Mind (Society of Mind)

openkoi mind lets you introspect the Society of Mind — the five agencies that deliberate on every task processed through openkoi think.

Subcommands

Subcommand	Description
parliament	Show the last parliamentary deliberation
agencies	List active agencies with weights and recent verdicts
dissent	Show cases where agencies disagreed
calibrate	Review agency prediction accuracy vs. actual outcomes

When run without a subcommand, defaults to parliament.

The Five Agencies

Every task that passes through openkoi think is evaluated by five agencies before execution:

Agency	Role	Focus
Guardian	Safety & reversibility	Can this be undone? What's the blast radius? Has veto power.
Economist	Cost & efficiency	Token cost, API calls, time budget. Optimizes for frugality.
Empath	Human impact	Recipient experience, tone, timing, social awareness.
Scholar	Factual accuracy	Evidence quality, source verification, confidence levels.
Strategist	Final synthesis	Weighs all agencies, resolves conflicts, decides proceed/block/escalate.

Each agency votes independently: APPROVE, APPROVE+ (with caveat), ABSTAIN, or BLOCK. The Guardian can unilaterally block any action.

openkoi mind parliament

Shows the most recent parliamentary deliberation record:

$ openkoi mind parliament

╭─────────────────────────────────────────────────────────────╮
│ LAST DELIBERATION                                            │
│                                                              │
│ Task: "Draft a response to the investor email from Alice"    │
│ Time: 2026-03-04 09:15                                      │
│                                                              │
│  Guardian   APPROVE     — Draft mode, reversible             │
│  Economist  APPROVE     — ~$0.01, one inference              │
│  Empath     APPROVE+    — "Add a reassurance note"           │
│  Scholar    APPROVE+    — "Verify investor name"             │
│  Strategist PROCEED     — with Empath & Scholar caveats      │
│                                                              │
│ Outcome: Executed successfully                               │
╰─────────────────────────────────────────────────────────────╯

openkoi mind agencies

Lists all agencies with their current weights and a summary of recent activity:

$ openkoi mind agencies

╭─────────────────────────────────────────────────────────────╮
│ AGENCIES                                                     │
│                                                              │
│  Agency      Weight  Last 7d   Accuracy                     │
│  ─────────────────────────────────────────                   │
│  Guardian     0.30    12 votes   100%                        │
│  Economist    0.20    12 votes   92%                         │
│  Empath       0.15    10 votes   85%                         │
│  Scholar      0.20    11 votes   89%                         │
│  Strategist   0.15    12 votes   94%                         │
╰─────────────────────────────────────────────────────────────╯

Weights are adjusted over time based on calibration data. Agencies that are consistently accurate gain more influence.

openkoi mind dissent

Shows cases where agencies disagreed — these are the most interesting deliberations because they reveal decision boundaries:

$ openkoi mind dissent

╭─────────────────────────────────────────────────────────────╮
│ DISSENT RECORDS — Last 7 days                                │
│                                                              │
│  Mar 4  "Delete staging DB"                                  │
│         Guardian: BLOCK  │  Economist: APPROVE               │
│         Resolution: BLOCKED (Guardian veto)                  │
│         Outcome: Correct — DB was still referenced           │
│                                                              │
│  Mar 3  "Send casual Slack reply"                            │
│         Empath: APPROVE  │  Scholar: ABSTAIN                 │
│         Resolution: APPROVED                                 │
│         Outcome: Reply was well-received                     │
│                                                              │
│  Mar 1  "Deploy to production at 5 PM Friday"                │
│         Guardian: BLOCK  │  Economist: APPROVE               │
│         Resolution: BLOCKED                                  │
│         Outcome: Correct — deploy would have hit peak        │
╰─────────────────────────────────────────────────────────────╯

openkoi mind calibrate

Reviews historical accuracy: how often each agency's prediction matched the actual outcome. This is essential for understanding whether the agent's judgment is well-calibrated:

$ openkoi mind calibrate

╭─────────────────────────────────────────────────────────────╮
│ AGENCY CALIBRATION — Last 30 days                            │
│                                                              │
│  Agency      Predictions  Correct  Accuracy  Trend          │
│  ──────────────────────────────────────────────────          │
│  Guardian     28           28       100%      ━━━ stable     │
│  Economist    45           41       91%       ↑ improving    │
│  Empath       32           27       84%       ━━━ stable     │
│  Scholar      38           34       89%       ↑ improving    │
│  Strategist   45           42       93%       ━━━ stable     │
│                                                              │
│ Overall judgment accuracy: 91%                               │
╰─────────────────────────────────────────────────────────────╯

Related Commands

• openkoi think — The command that triggers parliamentary deliberation
• openkoi soul — The Sovereign identity that generates directives
• openkoi reflect honest — Epistemic audit of where the agent was wrong