Make your functions return something meaningful, typed, and safe!
- python
- python3
- functional-programming
- fp
Repository Index
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TranslatedClaude Guardian is an all-in-one Claude account safety and risk prevention skill. Claude防封实战 (Claude anti-ban practice) It intelligently assesses your device, account history, network environment, and payment options, then provides personalized guidance for local, VPS, or virtual machine setups.
- agent-skills
- claude-code
- claude-skills
- codex-skill
Resources on programming practices for safety-critical software.
- safety-critical
- safety-standards
- safety
- awesome-lists
A clinical decision-evidence benchmark: pull the one fact an answer rests on, and see whether the assistant's action moves with the evidence. Built on HealthBench.
PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL
- gym
- pybullet
- reinforcement-learning
- control
FactCircuit: an auditable claim-and-evidence verification loop with immutable provenance, staged checks, bounded retrieval, and reproducible evaluation.
- accuracy-decline
- ai-safety
- audit-trail
- fact-checking
Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.
- agent-security
- ai-agents
- audit-log
- claude-code
Romanian and Ukrainian child-safety structured-check toolkit and synthetic research records
Free Instagram view booster for Reels, Stories and Videos. Increase views, reach and engagement with smart delivery system. Easy to use, multiple safety modes, fully configurable.
- 2026
- configuration
- engagement
- free
Runtime defense against memory poisoning in AI agents (OWASP ASI06). Drop-in for LangChain, OpenAI Agents, AutoGen, CrewAI and mem0.
Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses | 500+ Papers | Perception, Cognition, Planning, Interaction, Agentic System
- adversarial-attacks
- ai-safety
- autonomous-driving
- backdoor-attacks
Safe Bayesian Optimization
- gaussian-processes
- optimization
- robotics
- reinforcement-learning
Generate PyAnnotate annotations from your pytest tests.
- python
- mypy
- type-safety
- tools
Fully typesafe, Rust-like Result and Option types for Python
- python3
- rust
- result-type
- rust-option
The Scenario Architect provides a lightweight graphical user interface that allows a straightforward realization and manipulation of concrete driving testing scenarios. Exemplary usecases are the validation of an online verification framework or training of an prediction algorithm.
- safety
- scenario
Runtime guardrails for Claude Code. Auto-approve what's safe, gate what's risky, block what's dangerous. Dual enforcement, full audit trail. MIT.
Trust metadata for AI agents — a stamp costs ~15 tokens, re-verifying costs 15,000. Agents stamp what they verify; the next agent runs 'akf check' and builds on it. pip install akf
Prompt-injection firewall for LLM applications — 33 input detectors, 9 output scanners, federated ed25519-signed threat-intel feed. Apache 2.0, 1040 tests, F1 96.0% with 0% false positives. Docker, GitHub Action, LangChain/LlamaIndex/CrewAI integrations.
- agentic-ai
- ai-safety
- fastapi
- langchain
3-level override system for Claude Code - prevents destructive system operations. Born from a real incident.