Agent skill

Golem Agent Reflection

by golemcloud in golemcloud/golem

Choosing and composing Golem client approaches across SDKs. An agent skill from golemcloud/golem.

Custom licenceAuto-check passed

Install Golem Agent Reflection

skills CLI
$ npx skills add golemcloud/golem --skill golem-agent-reflection -a claude-code

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

GitHub CLI
$ gh skill install golemcloud/golem golem-agent-reflection --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/golemcloud/golem.git skills-src && mkdir -p .claude/skills && cp -r skills-src/golem-skills/skills/common/golem-agent-reflection .claude/skills/golem-agent-reflection && 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
golem-agent-reflection
GitHub stars
1.5k
Token cost
~2k tokens
SKILL.md length
977 words
Files
1
Skills in repo
289
Repo updated
First seen
Licence
Custom licence

At a glance

Choosing and composing Golem client approaches across SDKs. An agent skill from golemcloud/golem.

  • Caller-defined schemas
  • SKILL.md covers Validation boundaries, Optional values and canonical… and Mixing client approaches
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Runtime discovery

What it does

Golem Agent Reflection is an agent skill from golemcloud/golem. Choosing and composing Golem client approaches across SDKs. Use when caller-defined schemas, runtime discovery, fully dynamic invocation, or environment-scoped agent identity rebinding is needed.

Its SKILL.md is about 2k 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: Golem Cloud is the agent-native platform for building AI agents and distributed applications that never lose state, never duplicate work, and never require you to build…

When your agent uses it

  • Caller-defined schemas
  • Runtime discovery
  • Fully dynamic invocation
  • Environment-scoped agent identity rebinding is needed

Example prompts

  • “/golem-agent-reflection”

What it can do on your machine

Read from SKILL.md and the folder at commit c6a3029. 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 Agent Reflection loads about 2k tokens when it runs. Until then it costs about 55 tokens; SKILL.md has 977 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~55
When it runs · the whole SKILL.md, loaded when a task matches
~2k

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 977 words (~2,024 tokens).

“There are four client approaches. Normal RPC is the non-reflective baseline; the other three are reflection approaches that can be composed:”

— opening of SKILL.md by golemcloud, Custom licence
name
golem-agent-reflection

Read the full SKILL.md on GitHub

Files

Just SKILL.md in golem-skills/skills/common/golem-agent-reflection of golemcloud/golem.

Open the folder on GitHubat commit c6a3029

Compare with similar skills

Golem Agent Reflection 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.

Golem Agent Reflection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Golem Agent Reflection this skillgolemcloud/golem1.5k—~2kAutomated safety check: PassCustom licence
Reflectalirezarezvani/claude-skills28k1 repos~2.4kAutomated safety check: PassMIT
Golem Create GolemThinkR-open/golem946—~473Automated safety check: PassCustom licence
Reflection Coachpaperclipai/paperclip99k—~3kAutomated safety check: PassMIT
Docker Composesickn33/agentic-awesome-skills47k1 repos~2.2kAutomated safety check: NotesMIT
ReflectNeoLabHQ/context-engineering-kit1.7k—~5.6kAutomated safety check: PassGPL-3.0

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Questions about Golem Agent Reflection

What does Golem Agent Reflection do?

Choosing and composing Golem client approaches across SDKs. An agent skill from golemcloud/golem. Golem Agent Reflection is an agent skill from golemcloud/golem. Choosing and composing Golem client approaches across SDKs.

When should I use Golem Agent Reflection?

Golem Agent Reflection fits situations like: caller-defined schemas; runtime discovery; fully dynamic invocation; environment-scoped agent identity rebinding is needed.

How do I install Golem Agent Reflection in Claude Code?

Run `npx skills add golemcloud/golem --skill golem-agent-reflection -a claude-code`. Or copy the skill folder (golem-skills/skills/common/golem-agent-reflection in golemcloud/golem) into .claude/skills/golem-agent-reflection in your project. Claude Code loads it when a task matches its description.

How do I install Golem Agent Reflection in Codex?

Run `npx skills add golemcloud/golem --skill golem-agent-reflection -a codex`. Or copy the skill folder (golem-skills/skills/common/golem-agent-reflection in golemcloud/golem) into .agents/skills/golem-agent-reflection in your project. Codex loads it when a task matches its description.

Can I use Golem Agent Reflection 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 golemcloud/golem --skill golem-agent-reflection -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-agent-reflection, .gemini/skills/golem-agent-reflection, .github/skills/golem-agent-reflection and .opencode/skills/golem-agent-reflection in your project.

What does Golem Agent Reflection need to run?

SKILL.md names no scripts, command-line tools or credentials: Golem Agent Reflection is instructions for the agent only.

Does Golem Agent Reflection 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 Agent Reflection 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 Agent Reflection use?

Golem Agent Reflection 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 Agent Reflection use?

About 2k tokens (SKILL.md is roughly 8.1k 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 Golem Agent Reflection?

Skills that share tags, products or a category with Golem Agent Reflection: Reflect (alirezarezvani/claude-skills, 28k stars), Golem Create Golem (ThinkR-open/golem, 946 stars), Reflection Coach (paperclipai/paperclip, 99k stars) and Docker Compose (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Golem Agent Reflection?

golemcloud (a GitHub organization) maintains it in golemcloud/golem, which has 1,507 GitHub stars. The repository holds 289 skills in this directory. The repository was last updated on October 8, 2026.

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