Nox-Lumen MfgPlatform meta-skills
These skills manipulate the Agent itself—cross-session handoffs, introspection, memory governance, skill design—not external business payloads.
graft 🌟
Cross-session graft: reuse other sessions’ structured outputs (flagship capability)
memory-sdk
Memory OS CRUD, policy packs, Hook wiring
self-awareness
Runtime architecture, compaction, Memory boundaries
skill-architect
Design new production skills—five-phase blueprint
skill-refinement
Diagnose regressions and fold fixes back into skills
When to reach for each
| Need | Skill |
|---|---|
| Pull last week’s session deliverables into a new investigation | graft |
| Persist prefs, facts, governance rules | memory-sdk |
| Post-compaction the Agent “forgot” context | self-awareness |
| Encode a recurring workflow | skill-architect |
| Tune an existing skill systematically | skill-refinement |
Graft vs. long-term memory
| Dimension | Graft | Memory (LTM) |
|---|---|---|
| Granularity | Whole session threads | Atomic knowledge units |
| Trigger | Explicit /graft (user/Agent) | Automatic retrieval/write policies |
| Scope | Visible sessions inside tenant | Configurable scopes on write |
| Use | Replay structured analyses | Preferences, norms, historical bug echoes |
| Example | Continue a prior planning sprint | Remember customer voice & guardrails |
Skill design loop
Rendering diagram…
Architect for greenfield plays, Refinement for continuous improvement.
Self-awareness—the “nutrition label”
Long tasks surface:
- Information loss after compaction
- Session swaps and graft lookups
- Knowing whether you are in outer vs. inner control loops
- Trusting recalled memories vs. re-verifying
Self-awareness spells out who you are, where you execute, strengths, forbidden actions—reducing hallucinated authority.