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Cyborgize yourself, agentically.

01 · capture

# Turn every aspect of yourself into data.

What you know and do is persisted, day after day, until a complete, readable version of you exists.

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Three principles. Everything else follows.

Becoming AI-native is a migration, not a tool purchase. You move pieces of how you think into durable systems you own, one at a time.

you@cybernetics:~/principles$cat PRINCIPLES.md

principle/01

01 Data first, AI second

Compute without a data foundation is a hallucination dispenser.

Everything you plan, learn, decide and fix lands in one structured database — facts in a warehouse, live work in an operational layer. AI is only as good as what it can read.

principle/02

02 AI agnostic

Your data does not live on any LLM platform.

Persistence is separate from the LLM providers. Swap Claude for another provider, or use several at once: the same records can write code, draw images or draft ads.

principle/03

03 Closed loops

Every lap makes the next one better.

Who did what, when, with which knowledge, and how it turned out — all recorded. Finished work feeds back as experience, so processes improve instead of repeating mistakes.

  • Lean by design.
  • - Only an LLM and your database. No extra repos, apps or governance layers to run.
  • - Skills extend it quickly; typing or talking to your agent does the daily work.
  • - Access by personal token: least exposure, easy to share, easy to revoke.

Two layers make a person legible: what you know, and what you do.

The Data Base holds your knowledge, how-tos and references. Project Management holds your goals and tasks — with the Data Base built in, so every task carries the know-how to finish it.

you@cybernetics:~/know-do$tmux split-window -h 'data-base' 'projects'

tmux · know │ do

data-base> query knowledge --kind how-to,ref

IDKINDTITLE
#001how-toDeploy to production
#002refStripe API docs
#003knowledgePricing rationale
#004how-toWeekly review ritual

(4 rows)

projects> tree ~/goals/launch-v2

launch-v2/

├──[ ]billing

├──[ ]ship-v2

└──[ ]pricing-page

1 goal · 3 tasks · 0 linked

❯ ln -s data://ref#002 projects://launch-v2/billing

CYBORGIZE(1)CYBORGIZE(1)

DESCRIPTION
Knowledge becomes context. How-tos and references are records, not buried notes — queryable by you and by your agents.
LINKING
Tasks carry their know-how. Link a task to the records it needs; whoever picks it up — you or an agent — starts informed.
FEEDBACK
Outcomes flow back. Finished work leaves new knowledge behind, so the system gets sharper every time you use it.

Four platforms. One of you.

Each platform runs on its own and ships its own MCP server. Together they share one person — and the fourth, the Agentic Platform, puts it all to work.

you@cybernetics:/opt/cybernetics$ps aux | grep cybernetics

01 · foundation

# Data Base

> The foundation. Your knowledge, structured.

The foundation of everything else. One database you own for knowledge, how-tos, references, finances and any other things you can define — tables, views and a record graph that you and your agents can query.

  • -Knowledge, how-tos and references as linked records
  • -Custom tables, fields and views — no schema lock-in
  • -Graph of relations between records
open data basecybernetics.avarile.com
data base — mcp
data base: Per-user access tokens and one MCP endpoint: your agents get exactly the access you grant.

› Per-user access tokens and one MCP endpoint: your agents get exactly the access you grant.

One memory. Any agent.

Knowledge from the Data Base, work from Project Management and relationships from the CRM are consumed over MCP — by Claude Code, Codex, ChatGPT, Claude Cowork, our own Agentic Platform or any other MCP client. Your data stays put; the model is your choice.

you@cybernetics:~/.config/mcp$mcp connect --all

data-base

Data Base

what you know

mcp ▸ query_records

projects

Project Management

what you do

mcp ▸ list_projects

crm

CRM

who your clients are

mcp ▸ find_many_people

consumer ▸ claude code

terminal · coding agent

Claude Code

> Pick up a task, ship it, close the loop.

Claude Code claims work from Project Management, follows the how-to in your Data Base, and records what it did when it's done.

  • -Claims work items assigned to it
  • -Follows your how-tos and runbooks
  • -Comments on the work item and closes it
you@claude-code — mcp session

you ❯

cat setup.sh
# tokens: avarile.com/docs/connect/access-tokens

claude mcp add --transport http cybernetics-data \
  https://cybernetics.avarile.com/api/mcp \
  --header "Authorization: Bearer $CYBERNETICS_DATA_TOKEN"

claude mcp add --transport http cybernetics-projects \
  https://projects.avarile.com/api/mcp \
  --header "Authorization: Bearer $CYBERNETICS_PROJECTS_TOKEN"

claude mcp add --transport http cybernetics-crm \
  https://crm.avarile.com/mcp

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Become legible to your agents.

you@cybernetics:~$sudo cyborgize --me

[sudo] password for you: ••••••••

✓ welcome, cyborg. start with your knowledge and your projects — everything else plugs in when you're ready.

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