OmniRoute Routing CLI
diegosouzapw/OmniRoute
Creates, switches, and inspects OmniRoute model-routing combos, plus a suggestion command with cost and latency constraints.
End-to-end builder for golem Shiny applications. An agent skill from ThinkR-open/golem.
Custom licenceAuto-check passed
Install Golem App Builder
$ npx skills add ThinkR-open/golem --skill golem-app-builder -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ThinkR-open/golem golem-app-builder --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/ThinkR-open/golem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/inst/agent-skills/skills/golem-app-builder .claude/skills/golem-app-builder && 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 "golem-app-builder" agent skill from https://github.com/ThinkR-open/golem/tree/master/inst/agent-skills/skills/golem-app-builder into .claude/skills/golem-app-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-app-builder", 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/ThinkR-open/golem/tree/master/inst/agent-skills/skills/golem-app-builderType 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 ThinkR-open/golem --skill golem-app-builder -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ThinkR-open/golem golem-app-builder --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkR-open/golem.git skills-src && mkdir -p .agents/skills && cp -r skills-src/inst/agent-skills/skills/golem-app-builder .agents/skills/golem-app-builder && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "golem-app-builder" agent skill from https://github.com/ThinkR-open/golem/tree/master/inst/agent-skills/skills/golem-app-builder into .agents/skills/golem-app-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-app-builder", 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 ThinkR-open/golem --skill golem-app-builder -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ThinkR-open/golem golem-app-builder --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkR-open/golem.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/inst/agent-skills/skills/golem-app-builder .cursor/skills/golem-app-builder && 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 "golem-app-builder" agent skill from https://github.com/ThinkR-open/golem/tree/master/inst/agent-skills/skills/golem-app-builder into .cursor/skills/golem-app-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-app-builder", 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/ThinkR-open/golem.git --path inst/agent-skills/skills/golem-app-builder--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 ThinkR-open/golem --skill golem-app-builder -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ThinkR-open/golem golem-app-builder --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkR-open/golem.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/inst/agent-skills/skills/golem-app-builder .gemini/skills/golem-app-builder && 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 "golem-app-builder" agent skill from https://github.com/ThinkR-open/golem/tree/master/inst/agent-skills/skills/golem-app-builder into .gemini/skills/golem-app-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-app-builder", 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 ThinkR-open/golem golem-app-builderInstalls 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 ThinkR-open/golem --skill golem-app-builder -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ThinkR-open/golem.git skills-src && mkdir -p .github/skills && cp -r skills-src/inst/agent-skills/skills/golem-app-builder .github/skills/golem-app-builder && 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 "golem-app-builder" agent skill from https://github.com/ThinkR-open/golem/tree/master/inst/agent-skills/skills/golem-app-builder into .github/skills/golem-app-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-app-builder", 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 ThinkR-open/golem --skill golem-app-builder -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ThinkR-open/golem golem-app-builder --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ThinkR-open/golem.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/inst/agent-skills/skills/golem-app-builder .opencode/skills/golem-app-builder && 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 "golem-app-builder" agent skill from https://github.com/ThinkR-open/golem/tree/master/inst/agent-skills/skills/golem-app-builder into .opencode/skills/golem-app-builder/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "golem-app-builder", 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.
Facts
- Skill name
golem-app-builder- GitHub stars
- 946
- Token cost
- ~538 tokens
- SKILL.md length
- 169 words
- Files
- 7 (incl. references)
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
End-to-end builder for golem Shiny applications. An agent skill from ThinkR-open/golem.
- Works in 3 steps: Identify the user's intent from the… → Load the matching reference file from… → Follow its instructions, falling back to…
- SKILL.md covers How to use this skill, Reference index and Important
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Golem App Builder is an agent skill from ThinkR-open/golem. End-to-end builder for golem Shiny applications. Routes to the relevant reference based on the user's intent (create the app, add modules, add functions, run tests, check the package, validate namespacing). Triggers on: - "build a golem app" - "work on my golem app" - "scaffold a golem app" - "evolve a golem app" Do not trigger on: - when the user is not working inside a golem app and is not creating one - when the user is building a Shiny app without golem
Its SKILL.md is about 540 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files (for example `references/add-function.md`, `references/add-module.md` and `references/check-app.md`).
The repository describes itself as: A Framework for Building Robust Shiny Apps.
Example prompts
- “build a golem app”
- “work on my golem app”
- “scaffold a golem app”
- “/golem-app-builder”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Identify the user's intent from the conversation.
- Load the matching reference file from references/.
- Follow its instructions, falling back to the other golem skills
What it can do on your machine
Read from SKILL.md and the folder at commit fed0c3c. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Golem App Builder loads about 538 tokens when it runs, and up to ~3.6k if it reads all its reference files. Until then it costs about 123 tokens; SKILL.md has 169 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.
Safety
Auto-check passed
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.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 169 words (~538 tokens).
“You are helping a user build or evolve a golem Shiny application end-to-end. Use the bundled references in references/ as the source of truth for each phase of the workflow.”
- name
- golem-app-builder
Files
SKILL.md and 6 other files (references) in inst/agent-skills/skills/golem-app-builder of ThinkR-open/golem.
- SKILL.md
- references/add-function.md
- references/add-module.md
- references/check-app.md
- references/check-ns.md
- references/create-golem.md
- references/run-tests.md
Open the folder on GitHubat commit fed0c3c
Compare with similar skills
Golem App Builder 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 |
|---|---|---|---|---|---|---|
| Golem App Builder this skillThinkR-open/golem | 946 | — | ~538 | Automated safety check: Pass | Custom licence | |
| OmniRoute Routing CLIdiegosouzapw/OmniRoute | 74k | — | ~342 | Automated safety check: Pass | MIT | |
| OmniRoute Combo Routingdiegosouzapw/OmniRoute | 74k | — | ~2.1k | Automated safety check: Pass | MIT | |
| Intelligence Routeruvnet/ruflo | 74k | — | ~874 | Automated safety check: Notes | MIT | |
| Team Builderaffaan-m/ECC | 276k | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Team Builderaffaan-m/ECC | 276k | 1 repos | ~808 | Automated safety check: Pass | MIT |
Similar skills
OmniRoute Combo Routing
diegosouzapw/OmniRoute
Manages OmniRoute routing combos through its REST API: create and update combos, choose from 19 strategies, set fallback chains, test outcomes and read metrics.
Intelligence Route
ruvnet/ruflo
Route tasks via the 3-tier model selector and learned patterns; emits a routing rationale via hooksexplain
Team Builder
affaan-m/ECC
Interactive picker that discovers available agent personas via the claude agents command and agents/ markdown globs, groups them into domains, has the user select up to five, dispatches them in…
Team Builder
affaan-m/ECC
用于组合和派遣并行团队的交互式代理选择器
Dashboard Builder
affaan-m/ECC
Grafana、SigNoz、および同様のプラットフォーム用の実際のオペレータ質問に答える監視ダッシュボードを構築します。メトリクスを虚栄ボードではなく機能するダッシュボードに変える場合に使用します。
More from ThinkR-open/golem
All 9 skills in this repoGolem Add Function
ThinkR-open/golem
Add functions to a golem Shiny application. An agent skill from ThinkR-open/golem.
Golem Add Module
ThinkR-open/golem
Add a module to an existing golem Shiny application. An agent skill from ThinkR-open/golem.
Golem Fix Missing Ns
ThinkR-open/golem
Validate that all module input/output IDs are properly namespaced.
Golem Run Tests
ThinkR-open/golem
Run tests for a golem Shiny application. An agent skill from ThinkR-open/golem.
Golem Check App
ThinkR-open/golem
Check a golem Shiny application for package issues. An agent skill from ThinkR-open/golem.
Golem Upgrade
ThinkR-open/golem
Upgrades the golem Shiny app with the newest golem package features.
Questions about Golem App Builder
What does Golem App Builder do?
End-to-end builder for golem Shiny applications. An agent skill from ThinkR-open/golem. Golem App Builder is an agent skill from ThinkR-open/golem. End-to-end builder for golem Shiny applications.
How do I install Golem App Builder in Claude Code?
Run `npx skills add ThinkR-open/golem --skill golem-app-builder -a claude-code`. Or copy the skill folder (inst/agent-skills/skills/golem-app-builder in ThinkR-open/golem) into .claude/skills/golem-app-builder in your project. Claude Code loads it when a task matches its description.
How do I install Golem App Builder in Codex?
Run `npx skills add ThinkR-open/golem --skill golem-app-builder -a codex`. Or copy the skill folder (inst/agent-skills/skills/golem-app-builder in ThinkR-open/golem) into .agents/skills/golem-app-builder in your project. Codex loads it when a task matches its description.
Can I use Golem App Builder 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 ThinkR-open/golem --skill golem-app-builder -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/golem-app-builder, .gemini/skills/golem-app-builder, .github/skills/golem-app-builder and .opencode/skills/golem-app-builder in your project.
What does Golem App Builder need to run?
SKILL.md names no scripts, command-line tools or credentials: Golem App Builder is instructions for the agent only.
Does Golem App Builder 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 Golem App Builder safe to install?
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.
What licence does Golem App Builder use?
Golem App Builder has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Golem App Builder use?
About 538 tokens (SKILL.md is roughly 2.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 3k tokens, read only when the agent opens those files.
What are the alternatives to Golem App Builder?
Skills that share tags, products or a category with Golem App Builder: OmniRoute Routing CLI (diegosouzapw/OmniRoute, 74k stars), OmniRoute Combo Routing (diegosouzapw/OmniRoute, 74k stars), Intelligence Route (ruvnet/ruflo, 74k stars) and Team Builder (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Golem App Builder?
ThinkR-open (a GitHub organization) maintains it in ThinkR-open/golem, which has 946 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on September 15, 2026.
Source: ThinkR-open/golem on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.