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Add Orchard Kit β€” AI agent security with membrane filtering and coercion detection#13

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OrchardHarmonics wants to merge 1 commit intoguardrailsio:masterfrom
OrchardHarmonics:add-orchard-kit
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Add Orchard Kit β€” AI agent security with membrane filtering and coercion detection#13
OrchardHarmonics wants to merge 1 commit intoguardrailsio:masterfrom
OrchardHarmonics:add-orchard-kit

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Orchard Kit

Self-governance security architecture for AI agents.

pip install orchard-kit β€” Zero dependencies. Python 3.10+.

Security features:

  • Calyx Membrane β€” Adaptive boundary filtering that detects prompt injection, authority impersonation, identity extraction, and consent override attempts
  • Warm Water Detector β€” Catches AI output that's suspiciously smooth (anti-interpolation/confabulation defence)
  • Self-Audit β€” Runtime checking against Three Invariants (No Extraction, No Dominion, No Loops)
  • Trust Mesh β€” Multi-agent trust tiers with consent-based verification
  • Epistemic Hygiene β€” βœ…β–³β—‡ claim tagging to prevent confident confabulation

GitHub: github.com/OrchardHarmonics/orchard-kit

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