Type Inference
biomejs/biome
A skill your agent uses when working on Biome's Salsa-backed JavaScript and TypeScript inference, including type-aware lint rules, raw collection or inferred representations, analyzer requests…
Replace duplicated object API types with types inferred from the runtime value or factory that owns the shape.
$ npx skills add UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install UsefulSoftwareCo/executor wrdn-effect-value-inferred-types --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/UsefulSoftwareCo/executor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/wrdn-effect-value-inferred-types .claude/skills/wrdn-effect-value-inferred-types && 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 "wrdn-effect-value-inferred-types" agent skill from https://github.com/UsefulSoftwareCo/executor/tree/main/.agents/skills/wrdn-effect-value-inferred-types into .claude/skills/wrdn-effect-value-inferred-types/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wrdn-effect-value-inferred-types", 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/UsefulSoftwareCo/executor/tree/main/.agents/skills/wrdn-effect-value-inferred-typesType 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 UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install UsefulSoftwareCo/executor wrdn-effect-value-inferred-types --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/UsefulSoftwareCo/executor.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/wrdn-effect-value-inferred-types .agents/skills/wrdn-effect-value-inferred-types && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "wrdn-effect-value-inferred-types" agent skill from https://github.com/UsefulSoftwareCo/executor/tree/main/.agents/skills/wrdn-effect-value-inferred-types into .agents/skills/wrdn-effect-value-inferred-types/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wrdn-effect-value-inferred-types", 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 UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install UsefulSoftwareCo/executor wrdn-effect-value-inferred-types --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/UsefulSoftwareCo/executor.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/wrdn-effect-value-inferred-types .cursor/skills/wrdn-effect-value-inferred-types && 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 "wrdn-effect-value-inferred-types" agent skill from https://github.com/UsefulSoftwareCo/executor/tree/main/.agents/skills/wrdn-effect-value-inferred-types into .cursor/skills/wrdn-effect-value-inferred-types/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wrdn-effect-value-inferred-types", 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/UsefulSoftwareCo/executor.git --path .agents/skills/wrdn-effect-value-inferred-types--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 UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install UsefulSoftwareCo/executor wrdn-effect-value-inferred-types --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/UsefulSoftwareCo/executor.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/wrdn-effect-value-inferred-types .gemini/skills/wrdn-effect-value-inferred-types && 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 "wrdn-effect-value-inferred-types" agent skill from https://github.com/UsefulSoftwareCo/executor/tree/main/.agents/skills/wrdn-effect-value-inferred-types into .gemini/skills/wrdn-effect-value-inferred-types/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wrdn-effect-value-inferred-types", 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 UsefulSoftwareCo/executor wrdn-effect-value-inferred-typesInstalls 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 UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/UsefulSoftwareCo/executor.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/wrdn-effect-value-inferred-types .github/skills/wrdn-effect-value-inferred-types && 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 "wrdn-effect-value-inferred-types" agent skill from https://github.com/UsefulSoftwareCo/executor/tree/main/.agents/skills/wrdn-effect-value-inferred-types into .github/skills/wrdn-effect-value-inferred-types/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wrdn-effect-value-inferred-types", 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 UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install UsefulSoftwareCo/executor wrdn-effect-value-inferred-types --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/UsefulSoftwareCo/executor.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/wrdn-effect-value-inferred-types .opencode/skills/wrdn-effect-value-inferred-types && 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 "wrdn-effect-value-inferred-types" agent skill from https://github.com/UsefulSoftwareCo/executor/tree/main/.agents/skills/wrdn-effect-value-inferred-types into .opencode/skills/wrdn-effect-value-inferred-types/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "wrdn-effect-value-inferred-types", 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.
wrdn-effect-value-inferred-typesReplace duplicated object API types with types inferred from the runtime value or factory that owns the shape.
Wrdn Effect Value Inferred Types is an agent skill from UsefulSoftwareCo/executor. Replace duplicated object API types with types inferred from the runtime value or factory that owns the shape. Use when lint or review flags an interface/type alias that mirrors a returned object such as a plugin extension, client surface, route map, or handler table.
Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: The missing integration layer for AI agents. Let them call any OpenAPI / MCP / GraphQL / custom js functions in secure environment. The licence is MIT.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9ef04e9. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepGlobBashFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From 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.
Wrdn Effect Value Inferred Types loads about 805 tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 254 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Grep, Glob, BashAutomated 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.
The full file from UsefulSoftwareCo/executor at commit 9ef04e9, republished under its MIT licence (© UsefulSoftwareCo). 254 words, ~805 tokens.
.claude/skills/wrdn-effect-value-inferred-types/SKILL.md (or your agent's skills folder).You fix one pattern: a TypeScript object type manually mirrors a runtime object that already owns the shape.
Prefer value-first APIs. Build the object in a named factory, then export type X = ReturnType<typeof makeX>. Consumers keep importing the stable type name, but the type cannot drift from the implementation.
extension: (...) => ({ ... }), a client object, route map, or handler table.interface X or type X = { ... } repeats the object methods/properties.ReturnType<typeof makeX> and update callers only if needed.satisfies only at boundaries. Do not make the implementation satisfy a duplicate shape that could drift.const makePluginExtension = (ctx: PluginCtx<Store>) => {
const addSource = ...
const removeSource = ...
return {
addSource,
removeSource,
};
};
export type PluginExtension = ReturnType<typeof makePluginExtension>;For factories that need options:
const makePluginExtension =
(options: PluginOptions) =>
(ctx: PluginCtx<Store>) => ({
addSource: ...,
});
export type PluginExtension = ReturnType<ReturnType<typeof makePluginExtension>>;export interface McpPluginExtension {
readonly addSource: (config: McpSourceConfig) => Effect.Effect<AddResult, Failure>;
readonly removeSource: (namespace: string, scope: string) => Effect.Effect<void, Failure>;
}
extension: (ctx) => {
return {
addSource,
removeSource,
} satisfies McpPluginExtension;
};const makeMcpPluginExtension = (ctx: PluginCtx<McpStore>) => {
return {
addSource,
removeSource,
};
};
export type McpPluginExtension = ReturnType<typeof makeMcpPluginExtension>;
extension: makeMcpPluginExtension;wrdn-effect-schema-inferred-types for those.When reviewing, report:
satisfies usage.ReturnType alias to introduce.When editing, name the factory after the exported type, e.g. makeMcpPluginExtension for McpPluginExtension.
© UsefulSoftwareCo, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/wrdn-effect-value-inferred-types of UsefulSoftwareCo/executor.
Open the folder on GitHubat commit 9ef04e9
Wrdn Effect Value Inferred Types 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 |
|---|---|---|---|---|---|---|
| Wrdn Effect Value Inferred Types this skillUsefulSoftwareCo/executor | 4.1k | — | ~805 | Automated safety check: Notes | MIT | |
| Type Inferencebiomejs/biome | 26k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Rust Path Typesopeninterpreter/openinterpreter | 69k | 2 repos | ~605 | Automated safety check: Pass | Apache-2.0 | |
| Python Type Safetywshobson/agents | 40k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Ito Inferenceaffaan-m/ECC | 276k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Pyrefly Type Coveragepytorch/pytorch | 104k | — | ~3k | Automated safety check: Pass | Custom licence |
biomejs/biome
A skill your agent uses when working on Biome's Salsa-backed JavaScript and TypeScript inference, including type-aware lint rules, raw collection or inferred representations, analyzer requests…
openinterpreter/openinterpreter
Rules for choosing Rust types for filesystem paths in new Codex code, covering protocol types, internal use and model tool arguments.
wshobson/agents
Python type safety with type hints, generics, protocols, and strict type checking.
affaan-m/ECC
Inspect the availability of model serving on a completed Itô compute booking and, when the canonical backend becomes available, hand off an explicitly confirmed serving manifest.
pytorch/pytorch
Migrate a file to use stricter Pyrefly type checking with annotations required for all functions, classes, and attributes.
IBM/fp-go
Teaches an agent to write fp-go v2 services with the Effect type, carrying dependencies in its type parameter instead of in context.Context or parameters.
UsefulSoftwareCo/executor
Pattern for wrapping third-party SDK clients (Stripe, Resend, AWS, etc.) with Effect.
UsefulSoftwareCo/executor
Runbook for releasing the executor CLI package (stable and beta).
UsefulSoftwareCo/executor
Pattern for implementing optimistic UI updates with effect-atom in this codebase.
UsefulSoftwareCo/executor
Testing Effect HttpApi services end-to-end. An agent skill from UsefulSoftwareCo/executor.
UsefulSoftwareCo/executor
Use the @executor-js/emulate service emulators (GitHub, Google, Stripe, Resend, WorkOS, …) to test integrations for real — full OpenAPI specs, working OAuth flows, mintable credentials, and a…
UsefulSoftwareCo/executor
Query Executor's production telemetry — Axiom traces (executor-cloud dataset), prod Postgres via PlanetScale, PostHog product analytics — through the Executor MCP.
Replace duplicated object API types with types inferred from the runtime value or factory that owns the shape. Wrdn Effect Value Inferred Types is an agent skill from UsefulSoftwareCo/executor. Replace duplicated object API types with types inferred from the runtime value or factory that owns the shape.
Wrdn Effect Value Inferred Types fits situations like: review flags an interface/type alias that mirrors a returned object such as a plugin extension.
Run `npx skills add UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a claude-code`. Or copy the skill folder (.agents/skills/wrdn-effect-value-inferred-types in UsefulSoftwareCo/executor) into .claude/skills/wrdn-effect-value-inferred-types in your project. Claude Code loads it when a task matches its description.
Run `npx skills add UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a codex`. Or copy the skill folder (.agents/skills/wrdn-effect-value-inferred-types in UsefulSoftwareCo/executor) into .agents/skills/wrdn-effect-value-inferred-types 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 UsefulSoftwareCo/executor --skill wrdn-effect-value-inferred-types -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/wrdn-effect-value-inferred-types, .gemini/skills/wrdn-effect-value-inferred-types, .github/skills/wrdn-effect-value-inferred-types and .opencode/skills/wrdn-effect-value-inferred-types in your project.
SKILL.md names no scripts, command-line tools or credentials: Wrdn Effect Value Inferred Types is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Bash.
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.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Wrdn Effect Value Inferred Types is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 805 tokens (SKILL.md is roughly 3.2k 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 Wrdn Effect Value Inferred Types: Type Inference (biomejs/biome, 26k stars), Rust Path Types (openinterpreter/openinterpreter, 69k stars), Python Type Safety (wshobson/agents, 40k stars) and Ito Inference (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
UsefulSoftwareCo (a GitHub organization) maintains it in UsefulSoftwareCo/executor, which has 4,111 GitHub stars. The repository holds 21 skills in this directory. The repository was last updated on October 9, 2026.
Source: UsefulSoftwareCo/executor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.