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Your Agent — Quick Reference

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Your agent is a folder (agent.yaml + instructions/ + workflows/ + knowledge/). The Knowledge Engine (@soleri/core) provides all the persistent infrastructure below. Edit your agent’s files — the engine handles the rest.

This page is your cheat sheet. For detailed explanations, see the linked deep dives.

Your agent’s long-term knowledge store. SQLite database with full-text search, branching, sharing, and multi-tier connections. Details →

Entry structure:

FieldValues
Typepattern, anti-pattern, rule, playbook, workflow, principle, reference
Domainfrontend, backend, security, or your custom domains
Severitycritical (must follow), warning (should follow), suggestion (nice to have)
TagsFree-form labels for discovery

Common operations:

"Search for authentication patterns"
"Capture this pattern: always use error boundaries at route level"
"Show me vault stats"

Advanced features: vault branching (experiment without affecting main vault), Obsidian sync, knowledge pack import/export, team review workflows, multi-tier vault connections. 66 ops →

Tracks which patterns actually work. Learns from usage, strengthens useful patterns, decays unused ones. Details →

What it does:

  • Ranks search results by proven usefulness, not just keyword match
  • Surfaces recommendations when you create plans
  • Extracts patterns automatically from completed work sessions
  • Runs a full lifecycle: extract → promote → archive

Common operations:

"What does the brain recommend for this task?"
"Show me pattern strengths"
"Rebuild brain intelligence"

Knowledge persists across sessions in local files. Link projects to share knowledge across codebases. Details →

Common operations:

"Link this project to ../api-server as related"
"Search across all projects for deployment patterns"
"Promote this pattern to global"

Multi-step task planning with grading, verification, evidence, and drift detection. Details →

The lifecycle: create → grade → approve → split → execute → reconcile → complete

Common operations:

"Create a plan for migrating the auth system"
"Grade this plan"
"Submit evidence for task completion"
"Reconcile the plan against what happened"

32 ops →

Multi-step procedures with validation criteria at each step. Details →

Common operations:

"List available playbooks"
"Run the API endpoint review playbook on this code"
"Create a playbook called 'Database Migration' with steps: ..."
"Find a playbook that matches this context"

8 ops →

Plan → Execute → Complete lifecycle for complex tasks. Brain recommendations feed into plans, completed plans extract knowledge back to the vault. Details →

The compound loop:

vault knowledge → brain recommendations → plans → work → knowledge extraction → vault

Controls how knowledge enters the vault — quotas, proposal gates, duplicate detection. Details →

Presets: strict (all require approval), moderate (auto-approve suggestions), permissive (auto-approve all)

Automated vault quality management — deduplication, contradiction detection, health audits, tag normalization, LLM enrichment. Details →

Common operations:

"Run a health audit"
"Detect duplicates in the vault"
"Check for contradictions"
"Groom all vault entries"

13 ops →

Session management, authentication, voice, browser isolation, and message queue for chat transports (Telegram, web). 41 ops →

Subsystems: sessions, auth, MCP bridge, task cancellation, self-update, file handling, notifications, voice (Whisper + TTS), message queue, per-chat browser isolation.

Proactive mode — your agent watches file changes and surfaces relevant vault patterns without being asked. 8 ops →

"Enable agency mode"
"Scan this file for warnings"
"Show pending warnings"

Entity extraction, knowledge retrieval, and context analysis. Analyzes prompts to extract files, functions, domains, and technologies. 3 ops →

Four ways to connect: stdio (your AI editor), HTTP/SSE (web), WebSocket (real-time), LSP (editors). Guide →

FacadeOpsPrimary purpose
Vault66Knowledge storage, search, branching, sharing
Admin56Health, telemetry, plugins, packs, accounts
Chat41Chat transport integration
Plan32Planning, grading, verification
Orchestrate26Lifecycle, projects, playbooks
Brain30Learning, strength, recommendations, radar
Memory15Cross-session, cross-project
Curator13Vault quality management
Control13Identity, governance
Archive12Vault archival, lifecycle, maintenance
Operator10Profile learning, signals, adaptation
Loop9Iterative validation
Links9Entry linking, graph traversal
Agency15Proactive file watching, intelligence
Sync8Git, Obsidian, pack sync
Intake7Content ingestion (URLs, text, books)
Tier7Multi-vault connections
Branching5Vault branching, merge
Review5Knowledge review workflow
Context3Entity extraction, analysis

Total: 350+ operations plus 5 per domain.

  1. Follow the workflowSearch → Plan → Work → Capture → Complete
  2. Capture as you go — the moment you learn something, capture it
  3. Search before building — 5 seconds of search can save hours of rework
  4. Use domains — keep knowledge organized so searches stay relevant
  5. Review brain recommendations — they reflect what actually works in your project

Your data stays on your machine — Security & Privacy. For term definitions, see the Glossary. If something isn’t working, check Troubleshooting.