Evaluate a workflow
Determine whether a repeated workflow needs an Agent, an automation, a reusable Skill, or only a documented process.
Agents
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Failed or incomplete first runs are refundedAgent Opportunity Assessor
Decide what deserves to become an Agent.
Turn a workflow, Skill, keyword, product idea, or raw user signal into a structured decision across Agent Fit, Opportunity Fit, and Build Readiness.
What you receive
- A concise input summary and separation of mixed opportunities
- Independent Agent Fit, Opportunity Fit, and Build Readiness assessments
- Facts, inferences, assumptions, unknowns, and blockers clearly separated
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A decision system for Agent opportunities
Many Agent ideas start as an unclear mix of a user pain, a workflow, a keyword, and a possible implementation. This Agent separates those signals before recommending what to build.
It evaluates Agent Fit, Opportunity Fit, and Build Readiness independently, then recommends the simplest product form that can produce the desired result.
Use it for
Review a Skill or prompt
Identify whether existing instructions already solve the job or should become part of a broader Agent loop.
Assess a keyword or user signal
Extract the target user, pain, trigger, and desired outcome without treating a keyword as proof of demand.
Example task
Assess whether this recurring sales handoff should become an Agent.
What you receive
- A concise input summary and separation of mixed opportunities
- Independent Agent Fit, Opportunity Fit, and Build Readiness assessments
- Facts, inferences, assumptions, unknowns, and blockers clearly separated
- A simpler-alternative check across guide, prompt, Skill, and automation
- A recommended product form with the reasoning behind it
- The fastest validation action and an optional Agent definition or Build Request draft
How it works
Clarify the job
Extract the target user, pain, trigger, current workaround, and desired outcome, then split mixed jobs.
Evaluate three dimensions
Assess Agent Fit, Opportunity Fit, and Build Readiness separately, using only the evidence available.
Recommend the next form
Choose the simplest viable form and define the smallest action that can validate the key uncertainty.
Important boundaries
- It does not treat a keyword, trend, or competitor as proof of market demand.
- It does not claim current search volume, competitor data, or tool availability unless those facts were actually verified.
- It does not equate technical feasibility with business value.
- It will recommend a Guide, Prompt, Skill, or automation when an Agent would add unnecessary complexity.
- High-risk or irreversible actions require explicit tools, permissions, safeguards, and human approval.
Frequently asked questions
What can I submit?
You can submit free-form notes, a workflow, SOP, SKILL.md, prompt, keyword, product idea, user feedback, competitor observation, or a combination of them.
Does a high Agent Fit mean I should build it?
No. Agent Fit only describes whether an Agent loop suits the job. Opportunity Fit and Build Readiness may still be weak or unknown.
Will it give me one total score?
No. It keeps the three decisions separate so a neat total score cannot hide weak evidence, missing demand, or implementation blockers.
Can it recommend something simpler than an Agent?
Yes. It may recommend a guide, prompt, template, Skill, or deterministic automation when that is sufficient.
Can it create a full production Agent?
It can produce an initial definition or Build Request draft. Production integrations, permissions, testing, deployment, and acceptance still require the appropriate implementation workflow.
Ready to put this Agent to work?
Choose an example or describe your own task to get a structured result.