☀️ Agentic Hub — 6-System Architecture
Capture → Learning → Thinking → Action · Identity · Operations · Clara routes between all systems
Capture
Getting stuff in — sources, feedback, raw signals
/clara
route & dispatch
/clara
Hub secretary — pull portal feedback + local inbox, classify by system, route to
appropriate workflow. Monitors 光团 luminance.
/ingest
parse & store
/ingest
Parse organized Smart Todo items into D1 tasks, ongoing.md, or KB. Structured input
from external sources.
/remind
quick notes
/remind
Quick-add reminder to agent-notes.md for future sessions. Adrian says "/remind X"
and it persists. Formerly /sticky.
Key Artifacts
inbox, feedback, agent-notes
Learning
Extracting knowledge — distill, store, propagate
/distill
extract & classify
/distill
Process long-form content into structured knowledge. Extract → classify → propose →
review → merge. Governed by cognitive PR model.
/learn
store & propagate
/learn
Extract learnings from session, classify by context level, store in
KB/identity/rules. Propagates to working docs (task folders, architecture).
Key Artifacts
kb/, memory.md, principles.md
Identity
Who Adrian is — profile, principles, rules
via /learn
→ identity files
Identity System
No dedicated workflow — fed by /learn storing to adrian.md, memory.md,
principles.md, and .agent/rules/. The stable core of who Adrian is.
Key Artifacts
adrian.md, memory.md, rules/
☀️
Clara
Router between systems · Sunray that illuminates · Spark that ignites
Thinking
Analyzing & proposing — discussion, research, vision
/discuss
5 modes of thinking
/discuss
Structured discussion — explore, debate, derive, whiteboard, brainstorm. Thinking
without execution. Includes paradigm derivation (推演).
/research
investigate & report
/research
Conduct structured research, evaluate AI/tech links. Produces research reports
scored and documented. Includes /evaluate mode.
/clarity
measure readiness
/clarity
Measure and track clarity/crystallization of project context, vision, readiness.
Two-stage: research-ready → action-ready.
/vision
align & check
/vision
Vision alignment — check purpose, scan for drift, ensure every action serves the
compass. Updates identity when needed.
/write-blog
publish insights
/write-blog
Create blog posts from session insights, discussions, or topics. Publishes to
portal and optionally external platforms.
Key Artifacts
reports, recommendations, blog
Action
Doing things — tasks, commits, delegating
/task
lifecycle · 6 modes
/task
Task lifecycle — start, save, done, archive, spawn, delegate. Includes /task
delegate for sub-agent instruction files.
/commit
git operations
/commit
Commit and push changes using conventional commits with batching strategy. Explicit
git add, never git add -A.
/ongoing
parallel tracking
/ongoing
Manage parallel ongoing tasks in ongoing.md. Track multiple threads simultaneously
without losing context.
/handoff
pass to next session
/handoff
Gracefully save state and pass work to a new session when context degrades. Creates
handoff files in task folders.
Key Artifacts
D1 tasks, ongoing.md, task folders
Operations
Maintaining the hub — evolve, audit, clean
/hub-evolve
sync docs & rules
/hub-evolve
Sync stale docs, rules, and workflows after infrastructure changes. Validates
system groupings and HTML doc staleness.
/hub-audit
quality inspection
/hub-audit
Deep quality scan against principles. Files findings to registry. Checks for stale
references, missing cross-references.
/hub-clean
data hygiene
/hub-clean
Data hygiene checks — log integrity, task consistency, git health. Ensures
operational data stays clean.
/hub-archive
archive old data
/hub-archive
Archive done tasks, old logs, and linked reports. Less noise, no loss (CE3).
/status
daily pulse
/status
Quick daily status check — no commits, no wrapups, read-only. Fast system health
overview.
Key Artifacts
architecture.md, decisions.md
Hover any workflow to see details · Hover system cards to highlight connections