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Install in OpenClaw
/install analysis-no-recommendation
Description
Analysis compares options thoroughly but doesn't pick one — the decision is punted to the reader without guidance.
README (SKILL.md)
analysis-no-recommendation
A comparison without a recommendation makes the reader do the work. It looks thorough but leaves the decision where it started, and often signals that the author didn't want to commit.
Symptoms
- Analysis ends with "here are the options" and nothing further.
- Recommendation buried in hedges: "it depends", "either could work", "teams may prefer".
- Criteria listed but never applied to pick a winner.
- Author avoids stating a view because they fear being wrong.
What to do
- After the comparison, name the recommended option in one sentence. No hedging.
- Give the one-line reason the recommendation wins under the stated criteria.
- Call out the key uncertainty that would flip the recommendation — "if latency matters less than consistency, pick B instead".
- If the right answer genuinely depends on context the author doesn't have, ask for that context rather than punting.
- Being wrong with a specific recommendation is more useful than being vague. A wrong recommendation is correctable; a non-answer leaves the reader stuck.
Usage Guidance
This skill is low-risk: it's a text-only instruction that changes how an agent frames analysis (it tells the agent to give a one-line recommendation and justify it). There are no installs, no credentials, and no external network calls in the bundle. If you install it, review the SKILL.md to ensure its recommended behavior (forcing a single recommendation) matches your expectations for agent responses. Also note autonomous invocation is allowed by default on the platform — that is normal but means the agent could apply this guidance automatically when relevant.
Capability Analysis
Type: OpenClaw Skill
Name: analysis-no-recommendation
Version: 1.0.0
The skill bundle contains only metadata and behavioral guidelines in SKILL.md designed to improve the AI agent's decision-making and recommendation quality. There is no executable code, network activity, or evidence of malicious intent or prompt injection.
Capability Assessment
Purpose & Capability
Name/description (produce analysis that avoids giving a final recommendation) matches the SKILL.md content. The skill does not request binaries, credentials, or installs that would be unrelated to its stated purpose.
Instruction Scope
SKILL.md contains editorial guidance on how to produce analysis and recommendations; it does not instruct the agent to read files, call external endpoints, access environment variables, or perform other system actions.
Install Mechanism
No install spec and no code files are present. Being instruction-only means nothing is written to disk or fetched at install time.
Credentials
The skill requires no environment variables, credentials, or config paths — requests are proportional (none) to the stated editorial purpose.
Persistence & Privilege
always is false and model invocation is allowed (platform default). The skill does not request persistent/system-wide changes or elevated privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install analysis-no-recommendation - After installation, invoke the skill by name or use
/analysis-no-recommendation - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the "analysis-no-recommendation" skill.
- Provides thorough side-by-side analysis without making a final recommendation.
- Identifies common patterns where analysis is presented but decision-making is left to the reader.
- Offers guidance to improve analyses by making clear, actionable recommendations and clarifying uncertainties.
Metadata
Frequently Asked Questions
What is Analysis No Recommendation?
Analysis compares options thoroughly but doesn't pick one — the decision is punted to the reader without guidance. It is an AI Agent Skill for Claude Code / OpenClaw, with 63 downloads so far.
How do I install Analysis No Recommendation?
Run "/install analysis-no-recommendation" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Analysis No Recommendation free?
Yes, Analysis No Recommendation is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Analysis No Recommendation support?
Analysis No Recommendation is cross-platform and runs anywhere OpenClaw / Claude Code is available (macos, linux, windows).
Who created Analysis No Recommendation?
It is built and maintained by mvogt99 (@mvogt99); the current version is v1.0.0.
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