uclaw-memory-graph-freeze
Use whenever you're tempted to write to memory_graph or are working on memory persistence, knowledge graph, entity storage, or "save this for later" features.
Skill by novolei
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
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About
Use cases: writing
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/uclaw-memory-graph-freeze
What's inside
- Skill name
uclaw-memory-graph-freeze- Description
- Use whenever you're tempted to write to memory_graph or are working on memory persistence, knowledge graph, entity storage, or "save this for later" features. Trigger phrases include "memory_graph", "knowledge graph", "Steward", "entity graph", "memory write", "memory persist", "store fact", "remember user", "long-term memory", "gbrain", "Dream Cycle", "EntityPage". Loads the freeze rationale (ADR 2026-05-20-gbrain-primary-freeze), the gbrain redirect, and the exempt-path list.
- License
- Apache-2.0
- Instructions
- 75 lines in SKILL.md · view on GitHub
Agent Skills spec issues
- files: referenced but missing: scripts/git-hooks/checks/check-memory-graph-freeze.sh
Files (1)
- SKILL.md
SKILL.md (first lines)
# uClaw — Memory Graph is FROZEN
**Per ADR `docs/adr/2026-05-20-gbrain-primary-freeze-l2-cognitive.md`**:
`memory_graph::write|insert|update|delete*` calls are frozen.
**gbrain is the primary long-term knowledge layer.** Path C-2 (Bun + gbrain
as MCP subprocess) is the runtime; Memory OS Cognitive Layer Phase 8.1
(V43 migration) shipped empty + paused.
## Why frozen
Two overlapping systems were going to fragment the truth: `memory_graph`
(local SQLite Steward-style) and `gbrain` (entity graph + dream cycle).
Two systems = two sources of truth = drift. ADR §11.2 picked gbrain
because: better entity resolution, has the Entity Graph + Dream Cycle
pipeline, designed for triangulation + drift detection (L3 §4.12).
`memory_graph` retains its rows for backward compat (reads still work),
but **writes are off**.
## What's blocked
`.claude/hooks/check-memory-graph.sh` (in-session) +
`scripts/git-hooks/checks/check-memory-graph-freeze.sh` (commit-time) both
block any new code adding:
```
memory_graph::write*
memory_graph::insert*
memory_graph::update*
memory_graph::delete*
```
inside `src-tauri/src/*.rs` — **except** files under
`src-tauri/src/memory_graph/` itself (the implementation has to write to
its own internal tables for backward-compat reads to function).
## What's allowed
- `memory_graph::read*`, `memory_graph::query*`, `memory_graph::get*` — all reads
- Migrations that touch the `memory_*` tables (you'll be coordinating with
the DRI anyway because it's a schema change)
- ADR / docs / comments that reference `memory_graph::write*` as a string
literal (the hook is restricted to `.rs` files, so doc files are fine)
## What to do instead
For new "store this knowledge" code paths:
1. **EntityPage store** (via `memory_graph` EntityPage API or `bucket_seal`) — the replacement for gbrain writes after Step 2d teardown.
2. **For per-turn cost / metrics that aren't "knowledge"** — those go to
`cost_records` (V13) or `agent_messages` metrics columns (V15), NOT
`memory_graph`. The hook only blocks `memory_graph::write/insert/etc`,
not normal table writes.
3. **For user-stated facts ("user lives in Tokyo")** — gbrain Entity Graph
is the destination. Path: `gbrain → openhuman facets → user_profile_facets`
(V39, stability-graded).
4. **For ephemeral "remember for this session"** — agent_messages or the
in-memory session state. Not persistence.
## If you genuinely need a write
The hook exempts `src-tauri/src/memory_graph/*`. If you're modifying the
internal implementation for a real reason (data healing migration, repair
job, deprecation sweep), you're fine inside that path.
**Outside that path, get DRI approval first.** Don't `--no-verify` your
way past the git hook. The freeze is a strategic call; the hooks just
enforce it.
## See also
- `docs/adr/2026-05-20-gbrain-primary-freeze-l2-cognitive.md` — the freeze ADR
- `docs/adr/2026-05-20-uclaw-agent-platform-north-star.md` §11.2 — the broader memory architecture
- CLAUDE.md (or CONTEXT.md) *Active migration registry* — V43 (paused) and V44+ (RETAINED, in progress)From novolei/uclaw-new, Apache-2.0.
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Jun 3, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/novolei/uclaw-new
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
uclaw-memory-graph-freeze skill. Agent Mart. https://agentmart.dev/skills/novolei-uclaw-memory-graph-freeze (last updated 2026-10-24)