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brain-operator

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UpdatedJune 20, 2026 at 09:22

Run the daily operator loop for a Company Brain. Use when the user says run today's brain check, do the morning review, check the queue, what needs review, show blockers, check sources, run maintenance, process the ADD_TO_BRAIN folder, I added something to the company brain folder, or give me the next actions.

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sabirmgd

sabirmgd/company-brain-harness

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Based on SOC occupation classification

Computer Occupations, All OtherComputer and Mathematical Occupations·SOC 15-1299

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SKILL.md

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name	brain-operator
description	Run the daily operator loop for a Company Brain. Use when the user says run today's brain check, do the morning review, check the queue, what needs review, show blockers, check sources, run maintenance, process the ADD_TO_BRAIN folder, I added something to the company brain folder, or give me the next actions.

Brain Operator

Run the operating loop and explain results in plain language. The operator can be a person, consultant, or AI agent.

Daily Loop

Resolve the brain root.
Run connection check.
Run source registry check.
Run brain health.
Run brain lint.
If ADD_TO_BRAIN/ exists, run the drop-zone digest.
Inspect the staged proposal queue and flagged digest items.
Produce a punch list.

Command Pattern

Run internally:

python3 <plugin-root>/bin/connections-check.py --root "$BRAIN_ROOT"
python3 <plugin-root>/bin/source-registry-check.py --root "$BRAIN_ROOT"
python3 <plugin-root>/bin/brain-health.py --root "$BRAIN_ROOT"
python3 <plugin-root>/bin/brain-lint.py --root "$BRAIN_ROOT" --stale-days 30
python3 <plugin-root>/bin/add-to-brain-digest.py --root "$BRAIN_ROOT" --write

Run add-to-brain-digest.py only when the brain root contains ADD_TO_BRAIN/ or company-brain.yml uses operating_profile: simple-team.

Output Shape

Today's brain check: Ready / Needs review / Blocked

Needs review:
- staged notes:
- proposed sources:
- stale notes:
- broken links:

Next three actions:
1.
2.
3.

Weekly Loop

review stale notes
review source ownership
review restricted access
review schedule and auto-promotion rules
review simple-team digest automation and flagged drop-zone files
invite missing teammates

Guardrails

In the default governed profile, do not promote staged notes without explicit approval.
In simple-team, low-risk manual drop-zone contributions may be processed when policy allows it.
Do not auto-enable proposed sources.
Do not treat the drop zone as permission to ingest broad personal source exports.
Do not inspect restricted folders.
Treat warnings as review tasks, not proof that the brain is wrong.

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brain-contribute

sabirmgd/company-brain-harness

Help a Team Member contribute knowledge safely through a short guided interview or simple drop-zone flow. Use when the user says I want to add what I know, document my role, share my process, add an SOP, update stale facts, suggest team sources, I added a file, or tell the brain about my work.

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brain-intake

sabirmgd/company-brain-harness

Stage or process one document, link, pasted text, transcript, note, or raw artifact into the company brain flow. Use when the user says add this to the brain, ingest this doc, file this note, where should this go, turn this into a brain note, add this document from ADD_TO_BRAIN, or stage this for review.

2026-06-200

brain-owner

sabirmgd/company-brain-harness

Guide the Brain Owner, founder, admin, or team lead through setup and approval decisions. Use when the user says I own this brain, I want to launch the company brain, approve policy, approve sources, choose the operator, choose simple-team or governed mode, invite the team, decide restricted access, or check pilot readiness.

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brain-schedule

sabirmgd/company-brain-harness

Create or update the Company Brain operating schedule for human-gated or autonomous runs. Use when the user says schedule the brain check, set the morning review, automate daily checks, run without a human, keep human in the loop, set cron, or define auto-capture guardrails.

2026-06-200

brain-setup

sabirmgd/company-brain-harness

Scaffold a new team-first Company Brain root without populating company data. Use when the user asks to create the brain files, generate the scaffold, initialize a brain root, create routing, create config, create policy, create source registry, choose the simple automated team model, or run the setup step after owner guidance.

2026-06-200

brain-start

sabirmgd/company-brain-harness

Front door for plain-English Company Brain requests when the user's role or next step is unclear. Use when the user says I want to set up my company brain, help me start, I want to use the brain, what should I do next, create a company brain, operate the brain, or add knowledge but the right role is not clear.

2026-06-200

name	brain-operator
description	Run the daily operator loop for a Company Brain. Use when the user says run today's brain check, do the morning review, check the queue, what needs review, show blockers, check sources, run maintenance, process the ADD_TO_BRAIN folder, I added something to the company brain folder, or give me the next actions.

Brain Operator

Run the operating loop and explain results in plain language. The operator can be a person, consultant, or AI agent.

Daily Loop

Resolve the brain root.
Run connection check.
Run source registry check.
Run brain health.
Run brain lint.
If ADD_TO_BRAIN/ exists, run the drop-zone digest.
Inspect the staged proposal queue and flagged digest items.
Produce a punch list.

Command Pattern

Run internally:

python3 <plugin-root>/bin/connections-check.py --root "$BRAIN_ROOT"
python3 <plugin-root>/bin/source-registry-check.py --root "$BRAIN_ROOT"
python3 <plugin-root>/bin/brain-health.py --root "$BRAIN_ROOT"
python3 <plugin-root>/bin/brain-lint.py --root "$BRAIN_ROOT" --stale-days 30
python3 <plugin-root>/bin/add-to-brain-digest.py --root "$BRAIN_ROOT" --write

Run add-to-brain-digest.py only when the brain root contains ADD_TO_BRAIN/ or company-brain.yml uses operating_profile: simple-team.

Output Shape

Today's brain check: Ready / Needs review / Blocked

Needs review:
- staged notes:
- proposed sources:
- stale notes:
- broken links:

Next three actions:
1.
2.
3.

Weekly Loop

review stale notes
review source ownership
review restricted access
review schedule and auto-promotion rules
review simple-team digest automation and flagged drop-zone files
invite missing teammates

Guardrails

In the default governed profile, do not promote staged notes without explicit approval.
In simple-team, low-risk manual drop-zone contributions may be processed when policy allows it.
Do not auto-enable proposed sources.
Do not treat the drop zone as permission to ingest broad personal source exports.
Do not inspect restricted folders.
Treat warnings as review tasks, not proof that the brain is wrong.