DDS-Solutions/AI-TadPole-OS

AI-Tadpole-OS a local-first "development platform" a Lily Pad to jump from for running autonomous AI agent teams on your own hardware. Coordinate parallel workflows, maintain full data privacy, and oversee every decision — no cloud required.

This repository also configures its own agents. See what AI-TadPole-OS tells them →

8Stars on the repository
107Mods indexed here, across every type
yesterdayLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

DDS-Solutions/AI-TadPole-OS

Skill Claude Code needs its repo

Performance profiling principles. Measurement, analysis, and optimization techniques.

not rated 8 yesterday A SkillSpector: pass 17 tokens original MIT

pii-redaction

50

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Zero-Trust PII sanitizer that redacts customer credit cards, phone numbers, SSNs, and addresses before data is sent to cloud LLM providers.

not rated 8 yesterday A 36 tokens original MIT

plan-writing

51

DDS-Solutions/AI-TadPole-OS

Skill Claude Code needs its repo

Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.

not rated 8 yesterday A SkillSpector: pass 31 tokens original MIT

powershell-windows

52

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.

not rated 8 yesterday A SkillSpector: pass 19 tokens original MIT

prototype

53

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Builds minimal, low-fidelity executable spikes or stub components to resolve "how should it look/behave" questions before production coding.

not rated 8 yesterday A 30 tokens original MIT

python-patterns

54

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

not rated 8 yesterday A SkillSpector: pass 30 tokens original MIT

red-team-tactics

55

DDS-Solutions/AI-TadPole-OS

Skill Claude Code needs its repo

Red team tactics principles based on MITRE ATT&CK v19.2 and MITRE ATLAS v2026.07. Stealth, defense impairment, and agentic swarm attack phases.

not rated 8 yesterday A SkillSpector: pass 44 tokens original MIT

research

56

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Executes isolated research and investigation subagents on throwaway git branches to prevent cluttering main working state.

not rated 8 yesterday A 23 tokens original MIT

rust-pro

57

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Master Rust 1.75+ with modern async patterns, advanced type system features, and production-ready systems programming. Expert in Tokio, Axum, and zero-cost abstractions.

not rated 8 yesterday A SkillSpector: pass 39 tokens original MIT

server-management

59

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.

not rated 8 yesterday A SkillSpector: pass 27 tokens original MIT

simplify-code

60

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Reduce complexity of over-engineered code. Identify unnecessary abstractions, remove dead code, flatten deep nesting, and simplify logic while preserving behavior.

not rated 8 yesterday A 32 tokens copy · 91% MIT

skillify

61

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Auto-create new skills from repetitive workflows. When you notice yourself doing the same multi-step process repeatedly, extract it into a reusable SKILL.md that any agent can use.

not rated 8 yesterday A SkillSpector: pass 37 tokens original MIT

smb-data-ingestion

62

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Parses and validates messy SMB data exports (CSV, Excel, Quickbooks PDFs, legacy SQL) into clean JSON-Schema & SQLite state for AI Digital Twins.

not rated 8 yesterday A 39 tokens original MIT

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

4-phase systematic debugging methodology with root cause analysis and evidence-based verification. Use when debugging complex issues.

not rated 8 yesterday A SkillSpector: pass 25 tokens original MIT

tailwind-patterns

64

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.

not rated 8 yesterday A SkillSpector: pass 26 tokens original MIT

tdd-workflow

65

DDS-Solutions/AI-TadPole-OS

Skill Claude Code needs its repo

Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.

not rated 8 yesterday A SkillSpector: pass 21 tokens original MIT

testing-patterns

66

DDS-Solutions/AI-TadPole-OS

Skill Claude Code needs its repo

Testing patterns and principles. Unit, integration, mocking strategies.

not rated 8 yesterday A SkillSpector: pass 16 tokens original MIT

to-spec

67

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Converts informal conversation context or brainstorms into formal, published specification files under docs/specs/.

not rated 8 yesterday A SkillSpector: pass 22 tokens original MIT

verify-changes

68

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Prove code works by running it, not just checking it exists. Verification through execution rather than inspection. Use after writing or modifying code to ensure it actually functions correctly.

not rated 8 yesterday A 38 tokens copy · 88% MIT

DDS-Solutions/AI-TadPole-OS

Skill Claude Code needs its repo

Advanced vulnerability analysis principles. OWASP Agentic Top 10 (2026), MITRE ATLAS, Supply Chain Security, attack surface mapping, risk prioritization.

not rated 8 yesterday A SkillSpector: pass 38 tokens original MIT

wayfinder

70

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Plan large multi-session initiatives wrapped in fog as a map of linked decision tickets, resolving them sequentially without context degradation.

not rated 8 yesterday A SkillSpector: pass 27 tokens original MIT

DDS-Solutions/AI-TadPole-OS

Skill Claude Code

Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "audit design", "review UX", or "check my site against best practices".

not rated 8 yesterday A 44 tokens copy · 80% MIT

webapp-testing

72

DDS-Solutions/AI-TadPole-OS

Skill Claude Code needs its repo

Web application testing principles. E2E, Playwright, deep audit strategies.

not rated 8 yesterday A SkillSpector: warn 20 tokens original MIT

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