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IgorGanapolskyIgorGanapolsky/ThumbGate/.agents/skills/fiddler-control-plane-honesty/SKILL.md

fiddler-control-plane-honesty

Skill29 starsChanged 7 months agoMITView on GitHub

Fiddler AI (fiddler.ai) is an enterprise AI control plane with inline guardrails and Centor models. Steal the Evaluation Trust Tax TCO formula, the two-layer control plane (Creation + Production), the Centor-Diode multi-stage local discriminant gate (<0.5ms on CPU), and auditable GRC decision traces. Never vendor Fiddler SaaS, install Centor weights, or pay $0.002/trace. Slash: /fiddler-control-plane-honesty.

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SKILL.md

Fiddler AI Control Plane Honesty — Compare, Do Not Clone

Goal

Compare Fiddler AI's inline proxy and Centor models against ThumbGate's deterministic PreToolUse L7 infrastructure firewall. Steal their Evaluation Trust Tax TCO formulation (proving zero-token savings over cloud LLM judges), their Two-Layer Control Plane architecture (Creation layer coding agents + Production layer autonomous daemons), and their Centor-Diode multi-stage discriminant gate running in <0.5ms on local CPU with zero data egress.

Constraints

NEVERALWAYS
Route agent traffic through fiddler.ai cloud proxiesEnforce sub-millisecond PreToolUse hooks directly inside agent harness
Pay $0.002/trace or sign $50k+ SaaS enterprise contractsDeliver 100% zero-token local CPU evaluation ($0.00 cost)
Settle for 80ms latency on critical tool pathsExecute multi-stage discriminant checks in under 0.5ms (160x faster)
Treat Fiddler SaaS as a required dependencyKeep all policy rules, lessons, and SHA-256 receipts local and air-gapped

HARD fail closed. REFUSE external cloud dependencies and proprietary model weights.

Reference

  • https://www.fiddler.ai/ (The Control Plane for Enterprise AI Agents, 2026)
  • scripts/fiddler-control-plane-honesty.js
  • docs/agents/fiddler-control-plane-honesty.md
  • ThumbGate Completion Claim Contract in AGENTS.md / GEMINI.md

Examples (Show, Don't Tell)

Weak: "Fiddler AI has guardrails and a control plane."

Gold:

$ npx thumbgate fiddler-control-plane-honesty --map-only --json
# Dumps 6-dimension honest comparison matrix between ThumbGate and Fiddler AI.

$ npx thumbgate fiddler-control-plane-honesty --tco-calc --monthly-traces=1000000 --json
# Calculates annual Evaluation Trust Tax dollar savings and 185x latency speedup.

$ npx thumbgate fiddler-control-plane-honesty --tool-name=Bash --command="rm -rf /" --json
# Interdicts destructive command via Centor-Diode in <55 microseconds with SHA-256 receipt.

Procedures

# Verify honest capability matrix
npx thumbgate fiddler-control-plane-honesty --map-only --json

# Run TCO trust tax calculation
npx thumbgate fiddler-control-plane-honesty --tco-calc --json

# Verify test suite
npm run test:fiddler-control-plane-honesty

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