SignalLayerLabs/Marginal

integration: migrate Codex normalization onto hookkit without behavior change about 2 hours ago

help wanted integration codex

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

integration: research GitHub Copilot agent/CLI lifecycle support about 2 hours ago

help wanted integration research

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

integration: research a Gemini CLI Observe adapter about 2 hours ago

help wanted integration research

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

research: design a privacy-safe no-progress trace corpus about 2 hours ago

help wanted research privacy

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

challenge: find useful verification MARGINAL could mistake for waste about 2 hours ago

help wanted research false-positive

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

benchmark: contribute a verified-success Codex OFF/ON workload about 2 hours ago

help wanted benchmark codex

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

research: test no-progress state evidence in large repos and monorepos about 2 hours ago

help wanted research

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

research: characterize governance latency across platforms about 2 hours ago

help wanted research benchmark

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

demo: add a copyable no-progress trace snippet about 2 hours ago

documentation good first issue demo

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

docs: add a contributor-facing capability glossary about 2 hours ago

documentation good first issue

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

docs: add a shareable safe-telemetry example bundle about 2 hours ago

documentation good first issue privacy

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

docs: add status and doctor troubleshooting examples about 2 hours ago

documentation good first issue codex

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

docs: add a five-minute first-contribution path about 2 hours ago

documentation good first issue

SignalLayerLabs/Marginal

9

Open-source no-progress governor for AI coding agents. Detect repeated work that changes nothing. Shadow first, enforcement only after evidence.

Python

#agent-governance#agent-observability#ai-agent#ai-coding-agents#claude-code#codex#coding-agents#opencode#runtime-governance

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