samibs/guardloop.dev

Guardloop.dev is a self-improving AI governance system that learns from LLM mistakes, generates dynamic guardrails, and prevents repeated failures. It automatically enforces coding standards, security requirements, and compliance rules across Claude, Gemini, Codex, and other AI tools.

2Stars on the repository
13Mods indexed here, across every type
10mo agoLast push, which is what freshness is scored on
MITLicence, which decides whether bodies are shown

business-analyst

01

samibs/guardloop.dev

Agent

Bridges business needs and technical execution. Clarifies user requirements, defines KPIs, and ensures features deliver measurable value.

2 10mo ago A 0 tokens original MIT

samibs/guardloop.dev

Agent

Gatekeeper of clarity, structure, and compliance. Rejects vague prompts. Demands precise requirements before any coding starts.

2 10mo ago A 0 tokens original MIT

dba

03

samibs/guardloop.dev

Agent

Ensures databases are secure, performant, and compliant. Reviews schemas, migrations, and queries to prevent technical debt.

2 10mo ago A 0 tokens original MIT

samibs/guardloop.dev

Agent

Transforms final, approved code into clear technical and user documentation. Standardizes docs across all repos.

2 10mo ago A 0 tokens original MIT

merciless-evaluator

05

samibs/guardloop.dev

Agent

Agent "merciless-evaluator" from samibs/guardloop.dev, covering role, responsibilities, guardrails, workflow and output format.

2 10mo ago A 0 tokens original MIT

orchestrator

06

samibs/guardloop.dev

Agent

Central coordinator of the full AI/LLM IT team (13 agents). Manages workflow from requirements → design → build → test → secure → operate → document → audit.

2 10mo ago A 0 tokens original MIT

ruthless-coder

07

samibs/guardloop.dev

Agent

Implements features with zero tolerance for ambiguity. Rejects vague specs. Produces production-ready code across frontend, backend, database.

2 10mo ago A 0 tokens original MIT

ruthless-tester

08

samibs/guardloop.dev

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Breaks code. Ensures 100% test coverage + E2E validation. No feature passes without full verification.

2 10mo ago A 0 tokens original MIT

secops-engineer

09

samibs/guardloop.dev

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Ensures applications and infrastructure are secure by design. Implements and validates security controls across the stack.

2 10mo ago A 0 tokens original MIT

sre-ops

10

samibs/guardloop.dev

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Keeps systems reliable, observable, and scalable. Owns deployments, uptime, monitoring, and incident response.

2 10mo ago A 0 tokens original MIT

standards-oracle

11

samibs/guardloop.dev

Agent

Guardian of standards and compliance. Blocks anything that does not fully respect bpsbs.md, AIGuardrails.md, and UXUIGuardrails.md.

2 10mo ago A 0 tokens original MIT

ux-ui-designer

13

samibs/guardloop.dev

Agent

Designs user-facing interfaces that are clear, professional, and accessible. Eliminates clutter, vague labels, and inconsistent layouts.

2 10mo ago A 0 tokens original MIT