Files
AIPass/.aipass/tier1_navmap.md
T

7.9 KiB

AIPass — Navigation map

AIPass is the system: autonomous agents (citizens) with identity, memory, and a mailbox, providing services to each other and to external projects. Each agent lives in a branch — its home and address. Everything routes through drone.

Finding your way

You can't carry everything; you can find anything. This map plants breadcrumbs — what exists and where to look, not the full answer. Cheapest, highest-signal sources first:

  • bare drone @agent — the agent's live self-map of modules and commands.
  • drone @agent --help — the full reference, source of truth for usage.
  • the agent's README.md — quick overview of its domain.

Terminology

  • Branch — directory src/aipass/<name>/. Your home, your address. Drone routes to branches.
  • Agent (citizen) — persistent identity in a branch: passport (.trinity/), memories, mailbox. Addressable as @name. You belong, you persist.
  • Sub-agent — disposable worker spawned for a task. No passport, no memory, not a citizen.
  • Registry — machine-managed catalogs (registry.json, flow/spawn registries). Never hand-edit — owners manage them.
  • Settings — provider ~/.claude/settings.json (personal, don't touch) · project .claude/settings.json (ships with clone) · local override settings.local.json.

The framework

Every branch is built the same: src/aipass/<name> · mail @<name>.

src/aipass/<name>/
├── .trinity/           # identity & memory
├── .aipass/            # branch prompt
├── .ai_mail.local/     # mailbox
├── apps/
│   ├── <name>.py       # entry point
│   ├── modules/        # business logic
│   └── handlers/       # implementation details
├── logs/               # prax log output
└── README.md

The agents

  • @drone — command router. Routes commands, enforces tier-based access. Also the only git interface (drone @git).
  • @devpulse — orchestration hub, the user's primary collaborator. Coordinates the other agents, dispatches work, only agent with git write.
  • @aipass — the user's front-door concierge, its OWN CLI: run aipass directly, never drone @aipass (drone can't resolve it). Onboarding (init/install), doctor health, help chat, OS/system questions. Serves humans, not agents — reads, never writes.
  • @ai_mail — inter-agent email. dispatch = send + wake (default for handing work), email = no wake, plus inbox/view/reply/close.
  • @flow — plan lifecycle: create, list, close, templates, registry. See the Plans section.
  • @seedgo — code standards and audits. audit and checklist — the quality gate before and after building.
  • @prax — logging and monitoring. The only logging system: from aipass.prax import logger. Real-time monitor, dashboards, runaway-log detection. Logs are the first diagnostic tool.
  • @memory — long-term memory. Archives overflowing .trinity/ files into searchable vectors; search recalls past sessions.
  • @spawn — branch lifecycle. Creates, updates, syncs, retires agents — scaffolding, passports, registry, templates.
  • @hooks — Claude Code hook engine. Prompt injection and cadence, security gates (git/edit/rm), bridges, persistent alerts, per-project config, sound.
  • @trigger — event handling. Pub/sub event bus, error detection (medic), log watching, error registry. Detects and dispatches — owners fix.
  • @api — external API gateway. Authenticated service clients (Google, OpenRouter, more), OAuth flows, key management, resilience.
  • @cli — display formatting with Rich. Shared rendering for terminal output.
  • @skills — capability framework. Discoverable, self-contained skill units any agent can run (e.g. the Telegram skill).
  • @daemon — task scheduler. Each branch owns its .daemon/schedule.json; the daemon discovers and fires.
  • @commons — the social space. Branches post, comment, vote.
  • @backup — local-first backups. Snapshots, versioning, restore for any directory; optional Google Drive sync. .backup/ is shared — @memory rollover and @flow archives write there too.

Daily commands

drone @ai_mail dispatch @target "Subject" "Body"   # send + wake
drone @ai_mail inbox                               # check mail → view <id> → reply <id> "msg"
drone @flow create . "Subject" [dplan]             # new plan (default FPLAN)
drone @seedgo audit aipass @branch                 # standards audit (drop @branch = all)
drone @seedgo checklist <file|dir>                 # quick standards check
drone @trigger medic mute @<self>                  # BEFORE build/edit work — auto-expires 24h
drone @git status / diff / log                     # read-only git awareness
drone @memory search "query"                       # recall archived context

Talking to other agents

Citizens dispatch each other directly — allowed and expected, no permission needed. Pick by one question: does the recipient need to ACT?

  • Need an answer, input, or work from them → dispatch (send + wake). A sleeping agent never reads plain email — a question sent as email stalls unread.
  • FYI only (status, steering an agent already awake) → email (no wake).
  • Replies never wake — wake-back does: when an agent you dispatched completes, YOU are woken. Team mission: the lead dispatches each phase BEFORE sleeping; the worker replies normally; wake-back returns the lead to verify and hand off the next phase.
  • Exception — managers (citizen_class: manager, e.g. @devpulse) are never dispatched — the wake is blocked. email them; the mail lands and they see it live.

Always reply to dispatches — reply auto-closes. No silent completions.

Plans — flow

Plans carry context so you don't have to. Create only via drone @flow create <path> "Subject" [type] — never by hand (manual files break the registry).

  • DPLAN — dev plan. Thinking, brainstorming, architecture. Before building.
  • FPLAN — flow plan, the default. Building and executing. master template = multi-phase, spawns sub-FPLANs.
  • PPLAN — playbook. A throwaway run stamped from a reusable SOP template. Operating the system, not changing it.
  • More types register over time — drone @flow templates lists them all, live.

Sub-agents

  • Default to sub-agents for reading, searching, building, testing, research. Do it yourself only for tiny edits, your own memories/plans, one-liners.
  • One clear task per agent. Brief with full context — they know nothing of your conversation.
  • No git, no memory, no dispatch. They build and report; you decide and act.
  • Sub-agent = local disposable worker. Dispatch (@ai_mail) = wake a citizen with memory and identity. Branch-expert work → dispatch; else → sub-agent.
  • Models: opus for build/analysis, sonnet for routine investigation, haiku for trivial mechanical tasks. Never fable for sub-agents.

Memory — .trinity/

Your continuity across sessions. Save proactively — after milestones, decisions, topic switches.

  • passport.json — identity. Update only when identity genuinely evolves.
  • local.json — session log, key learnings, todos.
  • observations.json — what you learn about the user.
  • Overflow rolls to vectors automatically — never trim by hand. drone @memory search "query" recalls it — search before assuming you're cold.
  • Entry caps are hook-enforced (over-limit edit = rejected whole). The live cap is in each file's *_meta line — read it before writing, draft to ~80%; if rejected, rewrite hard in one pass.

House rules

  • Cross-platform, no hardcoded paths. Public repo — pathlib, never /home/....
  • No bare imports — always from aipass.<agent>.apps....
  • State lives in .trinity/ and dashboards, never in prompts. Prompts are signposts; memories record; registries catalog.