BioactivityDataAcquisition
BioETL is a data processing framework for acquiring, normalizing, and validating bioactivity-related datasets from multiple external sources.
Install / Use
npx skills add SatoryKono/BioactivityDataAcquisitionInstalls into whichever agent you are using.
Devin Config
Devin AI agent config
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of BioactivityDataAcquisition
BioactivityDataAcquisition scores 58/100 on our quality scale, 2743rd of 2,883 Automation skills we index.
Its Devin Config is 2.0 KB long, well organised into 8 sections with 2 code examples: moderately detailed.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- We could not determine when the repository was last updated.
- 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 68/100, with 3 cautions 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.
BioactivityDataAcquisition compared with similar skills
All 4 of these similar skills score higher than BioactivityDataAcquisition; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| BioactivityDataAcquisition (this skill)by SatoryKono | 58 | 0 | — | Devin Config |
| Agent-Reachby Panniantong | 100 | 93.0k | 22d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 86.1k | today | MCP Server |
| rufloby ruvnet | 100 | 74.0k | today | MCP Server |
| openclawby thedotmack | 100 | 97.1k | 1d ago | SKILL.md |
Frequently asked questions
- How do I install BioactivityDataAcquisition?
- Run
npx skills add SatoryKono/BioactivityDataAcquisition. The install tabs above show the steps for each supported agent. - Which AI agents does BioactivityDataAcquisition work with?
- It is written for Devin, as a Devin Config file. Other agents that read the same format can often use it too.
- Is BioactivityDataAcquisition safe to use?
- It declares no license and scores 68/100 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 BioactivityDataAcquisition still maintained?
- We could not determine when the repository was last updated.
Skill content
View source on GitHubPhase: initialize
Router:
research-workflow --phase initialize. This file holds the phase body for the singleresearch-workflowrouter skill (../SKILL.md). Do not promote it to a standalone skill.
When to Use
- Starting a new product development project
- Beginning a research initiative that needs traceable evidence
- Creating a workspace for explicit decision-making
Prerequisites
- User must provide a project brief (text description of what they're building)
- Optionally: custom path for ledger workspace (default:
./ledger/)
Workflow Steps
<required> 1. Parse the brief into structured components 2. Validate brief completeness (goals, constraints identifiable) 3. Create directory structure 4. Generate BRIEF.md 5. Generate PILLARS.md with default configuration 6. Confirm initialization complete </required>Brief Validation
Extract from the user's input:
| Component | Description | Required | | ---------------- | ----------------------------------- | ----------- | | Core idea | What is being built (1-2 sentences) | Yes | | Target users | Who will use this | Yes | | Key goals | What success looks like | Required | | Constraints | What's explicitly out of scope | Recommended | | Context | Any domain-specific information | Optional |
Directory Structure
mkdir -p ledger/{00-brief,01-pillars}
mkdir -p ledger/02-evidence/{market,users,tech,competitors,design,legal,ops,economics}
mkdir -p ledger/{03-synthesis,04-decisions,05-risks,06-prd,07-architecture,08-plan,09-brand,10-gtm-ops}
Output
## Ledger Initialized
**Path:** ./ledger/
**Brief:** [2-3 sentence summary]
**Pillar Priorities:**
1. [High priority pillars]
2. [Medium priority pillars]
3. [Lower priority pillars]
**Next step:** Run research workflow with --phase evidence
See also: ../brief-template.md, ../pillar-definitions.md.
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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.
