FlashLearn: Integrate LLM in any pipeline - fit/predict pattern, JSON driven flows, and built in concurency support

by Pravko-Solutions · Agent Tool · ★ 607

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install FlashLearn

pip install flashlearn

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 69/100

Flagged: environment access. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agentic-ai-developmentaiai-agentsai-agents-frameworkconcurrencyetl-pipelinellmllm-agentpython

Quick Facts

Stars607
Forks38
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score69/100
Last Updated2025-03-10
Created2025-01-16
Platformspython
Est. Tokens~96k

About FlashLearn

Flash Learn - Agents made simple FlashLearn provides a simple interface and orchestration (up to 1000 calls/min) for incorporating Agent LLMs into your typical workflows and ETL pipelines. Conduct data transformations, classifications, summarizations, rewriting, and custom multi-step tasks, just like you’d do with any standard ML library, harnessing the power of LLMs under the hood.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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