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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/BioactivityDataAcquisition

Installs into whichever agent you are using.

About this skill
🤖

Devin Config

Devin AI agent config

Quality Score

58/100

Category

Automation

Supported Platforms

Devin

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.

Substance
20/30
Structure
18/20
Description
15/15
Adoption
0/20
Freshness
5/15

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.

SkillScoreStarsUpdatedFormat
BioactivityDataAcquisition (this skill)by SatoryKono580—Devin Config
Agent-Reachby Panniantong10093.0k22d agoCLAUDE.md
Scraplingby D4Vinci10086.1ktodayMCP Server
rufloby ruvnet10074.0ktodayMCP Server
openclawby thedotmack10097.1k1d agoSKILL.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.

Phase: initialize

Router: research-workflow --phase initialize. This file holds the phase body for the single research-workflow router 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.

Related Skills

View on GitHub
GitHub Stars0
CategoryAutomation
UpdatedNaNy ago
Forks0

Trust signals

68/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

2 medium1 low