The community fix wave, rebased onto 0.50.0.0: every open community PR triaged and every open issue verified against master. 21 contributor pull requests adopted or reworked with credit, 35 verified open issues fixed directly, and a hostile review pass over the composed branch (composite review of the wave, /ship review army with 8 specialists + Claude adversarial, five Codex structured-review rounds until 0 findings). Every adopted fix carries a regression test proven red before the fix; the composed collector ran the full unit suite, `verify`, and the e2e lane, and CI is green on the merged head. Behavior changes (38, all listed under "Behavior changes" in the CHANGELOG): sync --json emits one JSON document with cost_gate nested; sweep-only sync reports synced/deleted; dream --dry-run skips the take/grade/calibration phases; context_pack/delta honor budget_tokens on the rendered text and delta never budget-drops threads; codex rollouts import one page per thread; config set registers exactly the search.* keys the search path reads; remote search/query report degraded: [safe_index_pending] before reindex; syncEnabled: false sources are no longer auto-synced; new sync.include_hidden key; migrateFactsToCanonical renumbers past the canonical page's max row_num; stall-aborted embed drains fail the phase. No new schema migration. Follow-ups filed in TODOS.md under "Community fix wave follow-ups". Co-Authored-By: IvanPham03 <IvanPham03@users.noreply.github.com> Co-Authored-By: Jey2311 <Jey2311@users.noreply.github.com> Co-Authored-By: LongPV <LongPV@users.noreply.github.com> Co-Authored-By: Masashi-Ono0611 <Masashi-Ono0611@users.noreply.github.com> Co-Authored-By: chris-conte <chris-conte@users.noreply.github.com> Co-Authored-By: dov-kela <dov-kela@users.noreply.github.com> Co-Authored-By: ethanbeard <ethanbeard@users.noreply.github.com> Co-Authored-By: garrytan-agents <garrytan-agents@users.noreply.github.com> Co-Authored-By: howardpark <howardpark@users.noreply.github.com> Co-Authored-By: janusch <janusch@users.noreply.github.com> Co-Authored-By: javieraldape <javieraldape@users.noreply.github.com> Co-Authored-By: jeanpierre121 <jeanpierre121@users.noreply.github.com> Co-Authored-By: markkasdorf <markkasdorf@users.noreply.github.com> Co-Authored-By: morven-ai <morven-ai@users.noreply.github.com> Co-Authored-By: ofroiland <ofroiland@users.noreply.github.com> Co-Authored-By: ozp <ozp@users.noreply.github.com> Co-Authored-By: pavelpp-topia <pavelpp-topia@users.noreply.github.com> Co-Authored-By: proxynico <proxynico@users.noreply.github.com> Co-Authored-By: sheelcheyne <sheelcheyne@users.noreply.github.com> Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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GBrain Bootstrap — your harness as your agent
gbrain bootstrap turns a Claude Code, Codex, or opencode session into a
persistent personal agent: identity files rendered from your own answers, a local PGLite brain,
per-turn context, session-triggered schedules, and a private GitHub repo as the
agent's durable, portable body. This guide is the full contract — what gets
installed, what runs when, what it can and cannot do, and how to undo all of it.
Normative design docs: AGENT_BOOTSTRAP_DESIGN.md
(scope) and AGENT_BOOTSTRAP_PLAN.md
(implementation). The paste block lives in the README; the runbook your agent
follows is BOOTSTRAP_FOR_AGENTS.md at the repo root, fetched at the
latest-stable ref.
What gets installed, exactly
| Piece | Where | Runs when |
|---|---|---|
| Identity files (SOUL/USER/MEMORY/AGENTS/CLAUDE/HEARTBEAT/ACCESS_POLICY/GITHUB) | your workspace folder | loaded at session start |
agent.json manifest + brain/, memory/, skills/, state/ |
workspace | — |
| Local brain (PGLite) | ~/.gbrain/ (never in the repo) |
while a session's MCP serve is open |
MCP registration (gbrain serve) |
Claude Code: project scope by default; Codex: user-global (no scope flag); opencode: user-global by default (project scope is an explicit opt-in — see the degradation matrix) | spawned by your harness per session |
| Hooks (Claude Code, ON by default) | local installs: .claude/settings.local.json (gitignored); cloud sandboxes: the COMMITTED .claude/settings.json (PATH-resolved, fail-open commands) |
each prompt; fail-open; --no-hooks opts out at install, GBRAIN_HOOKS=0 disables at runtime |
| Codex SessionEnd hook (session capture only) | user-global hooks.json + a config.toml trust entry under CODEX_HOME (both managed by bootstrap — codex hooks are silently inert without the trust entry) |
at codex session end, machine-wide; --no-hooks opts out, GBRAIN_HOOKS=0 disables |
| Memorable relay (OFF by default, disclosure-gated) | receipt + relay spawn from the session-end hooks / OpenClaw compaction; the third-party memorable CLI sends the redacted trace off-machine — see docs/memorable-agents.md |
only after gbrain config set integrations.memorable.enabled true is accepted by a human; GBRAIN_MEMORABLE=0 kills it |
| Per-turn persistence | Stop hook → debounced, detached scan-gated push (per workspace; 5 min default, every turn in cloud sandboxes) | after each assistant turn; GBRAIN_STOP_PUSH=0 disables; GBRAIN_STOP_PUSH_DEBOUNCE_MIN / config hooks.stop_push_debounce_min tune it (Stop path only — the two rows below have neither) |
| Session persistence | SessionEnd hook → detached scan-gated commit+push; no per-path switch or debounce — spawns on every SessionEnd (the child commits only when the tree is dirty and otherwise just pushes); GBRAIN_HOOKS=0 is the only off-switch |
at session end (note: the harness never fires SessionEnd on /exit — the per-turn push is what covers that); heartbeat session-end entries carry reason: push_spawned, so an auto-commit can be attributed to this path |
| Crash recovery | SessionStart hook → detached scan-gated push when the workspace has uncommitted changes or commits ahead of origin (bootstrap workspaces only, after the repo phase completes); no switch or debounce beyond GBRAIN_HOOKS=0 |
at session start; heartbeat session-start entries carry reason: push_spawned |
| Compaction checkpoints | PreCompact hook → secret-scanned boundary segment banked to the corpus dir; a live serve harvests it into facts + brain:// links (see docs/guides/checkpoint-compaction.md) |
at each Claude Code compaction; links render as ## Compaction checkpoints on the post-compaction session start |
Ambient-writeback instruction blocks (OFF by default — only when memory.auto_writeback is enabled, and installed by HARNESS mode, not the workspace install) |
managed <!-- gbrain:ambient-writeback --> blocks in user-scope CLAUDE.md (Claude Code) + $CODEX_HOME/AGENTS.md (Codex); the Stop-hook backstop banks gated user turns for serve-side extraction (see docs/guides/ambient-writeback.md) |
while enabled; re-run bootstrap harness after config changes; off-mode re-runs remove the blocks |
| Push-failure visibility | next turn's context + a user-visible notice; re-announces every 30 min while failing | whenever a background push fails |
| Optional background job (consent-gated) | git post-commit auto-push + launchd/cron 30-min pull (pull job skipped honestly on hosts without a scheduler) | while logged in |
| Private GitHub repo | your account, created by bootstrap repo (or an empty repo you made yourself, adopted) |
privacy verified via API |
| Machine receipt | ~/.gbrain/bootstrap/receipt.json |
uninstall is keyed to it |
What does NOT run: anything while the harness is closed. Session-triggered schedules fire at turn/session boundaries only. True 24/7 operation is what a hosted brain provides — this is the honest desktop contract.
Cloud sandboxes (claude.ai/code and similar)
Cloud sessions run in a reclaimed-after-inactivity VM behind a
credential-injecting egress proxy. gbrain bootstrap status --json reports
execution_environment: "cloud-sandbox" there, and the install adapts:
- Hooks live in the committed
.claude/settings.jsonwith PATH-resolved, fail-open commands (no machine paths). The gitignored local settings file never survives into the next session's fresh clone, and hook config is snapshotted at session start — so hooks written mid-session go live on the NEXT session. Commit and push the file. - The per-turn push runs every turn (debounce 0) — a reclaimed VM's tail loss is permanent, so each turn banks to the private repo.
- Repo-privacy verification falls back to pure git protocol when the proxy blocks the GitHub API (GraphQL is always pinned there; REST reaches only session-attached repos). Confirmed-public origins still always refuse.
- Repo creation is refused in cloud with the flow that works: create the
private repo from a normal machine or github.com, open the cloud session ON
that repo, run
gbrain bootstrap attach. - The gbrain binary installs via the environment setup script — print it
with
gbrain bootstrap cloud-setup-scriptand paste it into the environment config (npm-based; bun's package fetching is proxy-incompatible there). - No scheduler exists — the consent-gated pull job is skipped with an honest message; event-driven pushes cover persistence.
Escape hatch for self-hosted git you trust (every use warns loudly):
the CLI flag on sources push, GBRAIN_ALLOW_UNVERIFIED_REMOTE=1, or
gbrain config set push.allow_unverified_remote true (file-plane — the only
form that reaches detached hook children inside a sandbox).
Bring your own repo (create-repo-first)
By default bootstrap creates the private GitHub repo for you. If you prefer to own
that step — pick the name/org-under-your-account, or just work the familiar way —
create a new empty private repo under your own GitHub account (no
README/.gitignore/license), clone it, open the clone in your harness, and run the
bootstrap block. gbrain bootstrap repo detects the empty repo you created and
adopts it: it verifies the repo is private, sets a repo-local git identity, and
pushes your workspace. Two constraints, both enforced with a clear message rather
than a silent failure:
- Empty. A repo that already has commits (a README, a license, an existing
project) is refused — create it empty, or run
gbrain bootstrap attachif it is an existing agent workspace. (A repo already carrying this workspace's history, e.g. from an interrupted run, is recognized as yours and resumed.) - Personal account. The repo must be owned by your authenticated GitHub user. Org-owned repos are refused today; create one under your own account, or let bootstrap make it.
Until the repo phase verifies the repo, the per-turn/session-end push stays deferred — bootstrap never publishes your workspace to an origin whose privacy it hasn't confirmed.
The awake-when-you-are contract
Your agent is awake when your harness is. Laptop asleep = agent asleep. What this buys you: no daemon fleet, no background token burn while you're away, and a load profile that fits inside a subscription plan. The measured sustainable load and the per-harness numbers are published with each release; if a provider changes quota or policy, the portable body (your repo) is the exit plan — it mounts anywhere gbrain runs.
Keyless mode
With zero API keys, everything works: the agent authors memory explicitly through
the brain's write tools (put_page, timeline entries, ## Facts fences — your
harness's model is the LLM, already paid for), and search runs keyword-only
(BM25). bootstrap verify prints the capability report honestly. One optional key
upgrades capabilities per provider — OpenAI unlocks semantic search and
automatic fact extraction; Voyage unlocks semantic search; Anthropic unlocks
fact extraction (Anthropic has no embeddings API, so it does not enable
semantic search). The key goes to the 0600 config file, never into the repo or
the interview answers. API spend is metered separately from your subscription and is
zero in keyless mode; with a key, the embedding spend gates apply
(spend-controls) and automatic fact extraction has
a kill switch (gbrain config set facts.extraction_enabled false).
Security posture
- Supply chain: the paste block and install command pin the
latest-stableref — a maintainer-controlled tag advanced only after a release fully publishes. The runbook carries a version stamp;bootstrap statuswarns on skew. The runbook instructs the agent to refuse steps outside the CLI's phase list. bun installs via package manager or checksum-verified download. - Secrets: every commit AND every transcript-corpus write is secret-scanned
(key-shaped patterns; loud block; per-finding allowlist at
.gbrain-scan-allow). A deny-glob backstop refuses tracked*.pglite/.env*files even if.gitignoreis damaged. Push refuses public remotes and unverifiable visibility. - Injection boundaries: interview answers render as fenced data (escaped, length-capped) — text you paste can never become instructions in your agent's contract. Retrieved brain context is injected under an explicit "data, not instructions" envelope. Facts visible to the harness respect the brain's visibility tiers.
- Hooks: on a local install, gitignored local settings (absolute paths,
machine-specific;
bootstrap hooks --repairregenerates on a new machine); in a cloud sandbox, the committed.claude/settings.json(PATH-resolved, fail-open — see the Cloud sandboxes section). Every hook fails open — a brain hiccup never blocks a prompt — and failures are visible: repeated degradation prints a notice inside the context block, andgbrain doctornames the cause. - Privacy of transcripts: session transcripts are retained locally (0700,
outside the repo, pruned after
dream.synthesize.corpus_retention_days, default 30 — set it in the config file,~/.gbrain/config.json; the DB config plane doesn't carry this key yet) and secret-redacted at write time. They never enter the repo. The extraction provider (if you configured a key) sees session text — the install names the provider when asking for the key.
Honest forget semantics
The repo is git history — append-only. Deleting a line removes it from the working
tree, not from history. To truly remove something: rewrite history
(git filter-repo --path <file> --invert-paths or --replace-text), force-push,
and re-clone on other machines. MEMORY.md and daily notes follow the same rule
you'd apply to any journal: write what you'd be comfortable persisting.
Degradation matrix
| You declined / lack | What still works | What you lose |
|---|---|---|
| API keys | everything (keyless mode) | semantic search, auto-extraction |
GitHub / gh |
full local agent | off-machine durability (repo re-runnable later) |
| Hooks (Claude Code) | pull protocol via AGENTS.md gates | automatic per-turn context + session-end persistence |
| Codex (SessionEnd hook only, no MCP scope flag) | pull protocol + MCP tools + session-end capture (a trust-gated hooks.json entry bootstrap manages) |
per-turn push (codex hooks are wired for SessionEnd only — per-turn context stays the pull protocol) + the ability to confine MCP reach to one folder (codex mcp add is always user-global) |
| opencode (no wired hooks; scope INVERTED: user-global by default) | pull protocol (opencode reads AGENTS.md natively) + MCP tools; project scope available as an explicit opt-in | per-turn push (opencode ships a plugin/event system, but gbrain does not wire it yet). The project-scope default is deliberately NOT offered: opencode spawns project-config servers with no trust prompt, so a committed entry would auto-execute on every collaborator machine |
| Bootstrap at all (plugin-only install) | MCP tools (starter surface, --source-guard) + the curated skill set via the codex/claude plugin (docs/mcp/CODEX.md) |
identity files, hooks/push protocol, the private-repo body — the plugin is the lightweight lane; bootstrap is the full agent |
| Memorable relay (declined or never disclosed) | everything — the integration is additive and off by default | replayable cross-session procedures via the third-party Memorable service (docs/memorable-agents.md) |
| Ambient memory writeback (left off — the default) | everything — the feature is additive; agents still save when explicitly asked (remember) |
unprompted capture of directly-stated user facts (instructions section, harness blocks, Stop-hook backstop — docs/guides/ambient-writeback.md). On Codex specifically, enabling it still has NO per-turn hook: real-time saves ride the instruction blocks; the SessionEnd→sweep lane is the delayed backstop |
| Second simultaneous session | first session unaffected | second session's brain tools fail politely (one live serve per brain — v1 contract) |
| Postgres brain (incl. harness mode) | MCP tools every session + pull protocol; per-turn hooks whenever a gbrain serve for this brain is running (the engine-uniform IPC listener keys its socket off the connection URL) |
per-turn hook injection between serves (hooks heartbeat no_pglite_path/no_serve until one is up — the pre-wired hooks light up when a serve runs; MCP-every-session plus the pull protocol carry the load meanwhile). Preferring Postgres — e.g. via gbrain init --prefer-postgres — keeps the hook lane; it just needs a live serve, same as PGLite |
Local harness mode (gbrain bootstrap harness)
The workspace install above is built for a human's laptop. A box run by an
agent framework (your OpenClaw, or anything that shells out to claude -p /
codex exec) already hosts a brain and a running gbrain serve --http — and
those framework-spawned sessions get zero brain access by default. Harness
mode wires them in one command, with no agent.json and no interview:
gbrain bootstrap harness --yes
- Mints a least-privilege bearer token (scopes
read+write, stored in theaccess_tokens.scopescolumn; reads span the brain's federated sources). Re-runs rotate mint-first: the previous token is revoked by id only after the new one is wired and smoke-tested, so clients are never dead mid-swap. The smoke sends a deliberately invalid credential first — an endpoint that accepts anything is not this brain's serve — and a failed smoke rolls the wiring back (fresh registrations removed, replaced ones restored, the headless pre-approval stripped) and retires the fresh mint immediately, so nothing live is ever left pointed at an unverified endpoint. Prior wiring is only cleaned up after the replacement verifies. - Claude Code: user-scope HTTP MCP registration,
mcp__gbrainpre-approved in user-scopepermissions.allow(headlessclaude -pblocks MCP tools without it), and the five lifecycle hooks — user scope by default, or exactly the dirs you pass with repeatable--project(never both; the two would double-fire every event).--no-capturewires context injection only and skips the transcript-capture events. - Codex: one managed
[mcp_servers.gbrain]block with the bearer token INLINE in the codex config (0600) — framework-spawned codex inherits no shell profile, so the env-var lane theconnectpath uses would never reach it. One owner per server name: if the gbrain codex PLUGIN is also enabled, twogbrainservers exist in different layers — the wire proceeds with a loud WARNING andgbrain doctorreports the collision (plugin_lane_collision); keep one (codex plugin remove gbrain@gbrain, or--removehere). Unless--no-hooks, the harness lane also installs the codex SessionEnd capture hook — the user-globalhooks.jsonentry plus itsconfig.tomltrust entry beside the target config (codex hooks are silently inert without the trust pair; the write backs the config up to<config.toml>.hooks.bak), machine-global by nature;--removetears it down along with the MCP block. - opencode: one managed
mcp.gbrainremote entry with the bearer header INLINE in the user-global JSONC config (0600), written by the same comment-preserving editor the workspace lane uses — the{env:…}interpolation theconnectpath prefers would resolve empty under a framework-spawned opencode for the same no-shell-profile reason. Note: downgrading to a gbrain binary without opencode support after wiring it leaves the opencode entry in place for manual removal — edit the opencode config by hand, or re-upgrade and rungbrain bootstrap harness --remove. - Honesty on Postgres brains: per-turn injection is degraded (the matrix row above); MCP is the active seam and the summary says so.
--status [--json]probes the live truth (serve health, token validity via host-config recovery — the Claude Code lane only recovers a bearer from a registration whose URL matches the receipt; the codex managed block is read from the exact path the receipt records — and per-target states) with a cron-honest exit contract: 0 only when the serve, token, and every target verify and the rotation has converged (honest degrades count as OK); 1 on an unreachable serve, a failed token verify, failed or pending targets, an unconverged rotation, or a half-removed install whose token still awaits revocation. With no install at all it says so and exits 0 (2 under--json, so machine callers can tell absence apart).gbrain doctorcarries a matchingbootstrap_harness_healthcheck.--jsonon the install itself emits a single machine-readable document on stdout (prose goes to stderr).- The full flag surface lives in
gbrain bootstrap --help:--url/--portpoint at a non-default serve (a non-loopback--urlis refused unless you also pass--token, which flips into registrar mode — MCP wiring only, no hooks, nothing minted),--forcereplaces a foreign same-name MCP registration,--namerenames the server,--harnesspicks the hosts, and--no-hooksskips hook wiring entirely. --removetears down exactly what the machine-level receipt (<home>/bootstrap/harness.json) records — host removals are engine-free and run even while a serve is live; the token revoke defers with exact instructions if a live PGLite serve holds the brain.gbrain bootstrap uninstallremoves harness wiring first, automatically.- Everything is stated before it happens; non-interactive runs require
--yes. Close active Claude Code sessions for the cleanest user-scope settings writes (the host also writes that file).
PGLite note: minting needs the single-writer lock, so on a PGLite brain
either pre-mint (gbrain auth create bootstrap-harness --scopes read,write
while the serve is stopped) and pass --token, or stop/re-run/restart.
Postgres brains mint fine while the serve runs. A token you supply is never
revoked by --remove or rotation (it is not the harness's to revoke) —
retire it yourself with gbrain auth revoke when you're done with it.
Binary-downgrade note: token scoping is data-only (no migration), so a gbrain
binary without token scoping verifies every scoped token as FULL-ACCESS (its
verify path never reads the scopes column). If you
downgrade after a harness install, revoke the scoped tokens first
(gbrain auth revoke with the id flag) and re-mint once you upgrade again.
Multi-device
Clone your agent repo on machine two and run gbrain bootstrap attach — it
validates the manifest, wires this machine (source registration, hooks repair,
MCP), and verifies. The brain database is derived state, rebuilt from brain/ +
re-ingestion; hot facts extracted only on machine one arrive via the repo's pages
and fences. Simultaneous editing from two machines is ordinary git conflict
territory — sources push pulls divergence-safely (commit first, rebase pull,
loud on conflicts).
Uninstall
gbrain bootstrap uninstall removes exactly what this machine's install receipt
records: hook wiring, MCP registrations (surgically — foreign servers and hooks
survive), and bootstrap-created state. Your repo is never touched — the body
remains yours. The brain database is KEPT by default; --delete-brain is offered
only when bootstrap created the brain, offers a facts export first, and enumerates
what it is about to remove. It refuses to run while a session's serve is live.
If something seems broken
One command: gbrain doctor. It covers hook health, push staleness, serve/lock
collisions, schema state, and prints fixes. gbrain bootstrap status --json emits
a support blob (versions, harness, last verify/push, hook failure rate) your agent
can relay verbatim when you report a problem.
Real-agent e2e
Most bootstrap tests drive the dispatcher with PATH-shimmed claude/codex
recorders — fast, hermetic, no API cost. Two additional "door" tests drive the
ACTUAL binaries end to end so we catch real-world drift (a codex mcp add flag
that changed shape, a harness that stopped calling our MCP server):
test/e2e/bootstrap-real-claude.serial.test.ts— realclaude -pover MCP.test/e2e/bootstrap-real-codex.serial.test.ts— realcodex exec. It runs the keyless-init→ interview → render →gbrain bootstrap hooks --harness codexpath (executing the realcodex mcp addinto a hermetic~/.codex/config.toml), asserts the renderedAGENTS.mdcarries the Gate-3 brain-first pull protocol (the pull protocol is codex's per-turn seam; the SessionEnd capture hook is wired separately, and the door asserts its trust-gated hooks.json + config.toml pair landed), then spends one livecodex execturn to prove real codex → gbrain MCP → brain → a seeded, brain-only fact (falling back to a shellgbrain queryif headless stdio-MCP is unavailable).
opencode's real-binary door lives in
test/e2e/install-real-opencode.serial.test.ts (its writer-parity leg
handshakes gbrain's direct JSONC registration through the actual binary);
docs/TESTING.md carries the full door inventory and cadence policy.
These pay real API cost and take 30s–2min per turn, so they are NOT in the PR
shard. Everything is hermetic (temp HOME / CODEX_HOME / CLAUDE_CONFIG_DIR /
GBRAIN_HOME per test — the operator's real ~/.claude, ~/.gbrain, ~/.codex
are never touched; auth is copied read-only). Each file self-SKIPS via
describe.skipIf when its binary or auth is absent, so on a machine without the
tool it is a clean no-op that never fails. CI wires them into the real-agent-e2e
job in .github/workflows/heavy-tests.yml (nightly + the real-agent-e2e /
heavy-tests label); on a stock runner they self-skip. To actually exercise the
binaries you need a runner with authed claude/codex and the provider creds
(GSTACK_ANTHROPIC_API_KEY/ANTHROPIC_API_KEY, VOYAGE_API_KEY) exported.
Run locally (where both are installed + authed):
bun test test/e2e/bootstrap-real-codex.serial.test.ts
DX exploration harness (developer instrument, not a test)
The door tests prove the install WORKS; they say nothing about how it FEELS.
test/helpers/tty-harness.ts spawns any CLI (gbrain, claude, codex, grok, opencode) under a
real pseudo-terminal (Bun's terminal: spawn option) and records every output
burst with a millisecond timestamp, so unnecessary pauses become a measurable
artifact (computeStalls → stalls.md) instead of a vibe. Same hermetic env as
agent-harness.ts; pure helpers are unit-tested in test/tty-harness.test.ts
(zero subprocesses, PTY smokes self-skip where terminal: is unavailable).
The harness itself also backs one required-CI test: test/init-picker-pty.serial.test.ts
asserts the interactive gbrain init pickers under a real PTY (see the
TTY decision table in docs/TESTING.md). The DX-exploration layer below stays
an instrument — nothing in it asserts.
scripts/dx-explore.ts drives it to capture the fresh-user funnel as timestamped
transcripts under .context/dx-runs/ (gitignored — nothing asserts, no CI):
bun run scripts/dx-explore.ts help # comprehension surfaces (no keys)
bun run scripts/dx-explore.ts init [--keyless] # interactive init, naive-user autopilot
bun run scripts/dx-explore.ts claude-install # REAL claude running the paste-in bootstrap
bun run scripts/dx-explore.ts codex-install # REAL codex, same
bun run scripts/dx-explore.ts opencode-install # REAL opencode running the paste-in bootstrap
bun run scripts/dx-explore.ts grok-install # REAL grok, brain-only GROK.md install (no bootstrap path)
bun run scripts/dx-explore.ts drive -- gbrain init # manual: steer a live TUI via a file channel
drive mode is how an agent in a Conductor workspace explores a live TUI across
separate tool calls: cat <dir>/session/screen.txt to watch, append
{"line":"..."} / {"key":"Down"} / {"stop":true} to <dir>/session/input.jsonl
to steer. Each run writes meta.json, visible.txt, frames.jsonl, and
stalls.md. --keyless strips provider keys so the true no-key first-touch path
is exercised (a Conductor session's ambient ANTHROPIC_API_KEY would otherwise
leak in). Install scenarios pay real API cost — launch them as background tasks.