on that final head before merging. If later edits require formatting, return to this final cleanup gate. Parallel issue-campaign implementation batches defer the repository-wide formatter to their dedicated Post-Campaign Cleanup pull request.

Consequence Analysis

Treat a reported example as one witness of a cause, not the complete problem statement. Before changing code, trace the same cause through:

  • every caller and downstream consumer;
  • normal, error, and recovery state transitions;
  • concurrency, caching, and generated output;
  • Windows and POSIX behavior;
  • compatibility constraints and boundary inputs.

Fix the verified class of failure, not only the reported witness. Cover positive, negative, and boundary cases without expanding the user's product goal.

Plugin Configuration

ttsc discovers typia by default from the ttsc.plugin.transform entry in packages/typia/package.json. Consumer projects add a compilerOptions.plugins entry with transform: "typia/lib/transform" only when they need to set optional transform flags.

packages/typia/src/transform.ts is a JavaScript descriptor source, not a transformer. It resolves the installed typia package and returns the Go command at packages/typia/native/cmd/ttsc-typia; ttsc builds that source into the workspace cache. Keep type analysis, AST rewriting, diagnostics, and typia-owned options (functional, numeric, finite, and undefined) on the Go side.

Test workspaces normally use typia/lib/transform. Source-only workspaces such as the benchmark may point at typia/src/transform.ts, but that still loads the same descriptor and native command. Do not add a second plugin host to make a local layout pass.

Testing

Read the testing contracts for every test and the E2E contracts when it exercises a necessary real component boundary. Classify by actual execution, not language, directory name, filesystem use, or duration. Maintained helpers answer production contracts when they own implementation decisions.

One test case per file, named after what it asserts. This is the rule for new and changed cases in both languages, even where older files predate it.

Go tests
  • Public and contract tests: keep black-box and exported-API coverage under packages/typia/test/**, mirroring the native concern where practical. These tests import the native module through packages/typia/test/go.mod and run with pnpm test:go:public.
  • Colocated native tests: keep same-package implementation, command, transform, and emitter coverage beside the Go source as packages/typia/native/**/*_test.go. Untagged cases run with pnpm test:go:native.
  • Native-internal tagged tests: use //go:build typia_native_internal only when the case requires internal-only coverage. Root pnpm test:go does not enable that tag; run go -C packages/typia/test test -tags typia_native_internal ../native/... when tagged coverage is relevant.

Use one Test* function per test file and mirror a nearby test's package, fixture, and cleanup pattern. Command-level transform regressions belong near packages/typia/native/cmd/ttsc-typia; public contract probes belong under packages/typia/test.

TypeScript suites

pnpm test:packages starts every tests/test-* workspace. They have these shapes:

  • Function-per-file: test-typia-schema, test-langchain, test-mcp, test-vercel, and test-utils discover src/features/**/test_*.ts through DynamicExecutor. Export exactly one test_<snake_case> function from a matching filename. DynamicExecutor selects and reports a test by its exported name, so a name that disagrees with its file makes the test unreachable by that file's name. test-utils, test-mcp, test-langchain, test-vercel, and test-jev additionally run portable unit cases from src/unit/features/**/test_*.ts, registered explicitly through node:test without the native plugin (pnpm --filter ./tests/<workspace> test:unit); they follow the same one-function-per-file naming rule.
  • Generated matrices: test-typia-automated and test-utils-automated delete and regenerate src/features/** when they run. Do not hand-edit those trees. Change the controller/template metadata or @typia/template; keep the committed ObjectSimple composite layer in test-typia-automated/src/composite/** hand-maintained.
  • Transform rejection: test-error compiles invalid call sites and asserts the diagnostics that reject them. A failed build publishes no output, so the suite reads no emitted JavaScript: it requires the build to fail, every fixture to typecheck, and every fixture to be named by a typia diagnostic. Add cases beside their feature group, and keep each fixture valid TypeScript that only typia rejects — a type error aborts the build before the transform runs and would leave the suite with nothing to observe.
  • Type compilation: test-interface is a compile-only TypeScript tsc --noEmit suite for @typia/interface type contracts and public typia signatures; type-only factory checks execute no factory.

Use TestValidator and DynamicExecutor from @nestia/e2e, @typia/template structures and TestServant, and each suite's local internal/ helpers. Do not reach into another suite's internals or duplicate a reusable structure inside one test workspace.

Assert structural equality with TestEquality from @typia/template/equality. Its equals is symmetric and compares Date, Map, and Set by content; use subset only when an assertion pins some fields of a larger result on purpose, with the expected value first. Never call TestValidator.equals: it walks only its first argument's keys and sees no content in dates, maps, or sets, so it passes whatever the actual lost (#2401). Never call TestValidator.error either: on a synchronous task it swallows its own failure and passes whether or not the task throws (#2460). Assert a synchronous throw by comparing TestEquality.thrown(task) with the expected message, and an asynchronous one by awaiting task().then(() => undefined, (error: unknown) => error) and comparing what it rejects with. Compare prototypes and other identities with ===.

Open every new or materially changed case with a doc comment in the same three-part shape: a one-line Verifies ... headline, a short paragraph stating the non-obvious why (which branch or regression is being pinned), and a 2+-step numbered list summarizing the scenario.

ts
/**
 * Verifies typia.llm.schema emits `anyOf` for a discriminated union.
 *
 * Locks the union branch of the LLM schema converter. A regression in branch
 * selection would silently emit one variant and lose the other from the
 * function-calling schema.
 *
 * 1. Declare two object variants with a shared discriminator.
 * 2. Generate the LLM schema for their union.
 * 3. Assert both variants remain in the emitted `anyOf`.
 */
export const test_llm_schema_anyof = (): void => {
  /* ... */
};
Coverage, not happy paths

A test that only feeds a transform its ordinary successful input and asserts that the result is accepted proves one path, not correctness. The native transformer spans validators, serializers, schemas, decoders, diagnostics, and generated helpers; each predicate or branch needs more than its happy path:

  • The transformation direction. When a call should be rewritten, assert observable emitted or runtime behavior that differs from the untransformed stub. For generators, start from hand-written input and verify the generated output, not only that an existing output compiles.
  • A negative twin for every positive. Wherever a predicate accepts, rewrites, narrows, serializes, or reports a diagnostic, pin an adjacent case one property away where it must not do so. An over-match stays invisible until the counter-example exists.
  • Boundaries. Cover the empty case, the single-element case, recursion limits, optional and nullable members, exact numeric limits, deepest nesting, and the tag or compiler option that flips the decision.
  • Oracle-derived expectations. Take expected behavior from TypeScript semantics and the authoritative JSON Schema, OpenAPI, Protocol Buffer, or adapter contract, never from whatever the current code happens to emit. A snapshot written against the implementation's own output locks its bugs in.

This is not a validator-only rule. The same happy-path bias hides serializer corruption, schema loss, compiler-process failures, and native diagnostic regressions, so every feature carries the burden.

Show full SKILL.md (1,003 more words)Show less

Validation

Run the narrowest command that proves the change first, then a broader command when shared behavior, the transform, packaging, or documentation changed. Report any command that could not be run.

  • One public Go concern: pnpm test:go:public.
  • One native Go concern: pnpm test:go:native; add the tagged command from Go tests when the changed path has typia_native_internal coverage.
  • One TypeScript workspace: pnpm --filter ./tests/<name> start.
  • One package: pnpm --filter ./packages/<name> build.
  • Transform, descriptor, or shared package: pnpm test; use pnpm build as the broader package compilation gate.
  • Packaging: run root pnpm package:tgz, then inspect or smoke-test a clean install. It builds every package and verifies the published entry points before packing (pnpm pack alone no longer builds; the manifests carry no prepack). Tarballs are generated under experiments/tarballs/; do not commit or hand-edit them.
  • Website or guide changes: reproduce the fresh CI prerequisites: place a ttsc checkout at ../ttsc, run root pnpm install and pnpm package:tgz, then run pnpm build inside website/. The compiler-dependencies package installs the staged tarballs, and the playground Wasm build resolves the sibling ttsc Go modules.

Verification shape depends on the change type:

  • Bug fix: name the failing case and the expected behavior; run a repro that fails before the fix and passes after.
  • Feature: name the observable behavior; exercise it end-to-end.
  • Refactor: name what should stay unchanged; rely on the existing test suite or a behavior-locking probe.
  • Review: name concrete risks, missing tests, or regressions.

Change Integrity

Treat tests, fixtures, snapshots, CI workflows, package wiring, dependencies, core algorithms, generated baselines, and benchmark results as part of the specification. Changing them requires an explicit user request or a clear product reason, and the final report must call it out.

Go source under packages/typia/native must ship under a typia version newer than the latest published package because npm consumers otherwise continue to install the previous native source tree. Assign that version once in a maintainer-owned release change; multiple unreleased native changes belong to the same future release instead of consuming one patch number each. Issue implementation pull requests never change package versions. A maintainer-owned release change may begin only after campaign completion, or after the user explicitly suspends the campaign and lifts the freeze, and it uses the version the user assigned.

For mechanical ports, migrations, or broad rewrites, preserve the existing algorithm and public behavior in reviewable slices. Prefer a concrete exemplar over abstract instructions, and inspect the diff before trusting a green test run.

Evidence Adoption

Each production package's evidence.config.json selects the files that directly declare and export its maintained TypeScript and Go types and functions and references contracts/common.md under ../../.agents/skills. Pure re-export barrels own no selected declaration; review their public wiring through package and consumer checks while selecting each symbol at its direct declaration. If declarations and foreign re-exports share a file, separate the declaration owner without dropping public aliases or changing behavior, and update the transformer's declaration identity when necessary. Properties retain native documentation and are reviewed through their type. Add portability and performance chapters only to the operations that own those decisions.

Every enrolled tests/*/evidence.config.json selects exactly src/features/**/test_*.ts with symbol: "function". Selected tests answer contracts/testing.md; actual E2E boundaries also answer contracts/e2e.md. Unit populations, types, runners and support declarations are outside this Evidence selection while their ordinary test execution remains intact. The template and both automated workspaces have no Evidence configuration or script.

Run root pnpm evidence to collect every enrolled owner without stopping at its first failure. Use pnpm --filter <package> evidence for one production owner and pnpm evidence:tests for tests. JSON configuration keeps the checker independent of compiling typia or evaluating a TypeScript configuration. The existing build workflow owns the CI gate; acknowledgments do not replace behavioral tests.

For an Evidence truth audit, complete the first source inspection and improvements across the entire selected population and its private helpers before any local build, test, checker run, or executable probe. Use source and history inspection during that pass. Formatting remains the final pre-merge cleanup gate. After the first pass, collect each necessary integrated validation once; repeat only for a new change, failure, or unresolved concern. A coordinator assigns disjoint owners, collects returned findings, resolves shared causes, and prevents duplicate inventories, builds, and validation by individual reviewers.

  1. Finish the complete report before repairing obligations. Group missing answers, code and documentation defects, selection mistakes, generated-source provenance, and incomplete analysis by cause.
  2. Inspect each selected declaration and its private helpers against every applicable chapter. Fix verified defects before writing the answer; the acknowledgment describes the resulting implementation.
  3. Write @evidence contracts/<document>.md#<anchor> <reason> in native documentation, separated from descriptive prose by a blank comment line. Address the actual question for that declaration. Use @evidenceExclude only for a genuinely inapplicable individual chapter with its concrete reason.
  4. Account for private helpers, anonymous callbacks, dynamically registered cases, script entry bodies, and compile-only cases from their source and runners. Make executable entries selectable within the configured population where practical; record remaining review-only coverage honestly. Preserve compiler visibility tags such as @internal; removing them can change emitted declarations. Explain unaddressable helpers in their actual calling operation's acknowledgment and record their review-only scope. After the complete first pass, use pnpm exec evidence list --config <config> or pnpm exec evidence inspect '<target>' --config <config> only for unresolved address or resolution questions.
  5. Check the complete population after the first pass and its improvements finish. Verify composed claims together, including local re-export resolution. Keep the issue open and PR draft while obligations or incomplete analysis remain, and record progress as formal PR reviews.

Do not weaken severity, narrow a maintained population, add generic compliance prose, or exclude a whole document to silence obligations. Exclude generated output, copied fixture input, dependencies and build output only with verified provenance. Authored generators and helpers remain maintained source; their maintenance does not enroll them in Evidence. Generated cases in the two automated workspaces remain executed through their ordinary runners and are outside Evidence. Verify selected feature functions against their actual runners without expanding the configured population to every executed declaration.

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

Files

Just SKILL.md in .agents/skills/development of samchon/typia.

Open the folder on GitHubat commit d9d3436

Compare with similar skills

Development 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.

Development compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Development this skillsamchon/typia5.9k—~4.9kAutomated safety check: NotesMIT
Node Backend Development Guidelinesdiet103/claude-code-infrastructure-showcase10k2 repos~2kAutomated safety check: PassMIT
OpenAPI to MCP Servermcp-use/mcp-use11k—~5.2kAutomated safety check: PassApache-2.0
cmux Backend Rulesmanaflow-ai/cmux28k1 repos~682Automated safety check: PassCustom licence
Payloadpayloadcms/payload45k5 repos~6.2kAutomated safety check: PassMIT
Better Auth Best Practiceslatitude-dev/latitude-llm4.7k7 repos~1.6kAutomated safety check: PassMIT

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Works with

Categories

Questions about Development

What does Development do?

Defines typia implementation rules, testing standards, validation, consequence analysis, and change integrity. Development is an agent skill from samchon/typia. Defines typia implementation rules, testing standards, validation, consequence analysis, and change integrity.

When should I use Development?

Development fits situations like: backend & APIs work in your project.

How do I install Development in Claude Code?

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

How do I install Development in Codex?

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

Can I use Development 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 samchon/typia --skill development -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/development, .gemini/skills/development, .github/skills/development and .opencode/skills/development in your project.

What does Development need to run?

Going by SKILL.md and its folder, Development needs the command-line tools its instructions call (pnpm, go and tsc).

Does Development access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Development safe to install?

Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.

What licence does Development use?

Development 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 Development use?

About 4.9k tokens (SKILL.md is roughly 20k 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 Development?

Skills that share tags, products or a category with Development: Node Backend Development Guidelines (diet103/claude-code-infrastructure-showcase, 10k stars), OpenAPI to MCP Server (mcp-use/mcp-use, 11k stars), cmux Backend Rules (manaflow-ai/cmux, 28k stars) and Payload (payloadcms/payload, 45k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Development?

samchon (a GitHub user) maintains it in samchon/typia, which has 5,935 GitHub stars. The repository holds 6 skills in this directory. The repository was last updated on October 6, 2026.

Source: samchon/typia on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.