Add keyless GBrain memory to an existing agent, or connect a hosted brain while preserving identity and configuration
复制下面这句话,粘贴给 Claude Code、Codex、Cursor 等 AI 编程工具,它会读取安装说明并在你确认后完成安装。
请阅读 https://ai.atlankj.com/install/asset/gh-setup-8d85504b69c2 ,按照其中的说明把「setup」安装到你(当前 AI 工具)中。执行前先告诉我将运行的命令和写入的位置,等我确认。
查看 AI 将读取的安装说明正在读取 GitHub 原文…
内容来自 GitHub 原始文件,由原作者维护。在 GitHub 查看
Give the agent the user already has a reliable memory. Preserve its identity, native memory, existing instructions, and unrelated configuration. Start with keyless storage and keyword retrieval. A private repository, identity interview, automatic capture, paid API key, or background service is not a prerequisite.
Use the user's existing context; do not repeat choices they already made.
| Intent | Action |
|---|---|
| Add memory inside Grok Bot | First choice: use the brain on your own computer over MCP — remote-mcp publishes it (--funnel, the Bot runs in the vendor cloud), then hosted harness access installs the private handoff in the Bot. No always-on machine: follow Grok Bot and the isolated setup helper. Root: /workspace/gbrain, with data under .gbrain. |
| Add memory inside Muse | First choice: use the brain on your own computer over MCP — remote-mcp publishes it (--funnel), then hosted harness access installs the private handoff in Muse. No always-on machine: follow Muse. Either way, establish its durable user-files location first. Do not invent MUSE.md, a persistent path, or a native MCP mechanism. |
| Add memory to another existing agent | Follow INSTALL_FOR_AGENTS.md; the coding-agent tutorial covers Claude Code and Codex. |
| Connect an existing hosted brain | Follow mcp-access and hosted harness access. Select native OAuth/PKCE or a private machine handoff for the intended harness. |
| Use the brain from other devices, apps or cloud agents over MCP | Follow remote-mcp: gbrain mcp expose publishes the local server on the Tailscale tailnet (Funnel only for cloud agents), then mcp-access / hosted access selects native OAuth or a private machine handoff for each consumer. |
| Explicitly create a new personal agent with identity and a private repo | Follow BOOTSTRAP_FOR_AGENTS.md. gbrain bootstrap is for this explicit request. |
| Explicitly configure per-worktree code engines with shared artifacts | Follow topologies. Brain and source routing must be set independently. |
If intent is unclear, default to memory for the existing agent. Ask only for missing information needed to choose a safe target, such as which existing brain to connect or which Muse directory is durable.
For an existing installation, use its recorded absolute launcher when present:
gbrain engine status --json
gbrain engine status --probe
These commands work while the database is down. Inspect the engine,
configuration provenance, root, and source. Ambient database/MCP settings or a
working-directory mount are not authorization to adopt that database.
GBRAIN_HOME alone does not isolate all routing.
For Grok Bot/Muse, let the setup helper inspect and isolate the chosen root.
Do not run another global init around it. Its receipt distinguishes absent,
partial, malformed, and conflicting state. Repair uses the retained
<root>/bin/gbrain-setup; adoption and upgrades require explicit options.
Never replace existing memory to recover from an initialization error.
For other local installations, resolve conflicting routing before following the canonical distribution and keyless initialization:
bun install -g github:garrytan/gbrain#latest-stable
gbrain init --pglite --no-embedding
Install Bun first if missing, following
INSTALL_FOR_AGENTS.md. Do not use the unrelated
npm package named gbrain, or bun add in the user's current project.
Local/thin-client conversion requires explicit intent and preservation of the
previous configuration.
Required search-mode choice: initialization may select a noninteractive
default and print a nine-cell cost matrix with [AGENT] markers. Relay that
matrix and confirm the operator's choice before continuing. Follow Step 3.5 of
INSTALL_FOR_AGENTS.md; use the printed matrix,
not remembered prices. Illustrative model API costs are separate from a
harness subscription. This choice does not enable paid APIs or capture.
If the user explicitly wants Postgres, follow engines
or postgres-adopt. --prefer-postgres is optional.
Supabase uses a database connection string, not an anon key. Keep credentials
private and do not copy ambient secrets into file configuration.
Skip local database initialization, import, and maintenance installation. Read mcp-access. If the target harness uses native OAuth/PKCE, use its native path: register the actual redirect URI and authentication method, initiate OAuth inside the client, and preserve the pending request through owner login and consent. Do not install a machine handoff in an OAuth-only client.
For the machine path, the owner provisions a memory-writer grant through the
authenticated admin API using gbrain mcp grant and a private
--credentials-out file. Use the actual harness identifier. A running PGLite
server must use its existing engine; do not open the live database in a second
process. A URL or ordinary OAuth token is not administration authority.
Privately transfer the handoff to the intended harness, then install there:
gbrain connect https://brain.example.com/mcp --harness codex \
--credentials-file /absolute/private/agent-example.json --install
Thin CLI adapters also need the verified persistent --root. Follow the
adapter's reload instructions and the complete hosted guide.
Do not grant admin merely to make a convenience health command pass.
Delegation requires an explicit choice, bound tools, an active source, and a
path policy. New delegation has unlimited spending and concurrency 1; explain
this before granting it.
Preserve existing instruction files. Add one identified memory section through
the actual harness's supported mechanism. For Grok Bot/Muse, use the generated
instructions/gbrain-skill.md; generating a file does not prove activation.
The standing instruction must say:
forget for withdrawal from active memory. History, source material, and backups may remain.Sources organize memory; they do not isolate agents sharing local files or credentials. Preserve the user's native memory and identity.
Follow the selected guide's commands. Save a randomized harmless fact with provenance, keep the returned ID, and read it back in a separate call. Correct it, withdraw the test fact, and verify active recall omits it. Reconcile a lost mutation response before retrying.
Run gbrain doctor --json for diagnostics. Missing optional embeddings are an
unconfigured capability, not permission to add paid keys. A health score or a
successful process exit alone does not prove the memory round trip.
For hosted clients, run gbrain mcp verify with the private credentials file.
Report transport, authentication, permissions, read/write, cleanup, and worker
checks separately. Overall partial (exit 2) means native evidence is missing.
Open a new conversation in the actual harness, ask for a second randomized test fact without repeating it, and observe the recorded launcher or MCP call. If the harness is unavailable, mark this check unverified. Clean up the fixture and report any failed cleanup by ID.
Only proceed with capabilities the user requested:
| Capability | Next step |
|---|---|
| Import selected notes or chat exports | Confirm the selected source; follow ingest or conversation archive. Do not scan and import arbitrary directories. |
| Connect an account | Follow chat connectors or Google setup, preserving their credential and consent boundaries. |
| Automatic conversation capture | Follow signal detector after opt-in. Recall and explicit remembering work without it. |
| Paid retrieval or enrichment | Configure the chosen capability and budget separately. Existing API keys do not imply permission to spend. |
| Scheduled maintenance | For in-agent installs, reuse the generated routine ID and absolute launcher; start with bounded doctor --fast --json. Observe native activation. Hosted clients use the host's existing schedule. |
| Sync a selected file source | Follow live sync. Keyless sync uses --no-pull --no-embed; do not implicitly add embedding or a worker. |
| Import more data later | Offer cold start as an optional next step; do not launch it automatically. |
| Upgrade | Follow gbrain-upgrade and the installation's recorded repair/upgrade policy. |
Facts, corrections, jobs, and accounting can exist only in the database. A Git clone is not a complete backup. For PGLite, use the private backup and restore procedure. Treat the whole archive as sensitive; off-VM copies require an explicit destination. Restore into an absent new root, then reattach external roots, connectors, and schedules explicitly.
| Failure | Next action |
|---|---|
| Database unreachable | gbrain engine status --probe, then gbrain db-repair; apply safe fixes within authorized repair scope. |
| Partial in-agent setup | Run the receipt's exact recovery command; preserve completed stages and memory. |
| PGLite busy | Let the live owner finish, then retry. Never remove a live lock. |
| Malformed or conflicting config | Report the conflict and intended target; do not reinitialize or overwrite unrelated settings. |
| Lost hosted handoff | Resume delivery on the host; distinguish lost access-token delivery from lost client-secret delivery. |
| Native instructions or routine unavailable | Keep the content and report the remaining activation step. |
| Optional health check unavailable | Name the missing capability; do not silently expand grants, spend, or connector access. |
Report the actual root/database/source or hosted endpoint, installed version, memory round trip, instruction activation, cross-conversation evidence, and cleanup. Name pending steps and the exact repair action. Redact credentials.
Only declare observed stages complete. A CLI test, schedule file, fluent answer, HTTP response, or job ID cannot certify the full native experience.