769e002bb3354cda41c413218047041ee0a3499b
49
Commits
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769e002bb3 |
feat(skills): deliver on every tier, record what agents receive, let them self-author
Three phases of the approved plan, plus a correction to what the last one
claimed.
CORRECTION: skills reached ONE tier, not all of them
The previous commit said "skills can now reach a mission agent". That was
true only for the container/ZeroClaw tier — the fall-through that queues a
topology_runs row for topology_worker, which drives the executor that was
patched. compose_turn_prompt/pinned_skills_text had exactly one production
caller, and phase_runner's three other paths (composed microVM, solo
microVM, direct session) never called it. CAPABILITY-REVIEW.md said the
broad thing too; both are corrected.
Those three tiers share one task string and have no per-turn alias, so
their skills resolve per PHASE from the mission's crew and are appended
there. The container tier deliberately still injects per turn, with the
running node's own role — appending in both places would put every crew
member's skills in every turn twice.
The behavioural tests prove phase_skills_text and compose_turn_prompt work.
They cannot prove the three launch_* calls pass the composed string, and
that substitution is a one-word edit that would silently return all three
tiers to delivering nothing with every test still green. So there is also a
source-level assertion on the call sites, following the precedent in
mission_events::the_cap_is_enforced_in_one_statement. Its negative control
names the exact tier.
PROVENANCE: what an agent received, and what it said it did
Both were unanswerable. The prompt was never stored anywhere on any tier —
re-deriving it later re-runs the skill lookup against a catalogue that has
since changed, and once agents author their own skills it certainly will
have. The reasoning rows were durably write-only: pushed live once, then
never read from the database again by anything except the GC that deletes
them.
- prompt.composed records the exact bytes, on all four tiers
- the session tier writes its checkpoint record and a reasoning row,
instead of eprintln! and nothing — the same defect the solo microVM
path was fixed for, in the last tier that still had it
- narrative_for_mission reads both back
Found while doing it: the 400-event per-phase cap counted EVERY kind, so a
busy phase could push out its own phase.completed and its own provenance.
The cap now counts only the two unbounded kinds it was written for.
Negative control confirms the old behaviour dropped the prompt.
Retention is now a per-mission hold (0080) rather than a raised global —
with a test asserting unheld missions are still reaped, because an
exemption that applies to everything is not an exemption.
SELF-AUTHORING: agents apply their own skill drafts, no human click
By operator decision. level_up has generated complete drafts from a model
since it shipped; only a checkbox stood between propose and apply.
What replaces the gate is not another gate but four properties, each held
by a test:
- workspace-scoped, so a hand-authored skill can never be modified
- a draft cannot take a hand-authored skill's name. Ids are scoped and
bindings resolve by skill_id, so it could not overwrite or shadow one
anyway — but two procedures under one name means nobody reading a
transcript can tell which the agent followed, and that ambiguity is
fatal in a system where the skill is the standard being graded against
- every revision appends a skill_versions row, so it can be reverted and
a past run can be read against the text it was actually judged under
- approved_by = NULL. An agent's decision is never attributed to a person
who did not make it
Only skill_candidate applies autonomously. identity_refinement and
brain_consolidation still wait for a human: they change what an agent IS
rather than adding a procedure it can consult. State is announced at boot,
because a safety gate that changes silently is one nobody notices changed.
CLAWMATES_SKILL_SELF_AUTHORING=0 restores it.
Also: the test Postgres ran out of /dev/shm mid-suite (Docker's 64MB
default) and surfaced it during MIGRATIONS, which reads like a schema fault
and is not one. --shm-size=1g, and a pointer to the `clean` subcommand that
already existed for the 779 leaked test databases.
Full workspace suite green: 106 binaries, no failures.
Co-Authored-By: Claude Opus 5 <[email protected]>
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1f39f642a3 |
feat(podcast): render finished missions into episodes, and serve them as a feed
The renderer existed but nothing called it. This wires it to the missions and puts the result somewhere a phone can reach. **A sweep, not a phase step.** Rendering is not the agents' work and must not be able to fail a phase that succeeded; a transient API error simply retries next tick, and a mission already rendered is skipped because its episode row exists. `podcast_episodes` is that record — without it the sweep would re-render on every pass and re-bill for it, the same lesson `corpus_items` taught for papers. **It is racing a reaper.** script.md lives in the mission checkout, and `mission_runtime`'s sweeper deletes that tree 30 minutes after the mission reaches a terminal state. So the sweep runs every 2 minutes, leaving ~15 attempts inside the window. When it does lose — as it did for three missions that had completed hours before this shipped — it now SAYS so and records a marker rather than skipping in silence, which is how a feed ends up quietly missing a day. The feed filters those markers out: a zero-byte enclosure shows a broken episode in a podcast app, where showing nothing is honest. **Duration is read from the audio, not estimated from the script.** The feed advertises a length and that length should be the real one — and it is the check that catches a 6 MB file playing for six seconds. **The feed authenticates by query-string token**, because no podcast app can set headers. That is a real trade: the token lands in the app's database and any proxy log. It reuses `AuthService::authenticate`, so revoking the session revokes the feed with it rather than creating a second secret to forget to rotate. Titles are XML-escaped — one raw ampersand makes a client reject the WHOLE feed, not one episode. 363 tests pass. Co-Authored-By: Claude Opus 5 <[email protected]> |
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a02e0cba69 |
feat(missions): Continuous Research harvests at launch, and cards launch by clicking
The card shipped in
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f87853ecf9 |
fix(missions): scheduled missions never fired — nothing read missions.schedule
The wizard has collected a cron since `0047_missions.sql` ("schedule JSONB
carries the trigger config (cron | one_shot | on_event)"), the frontend posts
`{kind:"cron", cron}`, and the API persists it faithfully. Nothing has ever read
it back: the only due-work enumerator in the codebase was `routines::claim_due`.
So every scheduled mission ever created sat in `draft` forever while the UI
reported it was on a schedule.
Proven before fixing, on the shipped build: a mission with `* * * * *` sat in
`draft` for 4m34s and started ZERO topology runs. After this change the same
mission launched on its next occurrence and recorded one `fired` row.
Two pieces were missing, and they are the two `routines` already had:
- `missions.next_run_at` — schedule STATE. `schedule` is user intent and stays
untouched; without somewhere to record which occurrence is owed there is
nothing to put a `<= now()` predicate on, which is why no enumerator could
be written against the JSONB alone.
- `mission_fires` — one row per (mission, occurrence). 0063_routine_fires.sql
called this exact case: "For a scheduled *mission* it costs a container, a
repo checkout, and real money — which is why this lands before mission
scheduling does."
`mission_schedule.rs` deliberately mirrors `cm-scheduler`'s shape rather than
inventing a second one: atomic `FOR UPDATE SKIP LOCKED` claim, reschedule
BEFORE dispatch so a failing launch cannot stall the clock, claim the slot
before launching so a crash mid-launch is retried rather than dropped, and a
fan-out cap. The cap is 5, not the scheduler's 25, because a mission firing is
a container and a checkout where a routine firing may be one turn.
The claim skips `status = 'running'`: a daily cron on a mission that takes
longer than a day must skip the occurrence, not stack a second crew on the same
workspace. Launch goes through `mission_orchestrator::on_launch` +
`missions::set_status`, the same path as the draft→running transition, so one
code path mints a crew. An unattended launch acts as the workspace owner
(`users::owner_of_workspace`) since missions carry no creator column; a
workspace without one settles the occurrence `failed` with the reason rather
than dropping it silently.
Backfill blast radius was MEASURED, not assumed: prod has zero missions with a
cron, this workstation had exactly one — the control created to prove the bug.
Co-Authored-By: Claude Opus 5 <[email protected]>
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a494634f81 |
feat(agents): classify agents by lifecycle and reap the finished and orphaned
A mission mints a crew, and the only thing that reaped one was DELETING the mission. A mission that merely completed left its agents in the roster forever, and a crew whose reap was skipped or failed left agents bound to nothing — indistinguishable in the UI from the operator's own staff. Four states, from one query: owned no agent_template_link row → hand-created. NEVER reaped. active on a running/draft mission → working right now. Kept. completed every mission terminal → reaped after a 24h grace. orphaned minted, bound to nothing → reaped. The discriminator is `agent_template_link`, which mission_orchestrator writes per minted claw. This matters more than it looks: verified on live data, a hand-created agent and an orphaned crew member both have ZERO team links and are structurally identical by binding alone. Judging orphanhood by "no team" would delete the user's workforce. Provenance is the only honest signal. The grace window exists because the results view, the World's 24h replay and "who did this work?" all read the crew AFTER the run ends; reaping on the terminal transition deletes the answer exactly when the question gets asked. A completed crew with no usable timestamp is KEPT — a missing date must never read as "old enough to delete". Also fixes the delete summary, which reported how many claws were FOUND rather than purged: "reaped 4 claw(s)" was printed by a delete that purged none, which is precisely the log you would read while wondering why the agents are still there. It now reports purged / kept / FAILED, and failed > 0 is the orphan case. Verified against live data — all four states observed, including the two that look alike. Co-Authored-By: Claude Opus 5 <[email protected]> |
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1f6108f769 |
feat(gc): reclaim the mission tree on the gateway
`cleanup_sweeper` prunes ROWS. Deleting a row has never deleted a directory, and `teardown_container` only runs while a mission still exists to tear down — so a mission removed by any path that skipped teardown left its tree behind permanently, on the smallest disk in the fleet (150 GB, shared with postgres and every checkout). 106 mission directories are sitting there now. Filesystem-first, deliberately: the DB is the PREDICATE, never the enumerator. Enumerating from the database is exactly how these became invisible — a directory whose row is gone is the one a row-driven sweep cannot see. Three reapers, one deletion path. Orphan mission dirs (no row, past a 2h grace), scratch trees (_bench/_gate/_verify/_merge past 6h — all four have leaked before), and _outputs past 90d, whose artifact rows are marked only AFTER the files are gone, because the other order claims artifacts are reaped while they are still on disk. The single removal path escalates: the server is uid 65532 and cannot delete what the per-mission daemon leaves as root, so PermissionDenied falls back to `root_copy::purge` and shouts if the tree survives even that. A GC that cannot collect is the thing being fixed, so failures are counted and reported, never swallowed. Guards worth naming: `_cargo` is a SHARED cache every mission writes to and lives under the same root, so an underscore-prefixed sibling treated as an orphan mission would delete it out from under running work and look like a slow cargo build. Only a well-formed mission id is ever a candidate — a directory whose name is not an id can have no row by construction, so without that gate every unrecognised directory looks orphaned. Co-Authored-By: Claude Opus 5 <[email protected]> |
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c3ad5672fc |
feat(llm): six-link fallback chain, and a preflight that proves it
opus -> sonnet -> haiku -> kimi -> glm -> local. The order is capability first, then independence: three Anthropic tiers on one account (a throttle usually hits a tier, so stepping down often clears it), then two separately funded accounts (now an outage, not just a throttle, is survivable), then our own GPU (nothing left to be down). Every id was probed on this deployment and answered 200. The preflight is the more important half. Configured is not working, and this chain has a specific way of lying: `resolve_provider` falls back to the DEFAULT provider when it does not recognise a provider name, so a typo in `kimi:` does not error — it quietly runs on Anthropic, and a chain that reads as three accounts is really one. A reachability-only probe calls that link green. So `preflight` checks resolution and reachability separately, eight tokens per link through the REAL call path, and reports four states. `Throttled` is deliberately not a failure: a 429 means the spec resolved, the credential authenticated, and there was no capacity this second — the exact condition the chain exists to route around, and painting it red would train an operator to ignore red. `Unregistered` and `Broken` are failures, and they get different words because they need different fixes. It runs at boot alongside validator_preflight and runtime_preflight, spawned so it cannot delay startup. A chain is the one piece of infrastructure nobody looks at until the day it has to work, so it is now checked on the days it does not. Co-Authored-By: Claude Opus 5 <[email protected]> |
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b18e62041b |
feat(llm): the fallback chain's last link runs on our own hardware
`local:ornith-fleet:9b` joins opus -> haiku -> glm as the final link. Every entry above it depends on somebody else's account staying funded and unthrottled; this one depends on a GPU in the next room. It is last because it is the weakest model, and present because a chain whose every link is external is not a fallback chain, it is one outage in a trench coat. Three small changes make it work: - `build_provider_registry` accepts a provider with an empty `api_key_env`. A model on our own hardware has nothing to authenticate to, and the old behaviour SKIPPED a keyless provider — leaving the chain quietly one link shorter than it reads, which is the failure mode this whole area keeps producing. - `provider_family` learns `ornith`/`ollama` for BARE names. A qualified `local:` spec was already answered by the split, but a bare one fell through to "unknown", and `cross_provider_judge` would then refuse a judge that is genuinely a different family from the Anthropic implementer. - A test pins that the last link survives `resolve_provider`'s split-on-FIRST- colon: `local:ornith-fleet:9b` is provider `local`, model `ornith-fleet:9b`. Splitting on the last colon would ask for a provider named `local:ornith-fleet`, and the symptom would be a silent fall back to the default provider. Infra: Ollama on tank and architect now binds 0.0.0.0 so the gateway (which has no GPU) can reach it. `tailscale serve` cannot — Ollama rejects a non-local Host header as a DNS-rebinding guard and OLLAMA_ORIGINS is CORS-only, so it 403s. 0.0.0.0 still includes loopback, so the microVM vsock pipe is unaffected; verified on both nodes. This is an explicit trade: Ollama has no auth and its API can pull and delete models, so it is now reachable from the LAN as well as the tailnet. The drop-in carries the ufw one-liner to close the LAN side. Co-Authored-By: Claude Opus 5 <[email protected]> |
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d48bdbc9a7 |
fix(llm): two modules were posting to Anthropic behind the providers' back
The research scenario passed 4/4 and the log underneath it said: phase_summarizer: ... failed: anthropic 400 Bad Request: "Your credit balance is too low to access the Anthropic API" `phase_summarizer` and `mission_refiner` each built their own reqwest POST to the Messages API with `x-api-key: $ANTHROPIC_API_KEY`. No audit of `.complete(` call sites could have found them — they never touched a provider — so every phase summary and every mission-brief refinement on this deployment had been failing against an empty account while the phases themselves ran fine. The summarizer even persisted an error row per phase, which is why nothing ever retried loudly enough to notice. Both now go through `subscription::complete_with_fallback`, so they inherit the subscription-first credential choice, the 429 backoff, and the opus -> haiku -> glm chain. The summarizer records the model that ANSWERED in mission_phase_summaries.model rather than the one it asked for. The guard is a source WALK, not a file list: any .rs under cm-api/src that mentions the Messages API host or `x-api-key` fails the test. A hand-listed set of files is exactly what let these two hide. Co-Authored-By: Claude Opus 5 <[email protected]> |
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9c9439a271 |
feat(llm): the subscription is the default provider, with a recorded fallback chain
Two changes so an empty metered account stops being a platform outage. 1. `build_provider` prefers the subscription token over ANTHROPIC_API_KEY. A bare model name resolves to whatever this returns, so making it the subscription means no server-side call can reach the metered key by construction — rather than by a source-grep test that already missed four call sites once. The metered key remains a fallback and now warns loudly when it is the one in use; boot no longer requires it at all. 2. `complete_with_fallback` walks a declared chain when a model has no capacity: opus -> haiku -> glm:glm-4.7 by default, overridable via CLAWMATES_MODEL_FALLBACK, empty to disable. Measured on gw-04 today: opus and sonnet return 429 on the subscription while haiku, GLM and Kimi all return 200, so a capped window no longer means "the planner is gone". The chain returns the model that ANSWERED, and every caller persists it — mission_plan_proposals.author_model, mission_team_proposals.author_model, and the swarm's step role. A plan drafted by the third link and filed as an opus plan is a silent quality change, which is the failure shape this project keeps paying for. Two negative controls hold the design: the chain never retries the model that just failed as its own fallback, and it steps down ONLY for a capacity failure — walking it on a malformed prompt would ask three models the same bad question and report the third one's confusion. Co-Authored-By: Claude Opus 5 <[email protected]> |
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f6c3ddbf81 |
refactor: no feature depends on Gemini any more
Depleted Gemini prepayment credits took out PDF rendering. The same key was the
only thing standing between level-up proposals and the same fate, so both are
off it.
- `pdf_renderer` is DELETED, not disabled. Nothing sets `render_pdf: true` since
markdown became the deliverable (
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3300c9d149 |
feat(missions): say at boot whether the independent judge can be reached
The z.ai credential expired mid-session and the first symptom was a two-phase mission failing after BOTH its VMs had run — the phase completed, delivered, pushed, and then one evaluation row said "the independent validator could not be reached this pass". `cross_provider_judge` refusing to fall back to the agent's own provider is correct: a verdict from the same family is not an independent check, and producing one quietly would claim a property the verdict does not have. The cost of that refusal is that a dead validator makes EVERY `done_when` phase unmeetable — and the information needed to know that existed from the moment the server booted. Nobody was told until it was expensive. The sibling of `runtime_preflight`, and the same stance: a report, not a gate. The server must still boot with a broken validator — refusing to start turns a degraded deployment into a dead one, and a mission that opts out (`validator_model = ''`) is unaffected. Two faults, kept distinguishable because they send an operator to different places: `Unregistered` (no provider by that name — the evaluator will refuse it rather than judge with the default, so register one) versus `Unreachable` (it resolved and the call failed — fix the credential). Collapsing them into "the validator is broken" is the kind of merge that costs an hour. The probe is a real completion through `Runtime::complete` — the same resolve-then-stream path the judge itself takes. A models-list or a HEAD would pass for an expired key, a revoked key, and a key with no quota, which are exactly the cases worth catching; and a probe that dialled the provider its own way could pass while the real call fails. `NotConfigured` is reported too, and not as an error: a deployment may choose the house model. It is still worth saying out loud that the check running is not an independent one. 551 tests pass, clippy clean. Co-Authored-By: Claude Opus 5 <[email protected]> |
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12147a1e01 |
feat(missions): Slice 4 — the two engines composed, with the file handoff proven
`team_engine='composed'` (the third name migration 0069 anticipated) runs a
mission as a durable ZeroClaw graph whose every node is a whole
Claude-Code-in-a-microVM session. Engine Z owns checkpoint/resume, cancellation
and per-node heterogeneity; Engine C owns shared context and cheap fan-out;
neither has the other's asset, which is why this is a composition and not a
compromise.
`MicroVmTurnExecutor` implements the existing `TurnExecutor`, so it inherits the
planners, the checkpoint, the stale-run recovery, `close_finished_phases`, the
evaluator, capture and delivery unchanged — the same trick `SubTopologyExecutor`
already plays with a heavy `run_turn`. Producer side emits ONE `queued` row
carrying the real graph and lets the worker claim it: the durability IS being
worker-driven, and the solo path's `tokio::spawn` has none of it. Still exactly
one `topology_runs` row per unit of work and one completion path — `finish()` is
now that one place, shared by every tier.
THE TRAP, solved and proven. A VM is inject → run → collect → destroy, so a
per-node VM with text-only handoff silently loses every file an earlier node
wrote: node 2 boots from the original checkout, sees nothing, and still reports
success. The mission's host checkout is the medium — every node injects from it
and collects back over it — and two properties make that safe rather than lucky:
`execute_resumable` is strictly sequential, so two VMs never write one directory;
and the vm id is deterministic per (phase, iteration, step), so a duplicate is
refused by the node ("vm already exists") instead of becoming a second writer.
NEGATIVE CONTROL, run rather than assumed: with `repo` swapped for a private
per-node workspace, `a_later_node_sees_an_earlier_nodes_files` FAILS with
`saw:[]`; restored, it passes. The `PhaseVm` seam exists for exactly this — it
models inject/collect through the real `mission_fs` tar path in milliseconds.
Two durability traps this tier walks into, both closed:
- `requeue_stale` fires at 180s on `updated_at`, and one node here can run for
an hour. `SubTopologyExecutor` keeps its parent alive from each leaf step;
there is nothing between the start and end of a VM turn, so the turn holds a
ticker that touches `updated_at` every 30s and aborts on drop. Without it a
healthy composed run is requeued mid-node and boots a second VM.
- the 15-minute stuck-run reaper asks "any step records since it was CREATED?",
which describes a healthy composed run as readily as a wedged one. Hence
`REAPABLE_TIERS` — worker-driven minus this tier. Reaping it would be #54 in
a different costume.
`on_launch` mints no team for a microVM mission, deliberately: claws in
containers are what a VM mission does not use. So `mission_orchestrator::
composed_graph` builds the shape from the team template directly — nodes, roles
and pattern, zero claws provisioned. Per-node `attrs["backend"]` and
`attrs["node_id"]` override the mission's, which is what makes a validator node
on another provider's image a first-class graph node; a malformed `node_id`
fails the node rather than quietly running it where the graph did not ask.
Refusals are recorded as a failed run, not returned as an error: `launch_phase`
is swept every ten seconds, so a returned error is a phase that retries forever
while the log repeats itself.
501 tests pass, clippy clean. NOT yet proven end to end: no composed mission has
run on the fleet, so the resume-after-a-killed-worker leg is argued from the DB
test and the step-numbering test, not from a real two-node run.
Co-Authored-By: Claude Opus 5 <[email protected]>
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4f07430e92 |
feat(missions): B4.5 — phase_runner runs a microvm mission in a VM
`runtime_kind='microvm'` placed a mission on a KVM-capable node and then nothing
executed it: config accepted without a reader, one of the four seams this project
keeps closing. This is the reader.
`microvm_executor` — inject → run → collect → destroy, the shape copy mode
already proved for containers with a VM boundary instead of a namespace one. The
checkout goes in as a tar, the work comes back as a tar over the SAME host path,
so `mission_delivery::capture_phase_diff_at` needs no change at all.
The agent is told NOT to push, unlike the container path's session prompt. Two
reasons: delivery is already host-side and diffs the collected tree against the
recorded clone point (covering committed, staged and unstaged work in one pass),
so pushing would add a second untested way for work to arrive; and pushing would
mean forge credentials inside the VM, when the point of collecting is that the
guest never holds them.
Exactly ONE topology_runs row (tier='microvm'), mirroring launch_direct_session:
close_finished_phases, evaluation, capture and delivery all key off those rows,
and a second completion path would be a second way for a phase to finish with one
of them untested. The row and the phase flip happen BEFORE any fallible VM work,
so a missing token or a node that lost its capability shows up as a failed run an
operator can see — not a phase that stays pending and retries every ten seconds.
Fail-closed points, each the reader for a guarantee built earlier:
- credentials resolve BEFORE the VM boots, so a missing subscription token
fails the phase instead of booting a VM whose agent sits unauthenticated
- a VM reporting egress:false is REFUSED, which is what makes create's
egress/egress_host/egress_guest fields more than decoration — a turn without
egress does not fail, it hangs
- the injected checkout is PROVEN present in the guest before an agent turn is
spent on it; an inject that reports success while landing nothing would
otherwise become an agent reporting an empty repository
- work is collected even when the agent exits non-zero — a turn that failed
partway still wrote files, and a retry needs to see them
- a turn that ran but could not be collected is a FAILED phase, not a happy one
- destroy runs on every exit path, or an 8 GB sparse rootfs leaks
Two integration gaps found while wiring, both of which would have produced a
mission that completed having delivered nothing:
- `capture_finished_coding_phases` pulls work out of a CONTAINER before
capturing. A microvm mission has none, so the docker connect would fail, the
loop would `continue`, and capture would be skipped forever while the phase
sat marked completed. Its work is already collected by the executor.
- `launch_phase` provisioned a runtime container, copied the checkout into it
and wrote a runtime binding + pairing code describing a runtime nothing uses;
and the orchestrator's workspace pin — deliberately FATAL — would have failed
a microVM launch on a container it was never going to use.
461 tests pass, clippy clean.
NOT YET PROVEN END TO END: no mission has run through this path. The pieces under
it are each verified on tank (image, credentials, egress, a real agent turn), but
this executor has only been compiled and unit-tested. Deploy + one real microvm
mission is the remaining step.
Co-Authored-By: Claude Opus 5 <[email protected]>
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107f0dbced |
feat(library): expose the library over the API
POST /api/library/runs harvests now; GET /api/library/items lists what the library holds. Thin wrappers — the work stays in crate::library — so a run can be started by a person, a schedule or the UI rather than only from an integration test. The response reports `healthy` explicitly rather than leaving a caller to infer it from an empty `shelved` list. A quiet week and a broken run both shelve zero papers, and collapsing those two is the exact ambiguity that cost most of this week. Failure reasons go to the log, not the response body: they can carry the remote URL and raw git stderr. AppState gains an optional blob store (the shelf), wired from the server binary where storage is already constructed. Optional because AppState::new is used by tests that never touch blobs; a route that needs it fails loudly rather than the constructor demanding it everywhere. 393 tests, clippy clean. Co-Authored-By: Claude Opus 5 <[email protected]> |
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f7e336ff5f |
fix(missions): make an unrunnable test suite legible, and check the runtime at boot
Two changes against the same defect: the platform could not tell a missing capability from a legitimate negative result. verify_tests returned Option<bool>, collapsing four outcomes into None: no suite found, docker unreachable, exec failed, and no exit status. When clawmates-runtime shipped without cargo, every on_green_tests phase returned None and landed on -wip — identical to the reading for "this repo has no tests", which is the conclusion I drew and reported. The gate was correct throughout; it simply could not say why it was unproven. TestOutcome now names the four cases. Gating is unchanged (only Passed clears, unproven is never a pass), and tests_verified keeps its tri-state meaning for existing readers. tests_status and tests_detail are new, so an artifact distinguishes no_suite from could_not_run, and a CouldNotRun is logged as the infrastructure fault it is rather than passing quietly. runtime_preflight probes the runtime container at boot for every tool the platform invokes inside it and names what each absence disables. This is the check that was missing: the Dockerfile gained a toolchain, the image was never built, gw-04 ran the old one for days, and the only symptoms were an ungated suite and a security scan that scanned nothing. A report, not a gate — a missing scanner should stop us believing a scan, not stop the server. Its test guards the probes themselves, since a typo would produce a permanent false "missing" and train operators to ignore it. Co-Authored-By: Claude Opus 5 <[email protected]> |
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09486ec759 |
perf(evaluator): judge with a bare API call instead of an agent (156x fewer tokens)
A phase verdict is a classification: fixed prompt, no tools, no memory, one JSON answer. Routing it through a ZeroClaw agent charged 17,772 input tokens to produce a 20-token reply, and at the runtime's 32k context that scaffolding — role prompt, tool descriptors, memory, identity — consumed over half the window before the judge read any evidence. The same verdict as a direct Messages API call costs 114 input tokens, with the real system prompt and evidence. Measured through the production seam via `cargo run -p cm-llm --example oauth_probe`. - cm-llm: teach AnthropicProvider subscription auth. A `sk-ant-oat…` credential switches to bearer auth, adds the Claude Code beta set, and prepends the identity line the API requires as the first system block — idempotently, so re-wrapping can't stack it or waste tokens. - evaluator: prefer a direct provider call whenever ANTHROPIC_OAUTH_TOKEN is set, falling back to the configured spec (including `runtime:<alias>`) otherwise. Fail-closed parsing is untouched and still governs every path. - The ANTHROPIC_API_KEY shape guard now points at the slot that understands bearer auth rather than only saying no. Deleting the agent from this path is the ablation applied to our own harness: the scaffolding was there because a judge was built like every other agent, not because a judge needs it. Co-Authored-By: Claude Opus 5 <[email protected]> |
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ca45597c79 |
feat(credentials): make provider substitution and runtime auth mode visible
Three guardrails around which credential pays for what. 1. Boot announces the mission-runtime auth mode, and warns when subscription auth is configured on a deployment with more than one user. A consumer subscription credential may only run the account holder's own work, and that condition is otherwise invisible -- it holds today and quietly stops holding the first time someone else signs up. Adds users::count_all (dynamic query, so the offline cache needs no regeneration). 2. Reject an ANTHROPIC_API_KEY shaped like a subscription OAuth token (sk-ant-oat...) at boot rather than failing on the first model call far from the mistake. Both credentials start sk-ant-, so the confusion is easy to make and hard to spot. 3. provider_alias_for's GLM/Kimi -> anthropic.default fallback was documented as deliberate but was silent in effect: a user picking "kimi" in the UI got an agent spending the Anthropic key, with nothing saying so. It now logs the substitution, and is_exact_provider_match() lets callers tell a real family match from a substitution so a UI can say which model will actually run. Behaviour is unchanged -- only the silence is. Co-Authored-By: Claude Opus 5 (1M context) <[email protected]> |
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f848248fac |
feat(missions): goal conditions and phase iteration, judged on the subscription model
A phase used to complete when its topology_runs reached a terminal state --
purely structural. It marked itself done whether the agents produced the
artifact or wrote nothing at all, and it ran exactly once: execute_resumable's
skip(start) is resume, not repeat, and the only re-run path was a human
hitting the retry endpoint.
A phase can now carry `done_when`, a completion condition judged after each
pass against the evidence the agents actually surfaced. Not met and passes
remain -> the phase goes back to pending with iteration bumped, and the
verdict's reason is appended to the next pass's task text. That feedback is
what makes iteration converge rather than repeat -- the same mechanism /goal
uses, and that swarm.rs already uses for rejected work.
The evaluator runs on the SUBSCRIPTION model. CLAWMATES_EVALUATOR_MODEL
defaults to judge_model(), and a `runtime:<alias>` spec routes through
ZeroClawDriveExecutor -- a container agent on claude_cli, i.e. Claude Code on
the OAuth subscription, needing no platform API key. Same routing the door
governor uses.
Two deliberate departures from the governor's contract, both required:
- FAIL-CLOSED. Runtime::judge is fail-open and reads a verdict by
!contains("DENY"), so a model explaining why it *would* deny reads as
approval and an empty reply reads as approval. For completion that is
backwards: unsure must mean not done. The contract is swarm.rs's strict
JSON {"met","reason"} with .unwrap_or(false). Six tests cover the closed
paths -- prose, empty, missing field, non-boolean, transport error.
- judge_raw returns the raw reply; judge collapses to a bool too early to
carry a structured verdict.
Iteration scoping is the subtle part and has its own test: on pass 2 the
phase's own iteration is 1 but pass 1's completed run is still in the table,
so "are this phase's runs all finished?" must ask about the CURRENT pass or
that stale row closes out pass 2 the instant it is enqueued.
Evidence comes from phase_summarizer::collect_evidence, extracted from the
existing collect_material so the evaluator and the summary card cannot
disagree about what a phase produced.
done_when/max_iterations are promoted from phase config into columns (the
sweep filters on them every tick) and max_iterations is clamped to 20 at
insert -- the UI limits it too, but a runaway loop must not be one crafted
request away.
A phase with no condition completes exactly as before; that regression guard
is the first test in the file.
Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
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49bcf53b84 |
feat(missions): wire the workflow registry so phase config reaches the database
workflow_registry.rs had zero call sites -- lib.rs declared the module and
nothing ever called load() or get(). So templates/workflows/*.toml was never
read, and because the client's TEMPLATE_PRESETS carries only {kind, order_idx}
with no config, PhaseSpec.config defaulted to Value::Null and every
wizard-created mission stored a null mission_phases.config.
Every per-phase setting was therefore inert. `loop = "until_no_more_int_items"`
and `commit_policy = "on_green_tests"` described a scheduler that does not
exist AND had no path to the database. benchmark_runner and security_scan
already read phase_config(); they were reading from null.
- Mission create derives phases from the recipe when none are sent, and
backfills config per phase (matched on kind+order_idx, then kind) when the
caller sends shape without config. An explicit config always wins.
- phases_for_create takes Option<&WorkflowRecipe> rather than reaching for the
global, because the registry resolves its directory relative to the process
cwd -- which under cargo test is the crate root, not the repo root.
- GET /api/workflows serves the catalog; the wizard fetches it and falls back
to TEMPLATE_PRESETS. Adding a TOML now adds a template with no FE change.
- load() runs at boot so a malformed recipe appears in the boot log instead of
silently producing a mission with no phase config.
Also fixes a latent bug in all five recipes: `default_team_template` was
written below the first [[phases]] block, and TOML scopes a bare key after a
table header INTO that table -- so it parsed as
phases[last].config.default_team_template and the real field was always None.
Invisible while the registry was dead code. Moved above the phases, with a
test asserting it neither returns None nor leaks into a phase config.
Co-Authored-By: Claude Opus 5 (1M context) <[email protected]>
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5c63ef0ed3 |
missions: phase-completion summary card (Claude Opus 4.8 synthesized)
New phase_summarizer background worker fires on any mission_phase
transition to a terminal state (completed/failed). Aggregates every
topology_runs.checkpoint.outputs[] + mission_tasks + mission_artifacts
bound to that phase and asks Claude Opus 4.8 to produce a structured
JSON card:
{ narrative, metrics, sources, tooling, next_actions }
Rendered inline on the mission page under each completed phase via
new PhaseSummaryCard component. Metrics grid is kind-specific:
research surfaces insights/sources/int_cards/artifacts, coding
surfaces cards_picked_up/commits/tests/issues, benchmark surfaces
regressions/improvements, security surfaces findings-by-severity.
New table: mission_phase_summaries (migration 0060), unique per
phase_id — regenerates on retry.
New endpoint: GET /api/missions/{id}/phases/{phase_id}/summary.
Model overridable via CLAWMATES_SUMMARIZER_MODEL. Reuses the
ANTHROPIC_API_KEY prod already carries for mission_refiner.
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69a6e4e7f2 |
missions: sweeper + socket-proxy NETWORKS grant + mount ordering (C3 slice 4-5)
- mission_runtime::spawn_sweeper: force-removes runtime containers for missions terminal for >=30 min, clears runtime_endpoint. Wired into clawmates-server main(). - docker-compose socket-proxy: NETWORKS=1 so bollard.connect_network can attach containers to clawmates_edge for provider egress. - phase_runner ordering: ensure_checkout BEFORE ensure_container so the mission dir exists before docker mounts it. - provisioner: mkdir_p the mission dir defensively for research-only missions that skip checkout entirely. |
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277189ea9b |
missions: phase_runner — actually execute mission phases
Root-cause fix for "we hit launch, waited overnight, nothing ran."
mission_orchestrator materialized teams + agents fine, but nothing
enqueued the actual work — mission_phases stayed 'pending' forever
and topology_runs count for the mission was 0.
New crates/cm-api/src/phase_runner.rs — background worker on 10s
poll that does three things:
1. start_pending_phases — for every mission_phase with
status='pending' AND parent mission.status='running' AND all
lower-order phases already 'completed', enqueue one
topology_runs row per team whose (mission_id, purpose) matches
the phase kind:
phase=research → teams with purpose='research'
phase=coding → teams with purpose='coding'
phase=benchmark → teams with purpose='coding' (fallback)
phase=security_scan → teams with purpose 'security' | 'coding'
Each run gets a phase-kind-specific task text combining the
mission title/description + a directive for that phase.
Flips phase to 'running' after enqueue.
2. close_finished_phases — SQL sweep that flips phases whose
topology_runs are all terminal to 'completed' (or 'failed' if
any run failed).
3. close_finished_missions — same shape for missions whose phases
are all terminal.
Spawned alongside task_card_worker in clawmates-server main.rs.
Ordering enforced by mission_phases.order_idx — a coding phase
doesn't fire until its research phase completes.
Idempotent: every state transition is guarded so double-firing on a
race is safe. When a mission has no matching teams for a phase (bad
wizard state), the phase stays pending and the runner logs a skip
rather than getting stuck in a fail loop.
Existing topology_worker picks up the queued runs and drives them
through the ZeroClaw executor as usual.
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fdb8cfeecc |
slice 9 cleanup: drop legacy research/loops backend + tables
Retires the legacy research/loops backend after the missions arc
(slices 1-9) fully replaced it. Frontend cutover was 4663348; this
commit finishes the job on the backend + database.
Migration:
- 0053_drop_legacy_research_loops.sql — drops the 8 legacy tables
(research_topics, research_topic_agents, research_outcomes,
research_publish_approvals, loops, loop_agents, loop_orgs,
loop_teams) and the 3 topology_runs FK columns
(research_topic_id, loop_id, iteration). parent_run_id stays;
recursive_exec still uses it.
Files deleted (11):
- crates/cm-api/src/routes/{research,loops,research_setup,
research_pipeline,wizard_repo,probe}.rs
- crates/cm-api/src/research_container.rs
- crates/cm-db/src/repo/{research_topics,research_outcomes,
research_publish_approvals,loops}.rs
- crates/cm-runtime/src/loops.rs
- crates/cm-api/tests/research_publish_role.rs
Files edited:
- crates/cm-api/src/lib.rs — dropped 20 legacy route registrations
(all /api/research/* + /api/loops/* + /webhooks/loops + probe)
and module decls
- crates/cm-api/src/topology_worker.rs — deleted legacy dispatch
(freeze_research_outcome, advance_loop_after_completion,
continue_initial_burst, maybe_transition_research_topic,
parse_reorder_rationale, per-topic/loop gateway resolver).
reap_stuck_runs now keys on mission_id (not topic_id).
Executor path unconditionally uses ZeroClawDriveExecutor::from_env
— mission_orchestrator provisions each claw as an agent inside
the shared runtime via RuntimeProvisioner, so per-team gateway
resolution is no longer applicable.
- crates/cm-api/src/routes/topology.rs — deleted container-log SSE
endpoint (research/loop-specific), dropped loop_id filter and
iteration field from ListRunsQuery/RunSummary
- crates/cm-api/src/routes/world.rs — removed
active_research_topics/active_loops/preseed_repo_paths;
World SSE no longer emits repo:{topic}/loop:{id} landmark orbs
(follow-up task #21 tracks adding mission:{id} equivalents)
- crates/cm-api/src/runtime_provision.rs — removed now-unused
mint_workspace_service_token
- crates/cm-db/src/repo/topology_runs.rs — removed 9 legacy
helpers (research_topic_id lookup, loop_id_for_run,
iteration_for_run, active_runs_for_research_topic, etc.)
- crates/cm-db/src/repo/teams.rs — removed 4 dead helpers
(team_for_loop, team_for_research_topic + setters)
- crates/cm-api/tests/topology_jobs.rs — removed loop/topic
tests, dropped enqueue_run_with_topic helper
- crates/bins/clawmates-server/src/main.rs — removed
spawn_loop_scheduler call
- crates/cm-api/src/routes/mod.rs, crates/cm-db/src/repo/mod.rs,
crates/cm-runtime/src/lib.rs — module decls stripped
sqlx cache: regenerated against post-migration schema
(71 files changed, ~+70 / -8896 net)
Test/build: SQLX_OFFLINE=true cargo check --workspace clean;
cargo test --workspace --no-run clean.
Follow-up (task #21): World view lost the in-flight-work landmarks
when repo:{topic} / loop:{id} orbs disappeared. Add mission:{id}
orbs as the missions-era replacement.
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3ac3d53da7 |
slice 6: LLM + Chromium PDF renderer worker
Watches mission_artifacts for MD entries with render_pdf_status='pending'
and turns them into styled PDFs via:
1. Read source MD from <mission_root>/<path>
2. Call configured LLM (default gemini-2.5-flash) with a document-
typesetter system prompt that constrains style to a self-contained
HTML doc with inline CSS + our color palette
3. Print to PDF via `chromium --headless=new --print-to-pdf`
4. Save alongside source MD (foo.md → foo.pdf) + update
mission_artifacts.rendered_pdf_path + render_pdf_status='done'
Graceful degradation: GEMINI_API_KEY unset OR chromium missing =
row marked failed with a descriptive error, worker keeps ticking.
The frontend's "Open PDF" affordance (Slice 2) light up automatically
when render succeeds.
Boot ordering: PDF worker spawns after task_card_worker. Poll every
30s over up to MAX_PARALLEL=2 rows at a time — respects LLM rate
limits and keeps chromium's peak RAM under control.
Env knobs:
GEMINI_API_KEY — required for LLM step
CLAWMATES_PDF_RENDERER_MODEL — model id, default gemini-2.5-flash
CHROMIUM_BIN — chromium binary, default `chromium`
CLAWMATES_MISSIONS_ROOT — artifact dir root, default /var/lib/clawmates-missions
Dockerfile now installs chromium + fonts-liberation and sets
CHROMIUM_BIN=/usr/bin/chromium so the container image has everything
the renderer needs.
Also bumps workspace tokio deps to include the `process` feature
(required for tokio::process::Command).
Follow-ups:
- Anthropic + OpenAI provider variants (only Gemini in this slice)
- SSE stream on /api/missions/{id}/artifacts for the "PDF ready"
notification instead of poll-via-mission-GET
- Per-template PDF style overrides (currently one house style
for all missions)
Co-Authored-By: Claude Opus 4.7 <[email protected]>
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f40ec075a5 |
slice 5: task-card parser + background worker
Watches topology_runs' event stream for the INT-XX marker protocol
(see skills/foundation/int-xx-marker-protocol.md) and materializes
mission_tasks rows with typed status so the canvas Tasks tab renders
a live timeline instead of raw agent chatter.
Migration 0051 adds mission_id + mission_phase_id columns to
topology_runs (nullable) so runs enqueued by a mission phase can be
attributed. Populated by future phase executors; NULL for legacy
research/loops runs (parser skips them cleanly).
New Rust surface:
- task_card_parser::parse(text) — line-scanner over TASK/WORK/
HANDOFF/TEST_PASS/TEST_FAIL/REVIEW_APPROVE/REVIEW_BLOCK/COMPLETED
markers. Strict: exact kind + colon + INT- prefix, no in-prose
matches, no bold/code-fence wrappers.
- task_card_parser::apply_for_run(pool, run_id) — reads the run's
mission binding, walks its event payloads, extracts text/output/
content/message string fields (matching every ZeroClaw event
shape we see), parses markers, UPSERTs mission_tasks via the
(phase_id, external_id) unique key from Slice 1.
- task_card_worker::spawn — 15s poller over runs updated in the
last 5 minutes. Idempotent + generous window survives server
restarts + task-scheduling jitter.
Boot wires the worker after the content loaders. Silent no-op when
mission wiring isn't populated yet.
MarkerKind → status mapping (monotonic-forward):
TASK → created
WORK → working
HANDOFF → validating
TEST_PASS → validating
TEST_FAIL → failed
REVIEW_APPROVE → validating
REVIEW_BLOCK → failed
COMPLETED → complete
Follow-ups:
- Wire phase executor to populate topology_runs.mission_id +
mission_phase_id (Slice 6/7/8 work)
- Assign assigned_agent_id via the event's producing agent alias
(currently always None)
- SSE stream on /api/missions/{id}/tasks for live canvas updates
(currently the canvas polls via mission GET)
Co-Authored-By: Claude Opus 4.7 <[email protected]>
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85a97dffca |
slice 3.5d: agent_template_link + brain seed helper + skills merge
Ships the lineage layer that ties agents back to their team template
and wires the MCP skills server to actually merge template default
skills with per-agent overrides.
Migration 0050 adds `agent_template_link` (agent_id PK, template_id,
template_version, role_slot, seeded_at, created_at + indexes for
template/role lookups). Populated at agent-materialization time by
Slice 4's mission-launch orchestrator; read here by the skills MCP
server and by future level-up (Slice 8.5).
New Rust surface:
- cm_db::repo::agent_template_link (upsert / get / mark_seeded /
agents_for_template — the last is what level-up's "prompt upgrade
on template N+1" query needs)
- cm_api::brain_seed::ingest(claw_id, seed_md, identity_prompt)
opens cm_brain::ClawBrain on spawn_blocking, sets system_prompt
on first touch, writes seed as agent_md, commits. Idempotent —
skips when agent_md already populated.
- cm_api::mcp_skills::mcp_skills tools/call now resolves the caller
agent's template + role via agent_template_link and merges
template default skills with per-agent overrides (was overrides-
only in Slice 3.5b).
- cm_api::team_template_loader now binds template_role_skills after
upserting each template — looks up each declared skill by name,
attaches with pin_in_context=true for foundation skills and the
first two role skills. Missing skills log + skip.
- Boot ordering: skills load BEFORE team templates so the binding
lookup resolves.
Follow-up (Slice 4): mission-launch orchestrator calls brain_seed::ingest
+ agent_template_link::upsert when minting a team from a template.
Until that lands, the link is populated only by manual writes; the
MCP merge is silent-no-op for agents without a link (falls through
to overrides-only), which matches the pre-3.5d behavior.
Co-Authored-By: Claude Opus 4.7 <[email protected]>
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7b23f61632 |
slice 3.5c: seed 15 built-in skills across the 6 stacks
Hand-authored skill catalog anchored to real 2026-07 versions:
- Rust 1.97.1 (stable), edition 2024
- React 19.2.7, Server Components + Actions
- TailwindCSS 4.3.3 (CSS-first config, Oxide engine)
- three.js r185 (WebGPURenderer stable, BatchedMesh matured)
- React Native 0.86 / Expo SDK 54+ (New Architecture default)
- cargo-nextest 0.9.140, gitleaks 8.20+, cargo-audit 0.21+
- Postgres 17 (18 in beta, don't rely on)
- CUDA Blackwell, Metal Apple7+, ROCm CDNA3
Ships 15 skills across the categories:
foundation/ workspace-repo-commit-protocol
small-focused-commits
tdd-red-green-refactor
code-review-checklist
int-xx-marker-protocol
decompose-int-items
rust/ write-rust-current-edition
rust-error-handling
cargo-test-driven-development
rust-async-tokio-idioms
backend/ postgres-migrations-forward-only
postgres-index-selection
api-pagination-day-1
frontend/ react-19-server-components
tailwind-v4-idioms
component-4-state-model
mobile/ expo-managed-vs-bare
rn-flashlist-perf
gpu/ gpu-coalescing-and-occupancy
roofline-model
threejs/ threejs-perf-and-teardown
security/ cargo-audit-workflow
secret-scanning-gitleaks
skills_loader.rs walks skills/**/*.md, parses YAML frontmatter
(name, description, when_to_use, tags), upserts via
skills_catalog::upsert_builtin. Idempotent per boot — bumps version
+ appends skill_versions row ONLY when body changes. Deterministic
sha256-derived ids so builtins are stable across boots.
Dockerfile copies skills/ to /etc/clawmates/skills. Server boot
task spawns loader alongside team_template_loader.
Follow-ups (Slice 3.5c continuation, future PRs):
- 20-30 more skills (duckdb, shadcn composition, a11y, WebGPU
migration, metal frame capture, rocprof, deep gitea forge
integration, semgrep rulepacks)
- Bind skills to team template roles (add [role.skills] refs to
templates/teams/*.toml + wire template_role_skills population
in team_template_loader)
Co-Authored-By: Claude Opus 4.7 <[email protected]>
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9ba5c06a1a |
slice 3: 6 team templates seeded from TOML recipes
Team templates are the canonical rosters + tool bundles that mint
concrete teams for a mission. Every builtin ships as a TOML recipe
under templates/teams/*.toml, loaded into the DB at server boot.
Migration 0048 adds:
- team_templates (id, key, name, stack, default_topology,
risk_profile, mcp_bundles, version, source,
workspace_id)
- template_roles (m2m: template_id + slot; system_prompt,
skills[], brain_seed)
- teams gets template_id + template_version for level-up lineage
Ships 6 builtins:
- rust_sdlc — planner/coder/tester/reviewer/committer for Rust
- backend — api_designer/db_engineer/coder/tester/committer
(Postgres, DuckDB, graph DBs, wire protocols)
- frontend — designer/coder/tester/committer (React + Tailwind + ShadCN)
- mobile — designer/coder/tester/committer (Expo, RN, iOS, Android)
- gpu — arch_analyst/kernel_author/bench_engineer/coder/committer
(CUDA, Metal, ROCm from Rust)
- threejs — scene_designer/coder/shader_author/perf_engineer/
committer (three.js, WebGL, WebGPU)
Each role has a versioned system_prompt + skill list + brain_seed
markdown. Skills column is a name array today; Slice 3.5a promotes it
to a typed m2m join with the real skills catalog.
Server boot:
- team_template_loader::load_builtins reads TOML from
/etc/clawmates/templates/teams (container) or templates/teams (dev),
upserts idempotently. Deterministic uuid per template key (sha256
of a fixed namespace + key) so ids are stable across boots.
- Dockerfile copies templates/ to /etc/clawmates/templates.
Read API:
- GET /api/team-templates — list all
- GET /api/team-templates/{id} — detail with roles
Wizard:
- Step 3 rewired from a raw team_id text field to a template picker
with "LLM auto-provision" as the default option + one card per
builtin, showing stack, topology, risk profile, and description.
- Mission create now passes team_template_id (not team_id) so phase
execution knows which template to mint from.
Co-Authored-By: Claude Opus 4.7 <[email protected]>
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4b48c521eb |
loops: backend routes + repo + cron scheduler + HMAC webhook
Third commit of the Research + Loops arc. Lights up loops as durable
recurring topology executions:
GET /api/loops list workspace's loops
POST /api/loops create — returns webhook_token +
signing_key ONCE when webhook trigger
is enabled; never exposed again
GET /api/loops/:id detail
PATCH /api/loops/:id update definition
DELETE /api/loops/:id delete
POST /api/loops/:id/run trigger one iteration NOW
POST /api/loops/:id/enable set enabled=true
POST /api/loops/:id/disable set enabled=false
POST /webhooks/loops/:token public; HMAC-SHA256-verified
Scheduler (cm_runtime::spawn_loop_scheduler) wakes every 10s, queries the
partial index on (next_fire_at) for due loops, enqueues one topology_runs
row per fire with loop_id + iteration + parent_run_id chained back to the
previous iteration. Uses croner via the existing scheduling::next_occurrence
helper. Missed windows fire ONCE and skip the backlog — next_fire_at is
always computed strictly AFTER now(), so a late scheduler doesn't drain a
buildup.
Webhook signatures follow the same pattern as the Stripe billing webhook
(HMAC-SHA256 with constant-time hex compare). Token + signing key are
24-byte OS-RNG values; the URL uses base64-url for the token, and the
signing key is base64-std. Both surface exactly once at create time.
All three fire paths (scheduler, immediate-run, webhook) funnel through
`cm_db::repo::loops::enqueue_iteration` so the invariants stay in one
place. `iters` repeat policy is enforced by the scheduler tick; `until`
and `on_completion` land with the orchestrator hook in commit 4.
Adds cm-llm as a direct cm-api dep, getrandom for the webhook material
generator, and wires the scheduler spawn into the server binary alongside
the resume sweeper and outbox drainer.
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96d1409a23 |
style: cargo fmt --all
Apply rustfmt (toolchain 1.96.0) to satisfy the CI Format check. Co-Authored-By: Claude Opus 4.8 <[email protected]> |
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9263418fcb |
Fleet: per-node dev-tool version cards + nightly latest-check (Phase 1, read-only)
Each node card now shows installed versions of Docker / Claude Code / Kimi / GLM /
Ollama (conditional per node) under the ssh card, with an "update available" badge.
- daemon: probe_tools() finds docker/claude/kimi-cli/ollama across candidate bin dirs,
extracts semver from --version, reports {"t":"node_tools",...} on connect + every 15m.
- migration node_tools + tool_latest; cm-db repo node_tools (upsert/list/latest).
- cm-api: fleet.rs NodeTools uplink → upsert; tool_versions.rs spawn_latest_checker
(24h, npm/pypi/github; docker display-only); GET /api/nodes/{id}/tools (glm mirrors
claude). Spawned in clawmates-server.
- frontend: NodeTools cards on each HostCard with the ↑latest badge.
Phase 2 (one-click update execution) intentionally deferred.
Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]>
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3554a3aaf2 |
CI: remove k8s stages, fix the Docker-level pipeline green
Survey + fixes so the pipeline passes at the Docker level (no k8s).
- Remove k8s: drop the `sandbox-k8s` job (kind/Calico/--features k8s-tests) and the
"Helm chart lints" gate step. release.yml was already k8s-clean.
- Rust job:
- `cargo fmt --all` — fix pre-existing formatting drift (fmt --check was failing).
- clippy -D warnings: fix 3 lib warnings (cm-brain sort_by_key→Reverse, cm-api
fleet.rs doc list indentation, node_rules map_or→is_none_or).
- Regenerate the .sqlx offline cache (was missing the cm-runtime run_loop test
query → offline compile failed). DB-backed tests use testcontainers at runtime.
- Set SQLX_OFFLINE=true on the rust + e2e jobs so query! macros compile against
the committed cache deterministically (no DB needed at compile time).
- Frontend job:
- Fix the 1 ESLint error (useAgentTelemetry: no setState-synchronously-in-effect;
tag the slice with agentId + derive null on mismatch).
- Fix 2 stale panel-params tests (`terminal` is a valid app id now; assert the
current APP_IDS + use a genuinely-unknown id for the reject case).
Verified locally: fmt clean, clippy --all-targets -D warnings clean (offline),
frontend lint 0 errors, tsc clean, 86/86 frontend tests pass, build OK.
Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]>
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10c89f5157 |
Node-placed agent terminal: container PTY on the agent's node + WebRTC, shared node-local drives
Completes "agent on a node" (single-node): when an agent's placement points at a fleet node, its terminal container runs there and the browser reaches it over a direct WebRTC DataChannel (LAN speed), sharing a node-local volume with the sandbox. gw-04-local agents are byte-identical to before. - cm-sandbox/docker.rs: empty drive subpath → mount the whole volume at the target (volume_options None), so a per-agent node-local volume auto-creates at ~/drives. - cm-api/fleet.rs: NodeHub.open_pty/webrtc_offer carry optional container+session (injected only when Some); node-terminal caller passes None (host shell unchanged). - cm-runtime/terminals.rs: TerminalManager gains node_provider + placement (mirrors SandboxManager, draining-aware); node_local_drive_mount(agent) = clawmates_agent_<id> at ~/drives; placement_for() ensures + locates the container; attach uses driver_for(node) (local byte-identical). - cm-runtime/sandboxes.rs: a node-placed agent sandbox mounts the same per-agent volume → shares files with the terminal on that node. - cm-api/routes/terminal.rs: ticket response gains `node`; ws() bridges node-placed agents through the NodeHub relay (WebRTC + fallback) execing into the container; local path unchanged. server main wires with_node_provider. - frontend: agentTerminalConnector mints the ticket then picks WebRTC (node-placed, ⚡ direct / relayed badge) vs WS (local); webrtcConnector generalized to be endpoint-agnostic (node terminal reuses it). Known follow-up: terminal (uid 65532) and sandbox (uid 10001) share the volume but differ in uid — cross-container writes need an aligned uid/gid (group-writable). Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]> |
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c94784bab2 |
Fleet: actionable executions — rules engine + metrics-aware placement (Phase 2)
Turn the Beszel-tapped metrics into a self-managing loop. - migration node_rules (workspace/node-scoped: metric op threshold, for_seconds, action JSONB, last_fired). - cm-db: repo/node_rules.rs (CRUD + list_enabled); node_metrics::eval_all merges Beszel + heartbeat scalars per node + a headroom() heuristic; nodes::status_of; heartbeat now PRESERVES a `draining` status across heartbeats (so a cordon sticks). - cm-api: node_rules.rs evaluator (spawn_evaluator, 20s) — when a metric condition holds for the rule's window it fires drain / undrain / alert (in-memory sustained + cooldown tracking, modeled on the node sweeper); routes/beszel.rs rules CRUD (GET/POST/PATCH/DELETE /api/fleet/rules); spawned in clawmates-server. - cm-runtime: placement_node() is metrics-aware — a `draining` node stops receiving new agent sandboxes (falls back to local), so the drain rule is actionable. - frontend: FleetRules section in the Local view — build rules (node · metric · op · threshold · duration → action), toggle/delete, with fired-history. The loop: hot/overloaded node → rule drains it → placement avoids it → recovers → undrain rule brings it back. Deployed; node_rules migration applied. Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]> |
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36a227566b |
Fleet: Beszel hub integration — rich per-node metrics + per-node monitor (Phase 1)
Tap each node's Beszel metrics (GPU/temps/disk-IO/network/per-container — beyond
our basic heartbeat) by reading the workspace's Beszel hub. The agents run in
WS-only mode with no locally-readable socket, so (per the de-risk) the server taps
the hub's PocketBase API instead of the daemon reading agents — no daemon changes.
- migrations: workspace_beszel (BYO hub URL + login, server-side only, mirrors the
Tailscale BYO pattern) + node_metrics (latest scalar columns + JSONB blob).
- cm-db: repo/fleet_beszel.rs, repo/node_metrics.rs; nodes SELECT joins node_metrics
(gpu_pct/temp_max surfaced on node_json for the live cards).
- cm-api: beszel.rs client (auth-with-password, poll `systems`, map to nodes by
hostname, upsert metrics) + a 15s spawn_poller; routes/beszel.rs (connect/status/
disconnect + GET /api/nodes/{id}/metrics with history proxied live from the hub).
- frontend: HostCard gains a GPU/temp readout + a Monitor button; NodeMonitor is a
full-width per-node page (current panel + CPU/mem/GPU/temp/net/disk charts from the
hub's 1m history); a "Beszel monitoring" connect form in the Local view.
Reachability confirmed: gw-04 → the hub over the tailnet (100.123.224.84:8090). Needs
the user to connect their hub login to activate the poller.
Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]>
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94828ed887 |
Fleet: robust real-time connectivity + mosh-inspired reconnecting terminal
Nodes flapped online/offline and the terminal died on the first blip. WebSockets are the right transport (outbound, NAT-friendly); the fixes harden around it. Server (cm-api): - Anti-clobber connection epoch: a reconnecting daemon gets a fresh epoch; a stale run_channel's teardown only clears the hub + sets offline if it still owns the slot — so a lingering old channel can't flip a live reconnection offline (the main false-offline cause). - WS keepalive: run_channel now pings every 15s and tears down if no inbound frame (incl. pong) for 35s — dead links detected in seconds, not minutes. - Staleness sweeper backstop: spawn_node_sweeper (8s tick / 20s window) wired in clawmates-server, so a vanished node goes offline within ~28s even if its channel hangs (mark_stale_offline was defined but never called). Daemon (clawmates-node v0.3.0): - Heartbeats off the select thread (dedicated thread owns System + blocking docker/tailscale/disk CLIs) so a slow op never starves heartbeats/pongs. - Each handle_frame runs on its own task; added a 40s inbound idle deadline so a half-open socket triggers a reconnect. Frontend: - useNodes streams /api/nodes/live (SSE push) instead of a 3s poll; isLive() derives online from lastSeen freshness (<15s) so a transient column flip never shows a healthy node down. - Node terminal: clean auto-reconnect loop (re-mint ticket -> reconnect -> tmux re-attaches and redraws the live screen = mosh-style snap-to-state over TCP), replacing the [disconnected] dead-end. Mosh evaluated: harvest principles (session/transport decoupling, snap-to-state, already given by tmux), don't adopt — UDP is incompatible with our browser+CF+NAT topology and it's GPLv3. Removed temporary terminal debug traces + /api/debug route. Verified: node holds steadily online (heartbeat 1-3s, no flap) and goes cleanly offline when the daemon stops. Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]> |
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fb59378aa2 |
Fleet P2b: run agent sandboxes on connected nodes (RemoteDriver + placement)
Agents can now provision their sandbox on a connected fleet node instead of the gateway host. Local stays the strict default, so existing agents are byte-for- byte unaffected until explicitly placed elsewhere. Security parity: the daemon links the REAL cm-sandbox DockerDriver and runs the typed container ops (sb_provision/sb_exec/sb_destroy/sb_health/sb_list) through it — identical hardening (cap-drop ALL, seccomp, no-net, read-only, non-root) to local sandboxes. cm-sandbox spec types are now Serialize/Deserialize so the spec crosses the channel. - cm-api: RemoteDriver (impl SandboxDriver over the node channel) + HubDriverProvider (impl cm_runtime::NodeDriverProvider, hands out a driver only for connected nodes via a sync online set) + NodeHub.call/is_connected. AppState.with_node_hub so the hub is shared with the placement provider. - cm-runtime SandboxManager: driver_for(node_id) routes by the recorded agent_containers.node_id (local default = existing driver, identical path); placement_node() reads the workspace setting and falls back to local if the node is offline; exec/release route accordingly. NodeDriverProvider trait. - DB: 0020_workspace_placement + repo (for_agent/get/set/clear). - main.rs: build the NodeHub first; inject HubDriverProvider into the agent manager + share the hub with AppState. - API+UI: GET/PUT /api/fleet/placement + a "Run agents on: Local / <node>" selector in the Fleet overview. Note: a node must be able to pull the agent image (the daemon docker-pulls it); interactive PTY for agent containers on remote nodes is not wired (Terminal app stays local) — the in-dashboard node shell already covers host access. Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]> |
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e9ce368ec1 |
Scaling Phase 1: multi-tenant onboarding + replica-safe coordination
Decouples "many users" + "many server replicas" from "many machines" so the platform is tenant-isolated and horizontally safe on the current single node. - Per-signup workspaces (cm-auth): a new hosted-identity sign-in provisions and owns its own workspace instead of joining the first. Config-gated by auth.per_signup_workspace (default off); concurrent first-logins serialized by a per-subject advisory lock so no duplicate workspaces. - Terminal tickets in Postgres (migration 0016, hashed, single-use): any replica can redeem a ticket minted by another. Drops the in-process ticket map. - Container registry in Postgres (migration 0017, agent_containers): Terminal and Sandbox managers resolve an agent's container through a shared registry, so a 2nd replica reuses it instead of spawning a duplicate. node_id recorded as 'local' (Phase 2 hook). Boot reconcile removes only true orphans, so terminals now survive a redeploy (tmux sessions resume). - Per-workspace quotas (cm-api/quota.rs): plan-tier caps on agents + live containers, enforced at agent create + terminal spin-up (reconnects allowed), returned as HTTP 402. New GET /api/quota surfaces usage vs limits. Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]> |
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e61724ff82 |
Agent computer: terminal (tmux + drives + tabs), Obsidian vault, UI polish
Terminal app (xterm ⇄ WebSocket ⇄ per-agent themed container):
- zsh + oh-my-zsh + powerlevel10k image (agent-terminal), runs as uid 65532 to
share read-write ownership of the file-drive volume with the server.
- Interactive PTY in cm-sandbox (bollard exec tty/attach + resize) + a
TerminalManager; ticket-authed WS bridge routed straight to the backend via a
Traefik PathRegexp(/ws) rule. MOTD greets the user by name.
- tmux resumable sessions; multi-tab (one tmux session per tab, same container),
drag-to-reorder, rename, and a Save that persists named tabs to the server
(terminal_tabs, migration 0014) so they survive logout / a new device.
- Files drives mounted per-agent (subpath) at ~/drives/{documents,received,
shared}; a reconciler keeps the Files app's index in sync with terminal writes.
Storage moved to a shared `filedata` volume (CLAWMATES_STORAGE__DATA_DIR).
Obsidian vault (a markdown "second brain" per agent):
- New `vault` FileDrive (migration 0015) mounted into the terminal at ~/obsidian;
a file-content read route; a purple Obsidian tile + a vault viewer app.
Computer UI:
- Draggable computer-panel width (min = phone preset) keeping the size presets.
- Green Terminal glyph, "Claw Chat" → "Chat", colored gradient-outline app icons.
- Agent page: avatar↔activity-grid spacing + larger, uniform section fonts with
colored section-tinted tag chips.
Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]>
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34f744734b |
Large World graph, agent platform, brain stack & dashboard rebuild
Frontend - Large World: collapse org/company/team tiers into one expandable React Flow hierarchy (WorldFlow) with per-click expand, persisted node positions, a compact tree sidebar, wrench multi-select delete across levels, and a sized right slide-out (phone/tablet/full) showing an agent summary + drill button. - Agent page: GitHub-style animated contribution grid (VitalsCard), collapsible System Prompt + Personality cards, restructured anatomy cards, bigger avatar with name/title header row, Markdown/JSON-aware rendering, brain registry + history, avatar generate/upload. - User-icon menu (Infrastructure/Brains/Tools/Profile/Credits) + ToolPanel; Master Planner deploy wizard (Specialists/Swarm/Scheduled/Triggered); Team Runs view; reap-progress modal; dashboard is the single live interface. Backend - cm-brain crate (.brain as the agent definition) + brain apply/history. - Hard-purge reap (FK-ordered) + sandbox release + SSE batch-delete. - Swarm self-verifying loop, mode-aware planner, web.search tool, webhooks (migration 0013), org/company/team delete endpoints, scheduler sweeps. Co-Authored-By: Claude Opus 4.8 (1M context) <[email protected]> |
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148705769f |
Reaping: sandbox orphan reaper + DB expiry/retention sweeper + volume-init retry
Closes the cleanup gaps found in review (latent today; bites under load/crashes).
Sandbox containers (cm-sandbox / cm-runtime):
- label every sandbox `clawmates.sandbox={agent|browser}` at create
- SandboxDriver::list_managed(kind) (Docker label filter + K8s label selector)
- SandboxManager::reconcile_orphans(ttl) + spawn_reaper: removes engine
containers no live handle owns (ZERO = all)
- boot reconciliation (every pre-existing sandbox is an orphan from a dead
process) + periodic reaper (5m interval / 10m TTL)
- SIGTERM graceful drain: serve().with_graceful_shutdown → shutdown() both
managers so a redeploy can't leak; destroy errors now logged not swallowed
DB expiry/retention (cm-db cleanup.rs + cm-api cleanup_sweeper, hourly):
- expire auth_sessions + oauth_states past expires_at (security)
- prune sent outbox(7d), run_events(14d), routine_runs(30d), terminal
topology_runs(90d), consumed execution_grants(7d)
Compose: volume-init restart "no" → on-failure:5 (retry instead of wedging boot).
Co-Authored-By: Claude Opus 4.8 <[email protected]>
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e8486ee57c |
Door delivery: outbox drainer + SMTP transport (inert until configured)
The §15 door's email_send queues to `outbox` but nothing delivered it. Add a real transport: cm-db outbox repo (list_queued/mark_sent/mark_failed) + a cm-runtime drainer — an EmailSender trait (testable), a lettre STARTTLS LettreSender, drain_once (queued -> sent/failed), and spawn_drainer wired into the server beside the scheduler/sweeper/topology-worker. Config-gated: inert (logs "outbox delivery DISABLED") until CLAWMATES_SMTP_* is set, so it ships safely before credentials exist. The agent never holds the SMTP credential — it only writes to outbox through the gated door; the server owns the transport. NOTE: live delivery is still credential-blocked — Migadu's API can't send (SMTP-only) and the admin token is invalid; no SMTP creds exist. The transport is built + tested (drain_marks_sent_and_failed via a mock sender); set CLAWMATES_SMTP_* to go live with zero further code. clippy clean. Co-Authored-By: Claude Opus 4.8 <[email protected]> |
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6e87433c66 |
Close gaps: GLM-judge (anthropic registry) + run cancel + deep-link
#2 GLM judge (closes #114): registry NamedProvider gains a `format` field; build_provider_registry builds an AnthropicProvider for format="anthropic". GLM's coding/OpenAI endpoint is ToS-throttled for raw SDK, but its Anthropic endpoint (api.z.ai/api/anthropic) accepts raw API calls (verified x-api-key -> glm-4.7), so CLAWMATES_JUDGE_MODEL=glm:glm-4.7 routes the door governor / topology judge through GLM with no runtime-routing. (Kimi-as-judge still needs a Platform key — coding key is agent-only.) #3 run-control: POST /api/topology-runs/{id}/cancel (workspace-scoped, queued/running only); the worker honors it at the step boundary (checks current_status in the checkpoint callback) and won't clobber a cancel with `failed`. Frontend Run tab gains a Cancel button and clickable recent runs that deep-link into a live/replayed stream (SSE replays from checkpoint). cm-* tests (incl. new cancel test) + clippy + frontend lint/typecheck green. Co-Authored-By: Claude Opus 4.8 <[email protected]> |
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272669e1f5 |
Durable topology jobs (3+4/4): background worker + async run API
POST /api/topologies/run now ENQUEUES a durable job and returns 202
{run_id, status:queued} instead of executing inside the HTTP request — the
prerequisite for long-horizon runs (no client/proxy/LB timeout, survives
restarts).
topology_worker: a spawned loop that requeues stale running jobs, claims the
next queued one (CAS via FOR UPDATE SKIP LOCKED), drives it through
execute_resumable, and checkpoints RunProgress after every step; on crash the
stale sweep requeues it and the next claim resumes from the last checkpoint.
Wired into server startup beside the scheduler + resume sweeper.
GET /api/topology-runs/{id} now reports lifecycle status/kind/error/checkpoint
+ the result blob (kept the `comparison` field name for back-compat with the
compare UI; null until completed). list_runs includes status + kind.
Tests: durable lifecycle (enqueue→claim→checkpoint→complete) + stale-requeue
resume, both green; p0 endpoints (compare path) unchanged. 13 + 2 tests pass,
clippy clean.
Co-Authored-By: Claude Opus 4.8 <[email protected]>
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2ec8832ef6 |
llm: named-provider registry — judges & topology nodes on GLM/Kimi
Adds a multi-provider registry so judges and topology execution can run on
providers beyond the default. cm-config gains [[llm.providers]] (name, base_url,
api_key_env) — all OpenAI-compatible (GLM, Kimi/Moonshot). The server builds an
Arc<dyn LlmProvider> per entry (OpenAiCompatProvider) keyed by name; a missing
key is skipped with a warning, not a boot failure. cm-runtime RuntimeConfig
carries a ProviderRegistry; Runtime::resolve_provider("<name>:<model>") selects a
registry provider (else the default). The door governor (Runtime::judge) and the
topology compare endpoint both resolve through it, so CLAWMATES_JUDGE_MODEL and
CLAWMATES_TOPOLOGY_EXEC_MODEL accept "glm:glm-4.6" / "kimi:kimi-k2".
Co-Authored-By: Claude Opus 4.8 <[email protected]>
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f3f08a8edd |
R4 backend: team org-chart + leaderboard, Stripe credits, workspace apps
- GET /api/team/orgchart — each member grouped with the claws they manage (agents.managed_by); GET /api/team/leaderboard — every claw ranked by its real usage_events rollup (credits/tokens/runs, zeros included). Both tested against real Postgres. - Stripe Buy-credits (the Slack/Clerk integration pattern): [billing] config (stripe keys + price + webhook secret + credits_per_pack); POST /api/credits/checkout opens a real Checkout Session; POST /api/billing/stripe verifies Stripe's t=,v1= HMAC (constant-time) and grants one credit lot, idempotent on the session id; GET /api/billing/config gates the button (honest degradation when unset). Offline tests: signed grant + replay no-double-grant + forged-sig 400 + config flag. Live checkout creation deferred to a CM_LIVE_STRIPE test. - /apps global page support: clawId now optional on connect + directory; absent => workspace-wide connection (app_connections.agent_id NULL) via new connections::list_for_workspace. - ApiError gains a From<sqlx::Error> so inline queries use ? cleanly. cm-api 10 test files incl. team_tabs (2) + stripe_billing (3); clippy clean. Co-Authored-By: Claude Fable 5 <[email protected]> |
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447f7039d8 |
Compose: production README, env knobs, first-owner bootstrap — deployed & live
Made the Docker Compose route turn-key for a real self-host, then stood the whole stack up and drove a live chat through it. - First-owner bootstrap (cm-auth::bootstrap_owner): a fresh local-auth install has no users and no signup route, so the initial Owner + workspace are provisioned ONCE from CLAWMATES_BOOTSTRAP_* env on first boot — idempotent, never clobbers an existing install (keys on 'any workspace exists'). Two real-Postgres tests (creates + signs in; second call is a no-op). Wired into server boot, guarded on a non-empty password - deploy/compose/README.md: full production bring-up — services, the security topology, every config knob, Anthropic vs local-LLM, the broker-key backup, ops, and TLS/SSE proxy notes - .env.example fleshed out (bootstrap, LLM, auth mode, OTLP); compose uses optional env_file so only the knobs you set are injected (unset options never override clawmates.toml with empty strings) - volume-init one-shot chowns the broker's named volumes so the non-root scratch broker can write its socket + generated master key Deployed locally and verified end to end: all 5 containers healthy, broker generated its key, server bootstrapped owner@…, login + /api/user/me work, and a real message streamed a live Anthropic response through the gateway. Captured screenshots of login, workspace home, chat, and the Computer panel. 166 Rust tests (+2 bootstrap). Co-Authored-By: Claude Fable 5 <[email protected]> |
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add4f79fed |
Rebrand: TeamClaw -> Clawmates (clawmates.work)
Full-depth rename per the approved plan; the 'claw' product vocabulary (claws, /claws routes, clawId, Claw Chat) stays — it is now the brand. - Display brand: Clawmates (manifest, titles, hero, login/rail logo 'clawmates'); default host app.clawmates.work; registry ghcr.io/clawmates - Crates tc-* -> cm-* (16 crates + all imports); binaries clawmates-server/broker/bundler; images clawmates/*; env prefix CLAWMATES_* (+ CM_TEST_DATABASE_URL / CM_LIVE_LLM); config clawmates.toml; helm chart deploy/helm/clawmates with clawmates-* resources; db names clawmates*; sockets /run/clawmates; cookie cm_session; kind cluster clawmates-test; seccomp node profile clawmates-agent-profile.json - All 9 Playwright brand assertions updated in lockstep; historical spec document left untouched as the only remaining 'TeamClaw' - Local env migrated: dev pg clawmates-dev-pg/clawmates_dev, shared test server clawmates-test-pg, kind cluster recreated with image + profile, compose images rebuilt under clawmates/* Verified end to end: 161 Rust + 68 frontend tests, 29 Playwright journeys, 4 live kind tests, helm/install/LOC/placeholder gates, and the clean-room install rehearsal serving the clawmates login page from a signed bundle of the rebuilt images. Co-Authored-By: Claude Fable 5 <[email protected]> |