syda: AI-powered synthetic data generation — structured tables, unstructured documents, multi-provider LLM support

by syda-ai · Agent Tool · ★ 178

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

How to install syda

pip install syda
pip install syda sqlalchemy

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 52/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

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.

anthropiccodegendata-generationgeminigrokllmopenaipydantic-aipythonreferential-integrity

Quick Facts

Stars178
Forks80
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score52/100
Open Issues4
Last Updated2026-08-09
Created2025-05-11
Platformsgemini, python
Est. Tokens~13k

About syda

Syda - AI-Powered Synthetic Data Generation Generate high-quality synthetic data with AI while preserving referential integrity SYDA seamlessly generates realistic synthetic test data—including structured, unstructured, PDF, and HTML—using AI and large language models. It preserves referential integrity, maintains privacy compliance, and accelerates development workflows.

Compatible Skills

These tools work well together with syda for enhanced workflows:

  • datamimic — semantic(0.34)+complementary+rare_topics+same_lang+similar_pop+shared_platform (71%)
  • DataDesigner — semantic(0.44)+complementary+rare_topics+same_lang+shared_platform (64%)
  • subagents-pydantic-ai — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
  • pydantic-deepagents — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)

syda alternative? Top 6 similar tools

Looking for a syda alternative? If you're comparing syda with other agent tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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  • WorkflowAI by WorkflowAI · ⭐ 467

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collaborate to build and iterate on

  • pydantic-ai-backend by vstorm-co · ⭐ 132

    File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker-isolated sandboxes

  • airbyte-agent-connectors by airbytehq · ⭐ 115

    🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.

  • pydantic-ai-shields by vstorm-co · ⭐ 94

    Guardrail capabilities for Pydantic AI — cost tracking, prompt injection detection, PII filtering, secret reda

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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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