estimate
Run a structural estimation pipeline — routes to /workflows:work with estimation context from empirical-playbook
Install / Use
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill estimateInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of estimate
estimate scores 56/100 on our quality scale, 1537th of 1,657 Automation skills we index.
Its SKILL.md is 735 bytes long, written without headings and no code examples: fairly brief, so expect to fill in details yourself.
With 4,360 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 3 days ago, so estimate is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
estimate compared with similar skills
All 4 of these similar skills score higher than estimate; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| estimate (this skill)by brycewang-stanford | 56 | 4.4k | 3d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.6k | 11d ago | CLAUDE.md |
| rufloby ruvnet | 100 | 73.3k | today | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 83.9k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 4d ago | SKILL.md |
Frequently asked questions
- How do I install estimate?
- Run
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill estimate. The install tabs above show the steps for each supported agent. - Which AI agents does estimate work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is estimate safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is estimate still maintained?
- The repository was last updated 3 days ago, so estimate is actively maintained.
Skill content
View source on GitHubname: estimate description: "Run a structural estimation pipeline — routes to /workflows:work with estimation context from empirical-playbook" argument-hint: "<estimation specification or task>" disable-model-invocation: true
This command routes to /workflows:work with estimation pipeline context.
Before starting, load the empirical-playbook skill and its references/estimation-pipeline.md for the phased estimation workflow (data validation → identification → estimation → standard errors → robustness → results).
Now run /workflows:work with the estimation pipeline framing. Follow the phase gates in estimation-pipeline.md — do not proceed to the next phase until the current phase's gate conditions are met.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.