Agent skill

Spike

by openclaw in openclaw/openclaw

Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.

MITAuto-check passedDevelopment

Install Spike

skills CLI
$ npx skills add openclaw/openclaw --skill spike -a claude-code

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

GitHub CLI
$ gh skill install openclaw/openclaw spike --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/openclaw/openclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/spike .claude/skills/spike && 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
spike
GitHub stars
392k
Used in
1 other repo
Token cost
~473 tokens
SKILL.md length
211 words
Files
1
Skills in repo
93
Repo updated
First seen
Licence
MIT

At a glance

Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.

  • Works in 5 steps: Question: state the concrete feasibility… → Research: read enough docs/source to… → Build: create the smallest runnable… → …
  • Tasks that involve Prototyping
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Spike is an agent skill from openclaw/openclaw. Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.

Its SKILL.md is about 470 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, covering Prototyping. The repository describes itself as: The AI that really does things. Any OS. Any Platform. The lobster way. 🦞. The licence is MIT.

When your agent uses it

  • Tasks that involve Prototyping

Example prompts

  • “/spike”

Requirements

  • Docker

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  1. Question: state the concrete feasibility question.
  2. Research: read enough docs/source to choose credible approach.
  3. Build: create the smallest runnable artifact that validates or invalidates the idea.
  4. Stress: try one edge case or failure mode.
  5. Verdict: VALIDATED, PARTIAL, or INVALIDATED.

What it can do on your machine

Read from SKILL.md and the folder at commit 1eb5970. 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 (its code samples are markdown).

    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

Spike loads about 473 tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 211 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~24
When it runs · the whole SKILL.md, loaded when a task matches
~473

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

The full file from openclaw/openclaw at commit 1eb5970, republished under its MIT licence (© openclaw). 211 words, ~473 tokens.

Download SKILL.mdSave it as .claude/skills/spike/SKILL.md (or your agent's skills folder).
name
spike
description
Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.

Spike

Use when the user wants to test an idea before committing to a real build: "spike this", "quick prototype", "is this possible", "compare A/B", "before we build".

Do not use when reading docs/code can answer the question, or when the user clearly asked for production implementation.

Loop

  1. Question: state the concrete feasibility question.
  2. Research: read enough docs/source to choose credible approach.
  3. Build: create the smallest runnable artifact that validates or invalidates the idea.
  4. Stress: try one edge case or failure mode.
  5. Verdict: VALIDATED, PARTIAL, or INVALIDATED.

Output shape

  • Default workspace: .tmp/openclaw-spikes/<slug> unless user asks for a tracked repo-local path.
  • Repo-local option: spikes/<NNN-slug>/ with README.md and minimal code.
  • Prefer runnable CLI, tiny HTML, one endpoint, or focused test.
  • Avoid package sprawl, Docker, env files, app frameworks, and production cleanup.

Multi-spike ideas

  • Split into 2-5 independent questions.
  • Run the riskiest question first.
  • For A/B comparisons, keep inputs equal and measure the same dimensions.
  • Ask before building all variants if the work is more than a small prototype.

Verdict format

markdown
## Verdict: VALIDATED | PARTIAL | INVALIDATED

Question: ...
Evidence: exact command/output/measurement.
What worked: ...
What failed or surprised us: ...
Recommendation: ship / adjust / avoid, with the next production step.

Rules

  • An invalidated spike is useful when it rules out a path with evidence.
  • Do not merge spike code into production without rewriting it normally.
  • If external dependencies are evaluated, check health: recent release/commit, docs, license, install friction.

© openclaw, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in skills/spike of openclaw/openclaw.

Open the folder on GitHubat commit 1eb5970

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in openclaw/openclaw, which our catalogue first saw on October 8, 2026.

Compare with similar skills

Spike 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.

Spike compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Spike this skillopenclaw/openclaw392k1 repos~473Automated safety check: PassMIT
Native Feel Cross Platform Desktopyetone/native-feel-skill1.9k1 repos~1.5kAutomated safety check: PassMIT
Compound Engineering PrototypeEveryInc/compound-engineering-plugin25k—~1.9kAutomated safety check: PassMIT
Collaborating With CodexGuDaStudio/collaborating-with-codex1321 repos~712Automated safety check: PassMIT
Digikeyaklofas/kicad-happy1.4k1 repos~4.5kAutomated safety check: PassMIT
Collaborating With Antigravityappautomaton/agent-designer1311 repos~2.4kAutomated safety check: PassNone

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  • Compound Engineering Prototype

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Categories

Questions about Spike

What does Spike do?

Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict. Spike is an agent skill from openclaw/openclaw. Run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.

When should I use Spike?

Spike fits situations like: tasks that involve Prototyping.

How do I install Spike in Claude Code?

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

How do I install Spike in Codex?

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

Can I use Spike 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 openclaw/openclaw --skill spike -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/spike, .gemini/skills/spike, .github/skills/spike and .opencode/skills/spike in your project.

What does Spike need to run?

SKILL.md names no scripts, command-line tools or credentials: Spike is instructions for the agent only. Our summary lists: Docker.

Does Spike 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 Spike 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 Spike use?

Spike is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Spike use?

About 473 tokens (SKILL.md is roughly 1.9k 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 Spike?

Skills that share tags, products or a category with Spike: Native Feel Cross Platform Desktop (yetone/native-feel-skill, 1.9k stars), Compound Engineering Prototype (EveryInc/compound-engineering-plugin, 25k stars), Collaborating With Codex (GuDaStudio/collaborating-with-codex, 132 stars) and Digikey (aklofas/kicad-happy, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Spike?

openclaw (a GitHub organization) maintains it in openclaw/openclaw, which has 391,610 GitHub stars. The repository holds 93 skills in this directory. The repository was last updated on October 8, 2026.

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