MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Discover a procedure and build its saved workflow — dynamic discovery, drafted script, adversarial verification, landed in the catalog.
$ npx skills add automagik-dev/genie --skill workfly -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install automagik-dev/genie workfly --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/automagik-dev/genie.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/workfly .claude/skills/workfly && 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 "workfly" agent skill from https://github.com/automagik-dev/genie/tree/main/skills/workfly into .claude/skills/workfly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workfly", 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/automagik-dev/genie/tree/main/skills/workflyType 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 automagik-dev/genie --skill workfly -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install automagik-dev/genie workfly --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automagik-dev/genie.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/workfly .agents/skills/workfly && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "workfly" agent skill from https://github.com/automagik-dev/genie/tree/main/skills/workfly into .agents/skills/workfly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workfly", 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 automagik-dev/genie --skill workfly -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install automagik-dev/genie workfly --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automagik-dev/genie.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/workfly .cursor/skills/workfly && 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 "workfly" agent skill from https://github.com/automagik-dev/genie/tree/main/skills/workfly into .cursor/skills/workfly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workfly", 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/automagik-dev/genie.git --path skills/workfly--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 automagik-dev/genie --skill workfly -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install automagik-dev/genie workfly --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automagik-dev/genie.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/workfly .gemini/skills/workfly && 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 "workfly" agent skill from https://github.com/automagik-dev/genie/tree/main/skills/workfly into .gemini/skills/workfly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workfly", 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 automagik-dev/genie workflyInstalls 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 automagik-dev/genie --skill workfly -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/automagik-dev/genie.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/workfly .github/skills/workfly && 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 "workfly" agent skill from https://github.com/automagik-dev/genie/tree/main/skills/workfly into .github/skills/workfly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workfly", 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 automagik-dev/genie --skill workfly -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install automagik-dev/genie workfly --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/automagik-dev/genie.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/workfly .opencode/skills/workfly && 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 "workfly" agent skill from https://github.com/automagik-dev/genie/tree/main/skills/workfly into .opencode/skills/workfly/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "workfly", 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.
workflyDiscover a procedure and build its saved workflow — dynamic discovery, drafted script, adversarial verification, landed in the catalog.
Workfly is an agent skill from automagik-dev/genie. Discover a procedure and build its saved workflow — dynamic discovery, drafted script, adversarial verification, landed in the catalog.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in Agent Workflows. The repository describes itself as: Wishes in, PRs out. CLI agent that interviews you, plans the work, dispatches parallel agents in isolated worktrees, and reviews code before you see it. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit c4f8788. 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:
bunFrom 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.
Workfly loads about 1.9k tokens when it runs. Until then it costs about 36 tokens; SKILL.md has 1,157 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 automagik-dev/genie at commit c4f8788, republished under its MIT licence (© automagik-dev). 1,157 words, ~1,927 tokens.
.claude/skills/workfly/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Use workfly when a procedure worth repeating — a skill, a runbook, a review ritual, a migration sweep — should become a saved workflow that any body runs unmodified. A procedure that needs the user in the middle of the run stays a skill; workfly encodes the part that can run on its own.
Workfly is a saved workflow, not a procedure this skill performs inline. The single source of truth is .claude/workflows/workfly.js in the genie repository's canonical workflow catalog (see .claude/workflows/README.md there); this skill is its front door. On a runtime that runs saved workflows, run the script at <repository root>/.claude/workflows/workfly.js when that file exists, otherwise ~/.claude/workflows/workfly.js (delivered by genie install / genie update); give the runtime that explicit script path, never a bare name — both scopes now carry these names and the order a name resolves in is undocumented. The orchestrator — the session model — specifies the objective and relays the result; the script is written by the workflow's own author agent, never drafted inline in the session.
Pass {objective, sources?, name?, catalogDir?, model?, maxRepairs?, timestamp?} through args. Sources are repository-relative paths to whatever already describes the procedure — a runbook, a workflow README, or the review skill's own SKILL.md as it sits in this repository. name is kebab and the workflow checks it against every name already taken; catalogDir defaults to .claude/workflows and is the only directory the contract suite covers, so any other value comes back as a recorded coverage gap rather than a pass; maxRepairs is the repair budget — 2 when unset or not an integer, otherwise clamped to 0-3, so a larger value buys nothing; timestamp is the provenance stamp for the drafted script's header comment, and the workflow has no clock, so the caller is its only source. Everything else keeps its default.
args: {
objective: "turn the nightly release-ledger sweep into a saved workflow",
sources: ["docs/_internal/release-ledger.md"],
name: "ledger-sweep",
model: "opus",
timestamp: "2026-09-15T10:00:00Z"
}A run that reached verification returns {ok, name, path, spec, readmeRow, frontDoor, parityGuard, verification, repairs, notConvened}. Relay verification unchanged: the static result, both refuters with their blocking and advisory findings intact, and ran, which names the lenses that answered — ok is never true while one of the three is silent. List notConvened — it holds exactly one kind of entry, an agent that returned nothing, counted as unverified and never as a pass; every other stop is reported through error.
A finding naming any file other than the drafted script — the catalog README row, the fronting skill, the parity test — always arrives as advisory, because those are the landing steps below and the repairer may edit only the script, so ok: false always names a defect in the script itself.
Read ok: false twice, because two shapes carry it. A run that stopped early returns {ok: false, error} and no verification: the objective was missing, a required reading did not answer or came back empty (no existing name reported is read as a failed reading, never as "every name is free"), the designer returned nothing or a SPEC with no name or a name that is not a single kebab slug, the author returned nothing, or the name was already taken. When the author returned nothing the error names the target path — check it for a partial write before re-running; every other early stop drafted nothing. Restate the objective, free the name, or re-run. A verified ok: false carries every surviving blocking finding in verification.blocking — including one the workflow synthesizes when a refuter answered refuted: true without naming a defect, so a bare refutation is never silent — and the static gate's own problems, which is where a non-default catalogDir reports that the contract suite never opened the drafted file. Read them, then decide whether to raise maxRepairs, change the objective, or land the fixes by hand.
Once ok is true and the returned path holds a script:
readmeRow verbatim to the Entries table of .claude/workflows/README.md, and check the result: that table names the new script on its own row.0 fail before the work is called done — in the genie repository that suite is bun test scripts/workflows-meta.test.ts, and a runner that names failing cases only leaves no per-case pass line to look for.~/.claude/workflows/ copy otherwise, passed as the explicit script path either way — says what it relays unchanged and what stays with the user, keeps a by-hand fallback for a runtime with no workflow surface, and carries no roster of its own. Add a static parity test that pins that single-source roster, the way the council parity test pins council's.Run the same five stages — Discover, Design, Draft, Verify, Repair — as subagents through the runtime's native delegation surface, with the briefs the script carries: three independent readers in parallel (source stages, catalog contract, token economy), one designer that merges the three readings into the SPEC, one author that writes the script file from the SPEC, then the static test and two refuters — semantics against the contract, fidelity against the source stages — both defaulting to refuted when uncertain and naming a blocking finding whenever they refute. Keep Repair bounded, re-verify after each round, and report what did not answer.
.claude/workflows) and the skill namespace (skills/*) and returns any collision rather than overwriting anything — but a user-scope ~/.claude/workflows copy of the same name is outside what it can see, so confirm that scope by hand before landing (a stale user copy shadowed the genie repository's project council.js on 2026-09-15).model stays a caller key on purpose — one model for the whole run is a front-door decision, per-agent tiers are not — and a front door that starts naming tiers has become a second source of truth.© automagik-dev, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file in skills/workfly of automagik-dev/genie.
Open the folder on GitHubat commit c4f8788
Workfly 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 |
|---|---|---|---|---|---|---|
| Workfly this skillautomagik-dev/genie | 345 | — | ~1.9k | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 62 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 37k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 34 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 37k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
automagik-dev/genie
Diagnose and fix agent behavioral surfaces when the user corrects a mistake — connects to Claude native memory.
automagik-dev/genie
Explore an ambiguous idea with the user, settle scope and success criteria, and produce an independently reviewed design for wish.
automagik-dev/genie
Investigate a failure to its root cause with grounded evidence, hand the diagnosis to fix, and create a GitHub issue only when asked.
automagik-dev/genie
Deliver one decided task end to end — admit it, work it in one worktree, gate, independent review, bounded repair, a merge-ready PR — or plan a multi-group wish when it is bigger than one task.
automagik-dev/genie
Execute an approved wish in dependency order with scoped workers, independent review, bounded repairs, and verified completion.
automagik-dev/genie
Write or revise a Genie skill so it survives the shipped contract — frontmatter, house size, starter card, and runtime-neutral voice.
Categories
Discover a procedure and build its saved workflow — dynamic discovery, drafted script, adversarial verification, landed in the catalog. Workfly is an agent skill from automagik-dev/genie. Discover a procedure and build its saved workflow — dynamic discovery, drafted script, adversarial verification, landed in the catalog.
Workfly fits situations like: agent Workflows work in your project.
Run `npx skills add automagik-dev/genie --skill workfly -a claude-code`. Or copy the skill folder (skills/workfly in automagik-dev/genie) into .claude/skills/workfly in your project. Claude Code loads it when a task matches its description.
Run `npx skills add automagik-dev/genie --skill workfly -a codex`. Or copy the skill folder (skills/workfly in automagik-dev/genie) into .agents/skills/workfly 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 automagik-dev/genie --skill workfly -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/workfly, .gemini/skills/workfly, .github/skills/workfly and .opencode/skills/workfly in your project.
Going by SKILL.md and its folder, Workfly needs the command-line tools its instructions call (bun).
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 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.
Workfly is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.7k 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 Workfly: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 37k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
automagik-dev (a GitHub organization) maintains it in automagik-dev/genie, which has 345 GitHub stars. The repository holds 19 skills in this directory. The repository was last updated on October 7, 2026.
Source: automagik-dev/genie on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.