Antharmaya Labs · Open source · Hermes skill

Make the call you
won't regret.

Council of Hats gives Hermes five decision frameworks and a deterministic question engine — so high-stakes calls get interrogated, logged with their rationale, and reviewed against how they actually turned out.

install
$curl -fsSL antharmaya.com/council-of-hats/install.sh | bash
decision_log.db
frameworktradeoff_matrix
decisionCloudflare Workers over a VPS for the API
rationaleEdge latency + zero ops beat raw cost at our scale
alternativesself-hosted VPS · Vercel Edge
confidence0.8
outcome✓ verified — held up at launch
The problem

Agents are confident. Confidence isn't a decision process.

Left alone, an agent picks the first plausible option, never names the trade-off, never records why, and never checks whether it was right. Council of Hats turns that into a discipline — without slowing anything down.

The five patterns

Five hats. One sharper decision.

01

Trade-Off Matrix

Systems trade-off analysis

What are we really comparing, what constraint dominates, and what are we quietly deprioritizing?

02

Failure Modes

Distributed failure analysis

What's the blast radius? Which failures are we designing for — and which are we choosing to ignore?

03

End-to-End Verification

End-to-end integrity

Where could silent corruption hide, and what actually verifies correctness across the boundary?

04

Ethics Triage

Privacy & ethics review

What user data does this touch, what's the consent mechanism, and what's the retention policy?

05

Agent Trajectory

Agent trajectory evaluation

Was the reasoning sound, was confidence calibrated, and was the final decision actually correct?

How it works

Detect. Question. Log. Review.

01

Detect

Hermes spots decision-relevant context and loads the matching pattern — no prompting required.

02

Question

A deterministic engine asks 3–5 structured questions. No LLM, no stochastic drift, stdlib only.

03

Log

Answers, rationale, confidence and framework are written to a local SQLite decision log.

04

Review

Revisit past decisions, mark outcomes, and stop repeating the calls that already went wrong.

$ hermes tool ask_structured_question --pattern tradeoff_matrix

Deterministic. Local. Yours.

No LLM

The question engine is pure Python stdlib — deterministic, instant, and free. No tokens, no API key.

Local log

Every decision lives in ~/.hermes/decisions/decision_log.db. Yours, on your machine, forever.

5 patterns

Trade-offs, failure modes, end-to-end integrity, ethics, and agent trajectory — extend with your own.

Privacy gate

A built-in checklist fires before any feature that touches user data. Consent and retention, every time.

Better together

Council decides. Memory Bridge remembers — and checks if it worked.

Each tool stands alone. Run together, they close the loop: a decision made through a Council pattern is consolidated by Memory Bridge, tracked across every agent, and surfaced again the next time the same question comes up.

Give your agents a decision process.

$curl -fsSL antharmaya.com/council-of-hats/install.sh | bash

MIT licensed · Python 3.11+ · Hermes 0.16+ · No API keys