Review PR
apache/shardingsphere
Review Apache ShardingSphere or user-authorized downstream pull requests and PR discussions from public or authorized repository evidence.
A skill your agent uses when writing, debugging, or reviewing Effect-TS v4 (4.0.0-beta) code in this repo — resolving an Effect API, verifying a signature/error shape, or finding idiomatic usage.
$ npx skills add backpine/effect-worker-mono --skill effect-v4 -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install backpine/effect-worker-mono effect-v4 --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/backpine/effect-worker-mono.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/effect-v4 .claude/skills/effect-v4 && 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 "effect-v4" agent skill from https://github.com/backpine/effect-worker-mono/tree/main/.claude/skills/effect-v4 into .claude/skills/effect-v4/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-v4", 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/backpine/effect-worker-mono/tree/main/.claude/skills/effect-v4Type 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 backpine/effect-worker-mono --skill effect-v4 -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install backpine/effect-worker-mono effect-v4 --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/backpine/effect-worker-mono.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/effect-v4 .agents/skills/effect-v4 && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "effect-v4" agent skill from https://github.com/backpine/effect-worker-mono/tree/main/.claude/skills/effect-v4 into .agents/skills/effect-v4/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-v4", 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 backpine/effect-worker-mono --skill effect-v4 -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install backpine/effect-worker-mono effect-v4 --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/backpine/effect-worker-mono.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/effect-v4 .cursor/skills/effect-v4 && 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 "effect-v4" agent skill from https://github.com/backpine/effect-worker-mono/tree/main/.claude/skills/effect-v4 into .cursor/skills/effect-v4/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-v4", 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/backpine/effect-worker-mono.git --path .claude/skills/effect-v4--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 backpine/effect-worker-mono --skill effect-v4 -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install backpine/effect-worker-mono effect-v4 --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/backpine/effect-worker-mono.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/effect-v4 .gemini/skills/effect-v4 && 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 "effect-v4" agent skill from https://github.com/backpine/effect-worker-mono/tree/main/.claude/skills/effect-v4 into .gemini/skills/effect-v4/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-v4", 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 backpine/effect-worker-mono effect-v4Installs 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 backpine/effect-worker-mono --skill effect-v4 -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/backpine/effect-worker-mono.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/effect-v4 .github/skills/effect-v4 && 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 "effect-v4" agent skill from https://github.com/backpine/effect-worker-mono/tree/main/.claude/skills/effect-v4 into .github/skills/effect-v4/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-v4", 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 backpine/effect-worker-mono --skill effect-v4 -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install backpine/effect-worker-mono effect-v4 --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/backpine/effect-worker-mono.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/effect-v4 .opencode/skills/effect-v4 && 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 "effect-v4" agent skill from https://github.com/backpine/effect-worker-mono/tree/main/.claude/skills/effect-v4 into .opencode/skills/effect-v4/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "effect-v4", 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.
effect-v4A skill your agent uses when writing, debugging, or reviewing Effect-TS v4 (4.0.0-beta) code in this repo — resolving an Effect API, verifying a signature/error shape, or finding idiomatic usage.
Effect V4 is an agent skill from backpine/effect-worker-mono. Use when writing, debugging, or reviewing Effect-TS v4 (4.0.0-beta) code in this repo — resolving an Effect API, verifying a signature/error shape, or finding idiomatic usage. v4 is a fast-moving beta whose web docs are outdated; this skill points you at the vendored Effect source (repos/effect) so you read real implementations instead of guessing or applying stale v3 patterns. Trigger on any uncertainty about an effect import, module, type, or effect/unstable/ API.
Its SKILL.md is about 940 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 Development. It works with SQL. The licence is MIT.
Read from SKILL.md and the folder at commit c1a6559. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
gitrgFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comFrom 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.
Effect V4 loads about 937 tokens when it runs. Until then it costs about 121 tokens; SKILL.md has 368 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 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); files beside SKILL.md are not scanned.
The full file from backpine/effect-worker-mono at commit c1a6559, republished under its MIT licence (© backpine). 368 words, ~937 tokens.
.claude/skills/effect-v4/SKILL.md (or your agent's skills folder).This repo runs Effect v4 (4.0.0-beta.70). Public docs lag the real APIs, and v3
patterns frequently do not apply. The complete Effect v4 source is vendored at
repos/effect (a git subtree of Effect-TS/effect-smol, the v4 dev repo,
pinned to the effect@4.0.0-beta.70 tag — it matches the installed version exactly).
v4 lives in effect-smol, NOT Effect-TS/effect (still v3). Treat it as the
authoritative reference — read it instead of guessing or trusting web search.
Don't assume — read the source. If you are about to write an Effect v4 API call
and you are not 100% certain of its current shape, look it up in repos/effect first.
The cost of a grep is far lower than the cost of a wrong v3-flavored guess.
All under repos/effect/packages/effect/src/. Module name maps 1:1 to the import:
| Import | Source |
|---|---|
effect (e.g. Context, Effect, Layer, Schema, Data, DateTime) | src/<Module>.ts |
effect/unstable/http | src/unstable/http/ |
effect/unstable/httpapi | src/unstable/httpapi/ |
effect/unstable/rpc | src/unstable/rpc/ |
effect/unstable/sql | src/unstable/sql/ |
effect/unstable/reactivity (Atom) | src/unstable/reactivity/ |
@effect/sql-pg and @effect/atom-react live under repos/effect/packages/.
repos/effect/packages/effect/src/<Module>.ts and
read the exported declare const / class / interface. Grep for the symbol:
rg "export (declare const|class|interface) <Name>" repos/effect/packages/effect/srcrg "<api>" repos/effect/packages/effect/test repos/effect/packages/effect/examplesrepos/effect is read-only reference material. Never edit it, never import from
it, never copy its files into packages/ or apps/.effect package via the
pnpm-workspace.yaml catalog — not the vendored tree..vscode/settings.json) and from the
pnpm / tsc / vitest workspaces, so it won't interfere with builds.git subtree pull --prefix=repos/effect https://github.com/Effect-TS/effect-smol.git effect@4.0.0-beta.70 --squash
(re-pin the tag to whatever version the catalog uses; use main for the latest)ServiceMap → Context: the module was renamed back to Context. Use
Context.Service<Self, Shape>()("Id"), Context.Reference<T>("Id", { defaultValue }),
Context.make(key, value), Context.add, Context.get.SqlError wraps a structured reason:
new SqlError.SqlError({ reason: new SqlError.UnknownError({ cause }) }) (the cause
field is now derived, not a constructor arg).const db = yield* Database (no FiberRef.get).CLAUDE.md → "Effect v4 — Vendored Source Reference" for the project-level summary.© backpine, 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 .claude/skills/effect-v4 of backpine/effect-worker-mono.
Open the folder on GitHubat commit c1a6559
Effect V4 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 |
|---|---|---|---|---|---|---|
| Effect V4 this skillbackpine/effect-worker-mono | 132 | — | ~937 | Automated safety check: Pass | MIT | |
| Review PRapache/shardingsphere | 21k | — | ~6.4k | Automated safety check: Pass | Apache-2.0 | |
| Coding Standardsapache/shardingsphere | 21k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| SeekDB Code Reviewoceanbase/seekdb | 3.1k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Code Nest Project Specxiaou61/Code-Nest | 770 | — | ~1.3k | Automated safety check: Pass | MIT | |
| Mariadb Operator Commentmariadb-operator/mariadb-operator | 1k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 |
apache/shardingsphere
Review Apache ShardingSphere or user-authorized downstream pull requests and PR discussions from public or authorized repository evidence.
apache/shardingsphere
Apply Apache ShardingSphere's written coding standards when explicitly requested, or when code-implementation routes task-changed production, test, script, build, generated, or Maven POM artifacts…
oceanbase/seekdb
Reviews seekdb pull requests and diffs for real defects in correctness, resources, concurrency, security and tests, reporting only Blocker or Major findings.
xiaou61/Code-Nest
Code-Nest 多模块全栈项目协作规范与落点导航。Use when modifying this repository for feature development, bug fixing, refactor, API change, SQL migration, or frontend-backend联调 so changes land in the correct module…
mariadb-operator/mariadb-operator
Post a comment (or a formal PR review) to a GitHub issue or pull request in mariadb-operator/mariadb-operator.
GoogleCloudPlatform/DataflowTemplates
Debugs logical errors and data discrepancies in Dataflow templates by launching jobs via Terraform and comparing source (e.g.
backpine/effect-worker-mono
Write, insert, or update Effect public API JSDoc so it satisfies the standard-jsdoc oxlint rule.
Works with
Categories
A skill your agent uses when writing, debugging, or reviewing Effect-TS v4 (4.0.0-beta) code in this repo — resolving an Effect API, verifying a signature/error shape, or finding idiomatic usage. Effect V4 is an agent skill from backpine/effect-worker-mono.0-beta) code in this repo — resolving an Effect API, verifying a signature/error shape, or finding idiomatic usage.
Effect V4 fits situations like: reviewing Effect-TS v4 (4.0.0-beta) code in this repo — resolving an Effect API; verifying a signature/error shape; finding idiomatic usage; any uncertainty about an effect import.
Run `npx skills add backpine/effect-worker-mono --skill effect-v4 -a claude-code`. Or copy the skill folder (.claude/skills/effect-v4 in backpine/effect-worker-mono) into .claude/skills/effect-v4 in your project. Claude Code loads it when a task matches its description.
Run `npx skills add backpine/effect-worker-mono --skill effect-v4 -a codex`. Or copy the skill folder (.claude/skills/effect-v4 in backpine/effect-worker-mono) into .agents/skills/effect-v4 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 backpine/effect-worker-mono --skill effect-v4 -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/effect-v4, .gemini/skills/effect-v4, .github/skills/effect-v4 and .opencode/skills/effect-v4 in your project.
Going by SKILL.md and its folder, Effect V4 needs the command-line tools its instructions call (git and rg).
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
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. Review the folder before installing.
Effect V4 is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 937 tokens (SKILL.md is roughly 3.7k 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 Effect V4: Review PR (apache/shardingsphere, 21k stars), Coding Standards (apache/shardingsphere, 21k stars), SeekDB Code Review (oceanbase/seekdb, 3.1k stars) and Code Nest Project Spec (xiaou61/Code-Nest, 770 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
backpine (a GitHub organization) maintains it in backpine/effect-worker-mono, which has 132 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on May 26, 2026.
Source: backpine/effect-worker-mono on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.