General

spike - Claude MCP Skill

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

SEO Guide: Enhance your AI agent with the spike tool. This Model Context Protocol (MCP) server allows Claude Desktop and other LLMs to run throwaway prototypes to validate feasibility, compare approaches, and report a verdict.... Download and configure this skill to unlock new capabilities for your AI workflow.

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SKILL.md
# 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.

Signals

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Information

Repository
clawdbot/clawdbot
Author
clawdbot
Last Sync
9/2/2026
Repo Updated
9/2/2026
Created
5/17/2026

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