zeroshot
covibes/zeroshot/AGENTS.md
UPDATE THIS FILE when making architectural changes, adding patterns, or changing conventions. Operational guidance for automated agents working on this repository. Install the canonical command with npm i -g @the-open-engine-company/zeroshot or build zeroshot with Cargo. - Never run zeroshot run unless the user explicitly asks to start a run. - Never use git commands inside validator prompts; validators inspect files and observable outputs. - Agents are non-interactive. Make autonomous, scoped decisions rather than asking runtime questions. - Never edit CLAUDE.md…
- Reads credentials
- Installs packages
- Commits and pushes
What's in it
- Zeroshot v8
- Critical rules
- Product and release identity
- Runtime invariants
- CLI and target contracts
- Where to look
- Shared workspace UI
- Development conventions
- Validation
- Release convention
UPDATE THIS FILE when making architectural changes, adding patterns, or changing conventions.
# Zeroshot v8
Operational guidance for automated agents working on this repository. Install the canonical command
with `npm i -g @the-open-engine-company/zeroshot` or build `zeroshot` with Cargo.
## Critical rules
- Never run `zeroshot run` unless the user explicitly asks to start a run.
- Never use git commands inside validator prompts; validators inspect files and observable outputs.
- Agents are non-interactive. Make autonomous, scoped decisions rather than asking runtime questions.
- Never edit `CLAUDE.md` unless the user explicitly requests it.
- `main` is the only development and release trunk. Normal PRs target `main`.
- Pull request titles are Conventional Commit headers because squash merge makes the title the
released commit.
- Pull request descriptions keep a nonempty `## Summary` with the user-facing change. Release notes
come from that summary in the immutable squash commit, not from mutable GitHub metadata.
- Worker git operations are allowed only inside an isolated worktree/container or explicit PR/ship
delivery flow.
- Do not recreate the retired Node.js product, its commands, configuration, state, release workflow,
package exports, compatibility aliases, migration, or dual publication identities.
## Product and release identity
- The Rust crate in `zeroshot/` is the canonical product and owns the `zeroshot` CLI.
- Node.js is used for repository tooling, the npm binary delivery package, and building the static
profile UI. The UI is served by Rust and never needs a production Node server.
- Canonical releases are explicit `vX.Y.Z` tags with major version 8 or newer.
- The npm package is `@the-open-engine-company/zeroshot`.
- That package owns one canonical skill and installs managed copies for Codex, GitHub Copilot, and
Claude Code at their user scopes. Do not fork the skill by host.
- The target image is `ghcr.io/the-open-engine/zeroshot-target`.
- The Python distribution is `the-open-engine-zeroshot`; its import package remains `zeroshot`.
- Python SDK tags are `zeroshot-python-vZEROSHOT_SDK` and package versions are
`ZEROSHOT.postSDK`. Canonical releases publish SDK revision `1`; later SDK revisions may release
independently from an exact `main` commit descended from the canonical tag.
- Canonical releases always publish revision `1` wheels to an immutable GitHub Release.
`publish_pypi` defaults to `true`; operators may set it to `false` only when PyPI trusted
publishing is known to be unavailable, then recover the same revision from the same source later.
- Checked-in Cargo/npm versions are development placeholders. Tags, registry metadata, and GitHub
Releases are authoritative. Never commit a staged release version to `main`.
- `zeroshot update` resolves the newest canonical GitHub Release, verifies the declared host archive
and canonical `zeroshot-skill.md` asset through that release's `SHA256SUMS`, smoke-checks the
staged executable, and replaces the running executable in place without privilege escalation. It
installs or refreshes only unchanged managed skill copies and preserves conflicts.
Development-placeholder builds refuse self-update.
- Release recovery may complete missing outputs only when existing immutable artifacts match the
exact version and source commit.
## Runtime invariants
- Protocol Rust types are the source of truth. Generated files under
`protocol/openengine-cluster/v1/` must be regenerated through the Rust testkit, not hand-edited.
- Initial input remains caller-owned and is validated unchanged. A root group may add required
state fields only when their payload types have deterministic implicit empty values; verification
proves this and reduction materializes missing null, string, and recursively empty record values.
- Map reduction collects a promoted field only when every item wrote it in that item scope. A worker
error leaves an incomplete collection unchanged while its controls remain available to authored
guards; never substitute inherited arrays, null placeholders, or shorter partial collections.
- Each full-v1 loop round starts with fresh error, signal, group, and output-channel facts for its
body at that map scope. Caller state persists across rounds; internal visit markers persist for
durable replay. Final-round facts replace older facts when the loop returns to its parent.
- Model identifiers are opaque provider-owned strings. Do not infer a harness from a provider/model,
maintain runtime model catalogs, or validate provider availability. Admission may reject only known
incompatible harness/provider pairs.
- Full-v1 loops may declare `maxIterationsInput` as an integer path in the initial input.
Reusable profiles verify the authored default `maxIterations`; native-v2 run admission binds a
present positive safe integer from caller input and re-verifies the concrete graph. An absent
value retains the default. The generic execution and loop-entry budgets remain authoritative.
- Runtime selection requires caller-authored `harness`, `provider`, and `model` values.
- The `gateway` provider resolves `GATEWAY_BASE_URL` and `GATEWAY_API_KEY` through named
connections. Codex uses Responses with bearer authentication; Claude uses Messages with
`x-api-key`. Preserve caller-owned base paths and model identifiers without protocol detection.
- Local Codex `openai` runs inherit the user's configured model provider and transport, including
OpenAI-compatible proxies. Preserve declared `OPENAI_API_KEY` for custom provider authentication
while supplying the native `CODEX_API_KEY` alias. Hosted runs and explicit OpenRouter/Bedrock/gateway
selections retain adapter-owned provider setup.
- Local runs preserve shell endpoint settings, Claude configuration directories and permission controls;
declared connection values take precedence. Hosted adapters do not inherit ambient settings.
Endpoint and Claude control variables in declared connections are passed to the harness; active
transport selectors cannot contradict an explicitly selected OpenRouter, Bedrock, or gateway lane.
- Provider access defaults are materialized from the authored runtime at the execution-placement
boundary. Omitted connections remain omitted in author-owned local profiles. Local Codex/OpenAI,
Claude/Anthropic, and Copilot/GitHub lanes reuse native login state without inventing a
connection requirement; contained placements and non-native lanes add only their canonical
missing requirements. Explicit
compatible authored fields always win. Remote profiles materialize contained requirements before
storage, and the effective runtime drives the existing connection resolver and recovery contracts.
The local CLI captures the invoking shell in its private one-shot bootstrap, consumes and deletes
that file before controller effects, and keeps the detached controller's OS environment minimal.
A later local CLI startup scavenges orphaned bootstrap files after the bounded controller handoff
window without removing other run state.
The in-memory snapshot supplies bounded native-context forwarding and Codex config-referenced
provider variables; provider children still start from an empty environment. Snapshot values
never enter profiles, ledgers, observation, or hosted adapters. Relative harness home overrides
are resolved in the invoking process before detachment.
- Codex inherits harness settings for web search and sandbox network access. Runtime arguments
select the admitted model, optional effort, and response contract; they must not override unrelated
user preferences. Hosted workers and verifiers always use the harness's maximum approval/sandbox
bypass inside their disposable capsule and do not query native permission policy. Local workers and
verifiers use bypass only when the native configuration query proves no authored policy; configured
or unavailable policy keeps native behavior. Explicit cached Codex web search also prevents local
bypass because native full access can promote cached search to live. Configuration probes have a
separate ten-second/4 MiB budget, never send a
model prompt, suppress Claude hooks/auth helpers, and require confirmed process cleanup before the
model turn. They do not rewrite settings files; normal native startup state may still be updated.
Verifier nodes use the same permission handling as workers across all harnesses. The shared prompt
renderer tells workers to use repository-declared setup, await terminal command status, and keep
standalone executable tools in the run's `ZEROSHOT_TOOLS/bin` when provided. All workers and
verifiers share the prepared workspace and can write files. Review instructions prohibit repairs
and warn that other nodes may execute concurrently; this is an instructional boundary. Missing
dependencies are reported with environment evidence rather than unrelated code repair requests.
Shared inspection owns bounded JSONL exchange and process cleanup. Each harness owns its native
policy parser and `apply_permission_default` entry point; `PermissionPolicy` distinguishes unset,
configured, and unavailable inspection results. Codex browser/computer access controls and explicit
approval-review features count as authored policy.
- The local target registry initializes `cloud` at `https://api.cloud.zeroshot.sh` with a persistent hosted device identity.
- Named targets store only endpoint, access mode, and login identity. Named runs resolve repository, branch, exact remote revision, and worktree dirtiness client-side from the invoking Git worktree plus per-run overrides; target records never bind repositories.
- Hosted HTTP authority clones share one bounded in-memory OAuth access-token slot across all
hosted operations, including merge-plan discovery routes. Reuse requires the same target, login,
OAuth endpoints/client, and audience with more than thirty seconds of token lifetime remaining.
Cache misses and login serialize under the shared cache lock before the cross-process refresh-family
lock; tokens enter the cache only after session verification and rotated refresh-token persistence.
Login clears the slot before attempting authentication. HTTP authentication rejection invalidates
only the exact cached issuance, never a newer concurrent token; only merge plans retain their
existing one-retry policy. Access tokens remain memory-only, and transport grant expiry continues
to use durable observation reconnect/cursors without extending any lifetime.
- Direct-target submissions keep a separate secret-free local authorization for each run's connection field requirements. Resume must match target-reported requirements to that original authorization before reading the caller environment, constrain outgoing values to those fields, carry the authorization to the successor, and revoke it after workspace discard.
- Portable worker bindings resolve through the generic `WorkerRegistry` boundary. External binding
protocol, version, and profile values are bounded opaque strings; the protocol crate must not
keep an external binding catalog. `openengine.worker.builtin/v1` is reserved for native
in-process workers. No portable external binding currently ships; do not reintroduce retired
worker profiles.
- Structured-output correction runs in the same provider session under the node's existing
execution policy; local response validation remains authoritative.
- Provider continuation is bounded: Claude continues once after `system/api_retry`; Codex continues
once after a terminal execution error. Both send literal `Continue` in the same session when one
exists. Structured output receives at most two correction turns before `malformed`.
- Copilot uses the pinned CLI's headless JSON-RPC protocol 3, with provider `github` and
caller-owned model IDs. Structured output and corrections share one session; node-instance
revisits resume from the current user's `COPILOT_HOME` locally and a private home when contained.
Local runs reuse stored Copilot login, host/auth endpoint settings, and supported custom-provider
environment. Static custom-provider configuration and ambient or declared GitHub tokens cross
private RPC only, never process/tool environments. Legacy command-backed keys cross the singular
private provider contract so the pinned CLI refreshes them for each provider request. Local
`providers.json` or `COPILOT_PROVIDERS_CONFIG` registries are read with size and entry bounds and
transferred through protocol 3 because headless sessions do not import the path themselves; a
selected registry provider with `apiKeyCommand` is translated to the working singular contract.
Its helper receives eligible invoking-shell fields privately; runtime, authentication, provider,
and parent-process loader controls are excluded, while every forwarded field is passed to
Copilot's `--secret-env-vars`. This preserves per-request refresh without exposing those fields to
shell or MCP tool environments. This matches native local Copilot's same-user trust boundary;
secret-env filtering is not an OS identity boundary against adversarial same-UID process inspection.
A nonempty registry takes precedence over legacy provider variables. Declared tokens suppress all
ambient provider and offline controls. Declared endpoints cannot inherit ambient credentials or
headers, and one declared credential form suppresses the other ambient forms. The admitted model
is supplied unchanged to the headless process and normally to its RPC session while provider
`modelId` capability and wire-model mappings remain intact. Translating a selected registry
command uses that registry entry's authored `modelId` for the singular RPC session; the admitted
`provider/id` remains the unchanged process-level registry selection. Contained runs require
`COPILOT_GITHUB_TOKEN`. Optional
`COPILOT_GITHUB_TOKEN_EXPIRES_AT` is Unix seconds;
expiring credentials use the runtime resolver callback, validate the configured GitHub host, and
must retain more than one hour. Present but empty or malformed declared credentials fail closed
instead of falling back to native login.
Copilot RPC bounds each message to 64 MiB and bounds pending requests and output queues.
- Provider JSONL readers do not cap cumulative output. They share only the 64 MiB unfinished-record
guard, accept a complete final record without a newline, ignore unknown future event types before
validating provider-owned fields, and continue draining after the first valid terminal event.
- Provider stdin and stdout are concurrent and bounded so large prompts and early output cannot
deadlock. Incomplete stdin is fatal, while parsed identity, usage, retry, and diagnostics survive
either I/O completion order.
- Durable provider events cross bounded async queues with backpressure. Cancellation preserves token
usage and event order; overflow is explicit and produces an incomplete marker rather than silent
loss.
- SQLite operations acquire the single connection asynchronously before running on a blocking
thread; cancelling a caller does not release an in-flight database operation's ownership.
- Live force-stop signals owned work before waiting for persistence. Local stop intent prevents
interrupted work from becoming a retryable crash. Cleanup and durable output still precede
final settlement. Confirmed runtime failure is observable before its persistence attempt;
a later durable terminal snapshot remains authoritative over the in-memory fallback.
- Failed local and direct-target runs retain an exclusively claimable workspace for a successor
attempt. Local recovery metadata lives beside each run ledger while the checkout remains
user-owned; direct targets retain only the candidate and Git metadata, dispose private runtime
state after confirmed process cleanup, quarantine retained trees under supervisor ownership, and
recursively transfer them to the successor's newly leased writer identity before admission. They
advertise `openengine.workspace-recovery/v1`. Local resume persists predecessor/successor
lineage before controller launch, uses a process-held file lock during admission, and reconciles
an interrupted launch before permitting another successor. Direct-target retained-workspace
handoff records both sides before moving the tree and reconciles incomplete handoffs at startup.
Direct-target status exposes the immutable admitted connection requirements so the CLI resolves
fresh resume values without consulting changed profiles. Recovery lineage also retains the root
attempt's delivery identity so every successor reuses the same delivery branch and pull request.
Successor composition explicitly authorizes a fresh delivery adapter to adopt that lineage-owned
branch; ordinary fresh adapters still reject unexplained existing run branches.
- `openengine.workspace-checkpoints/v1` adds `run/checkpoints` and selected checkpoint resume to
retained workspace recovery. Default resume starts a fresh graph on the latest retained workspace;
checkpoint resume restores a private input snapshot and settled prerequisite executions. Neither
imports old provider sessions, secrets, or token usage. Checkpoint IDs never become filesystem paths.
The reducer owns boundaries: an outer parallel or mapped group is one unit across all nested work
and dispatch waves. The supervisor captures only after all live executions and cleanup have settled;
read-only boundaries reuse bytes. Local/direct storage normalizes Git into a temporary private
filesystem stage, commits it to one deduplicated Restic repository per recovery lineage, and then
removes the full stage. Small catalogs atomically map logical checkpoint IDs to Restic snapshots;
versioned execution seeds live in separate files and are read only for selected continuation.
Restart restores the latest published snapshot without importing a seed. Restore staging is a
private sibling of the workspace so final replacement stays on one filesystem. Successful
lineages delete their catalogs and repository only after durable terminal success; failed lineages
retain both for resume. Disposable checkpoint staging cleanup is best effort after confirmed
runtime cleanup and before observer ledger access. Copied read-only directories are made writable
only inside private scratch; staging cleanup failure cannot block terminal truth or status.
Hosted failed runs likewise collect checkpoint staging as best effort after process cleanup;
retained recovery still requires runtime cleanup, workspace ownership transfer, and durable
recovery metadata. Force-stop and explicit discard retain authoritative lineage deletion.
Hosted factories advertise checkpoints only when they implement storage and restore. Snapshot
restore requires exclusive workspace ownership and preserves the checkout root and Git identity.
- Hosted workspace recovery advertises `resume`, `checkpoints`, and `discard_workspace` in the
separate `openengine.hosted-workspace-recovery/v1` outer discovery extension, leaving the strict
`zeroshot.hosted-runs/v1` route object unchanged for older clients. POST bodies and results match
the OECP `Run*Params`/`Run*Result` types. These authenticated Cloud routes remain available after
capsule disposal. Cloud resolves the admitted connection references freshly; hosted recovery does
not depend on local direct-target authorization or read local provider environment values.
`ProductionHostingConfig` can accept host-owned `HostedWorkspaceStorage`; the allocator invokes
it after source checkout and before provider dispatch, imports settled prerequisites, and
preserves supplied delivery lineage. Public clients never supply storage paths or execution seeds.
- Durable observation replay reads bounded ledger pages and retains its scan cursor across pages.
A finished snapshot closes a subscription only after replay reaches its durable cursor.
- Bulk replay uses the WebSocket client's opt-in subscription backpressure on a dedicated
connection; control requests and ordinary observers keep their independent connections.
- Safe-log timestamps are captured at the producer boundary as positive JavaScript-safe Unix epoch
milliseconds and remain unchanged across durable replay.
- Runner start reserves an execution and returns its handle before asynchronous provider startup.
Pending start waits are cancellable; accepted startup failures settle through the owned handle.
Cancellation drains output and provider cleanup before execution settlement. Run close reserves
and tombstones execution activity atomically; no late work may surface after close returns.
- Node deadlines are optional: omitted `timeoutMs` means completion or explicit cancellation.
Built-in graphs have no node deadlines, and provider adapters impose no separate turn timeout.
The supervisor records every node error in durable logs before settlement, including handled
failures and retries. Summaries preserve error code, typed refusal/malformed reason, elapsed time,
and returned error context; provider adapters redact credentials before returning details. Runtime failure,
runtime loss/restart reconciliation, and force-stop use the same completion/log transaction for
every active node. Failed runs also retain a run-wide error log, including before graph dispatch.
An actual node error remains logged if a parallel winner voids that execution; intentional
cancellation is not presented as a new crash. Unconfirmed cleanup preserves a bounded best-effort
error log without completing the still-active execution or masking the primary failure.
Detailed provider, validation, and delivery errors retain their useful explanation in ordinary
run logs. Adapters redact their known credentials before returning error details; the supervisor
preserves these through ordinary completion logs. Capsule transport retains details as an existing
output event before reducing the failure to its wire code; the existing bounded cancellation queue
retains errors during draining; capsule terminal metadata preserves bounded error records too. Retries, corrections, and typed delivery
outcomes log detail separately only when completion would lose it. Correction prompts stay out of
diagnostics. Public error formatting is bounded and control-safe without suppressing causes.
These public summaries stay separate from private operator diagnostics.
- A failed durable-output bridge cancels and drains its provider immediately. Fatal supervisor
errors and task panics publish their private primary diagnostic before recovery waits or stderr
writes, then close owned work and attempt runtime cleanup before durable failure. Recovery failures
publish a separate private diagnostic without replacing the primary cause. If persistence is
unavailable, the controller retains a minimal `runtime_failed` status at the
last observed durable cursor and records private operator diagnostics, including SQLite error codes.
This fallback creates no history events. Readable retained history drains normally; unavailable
history closes with `SOURCE_UNAVAILABLE`, never `done`. Compiler/runtime failure reasons
`unhandled`, `runtime_failed`, and `runtime_lost` are reserved against authored graph fail nodes.
- Native-v2 retries only a settled `crash` outcome when the executable has another authored
attempt. A provider session invalidated by that active execution becomes replaceable for the
authorized retry; passive session loss and run closure remain permanent, fail-closed loss.
- Hosted source checkout retries only its fresh platform-owned staging workspace, within one
allocation and one total deadline. Preserve the exact admitted revision before starting any
graph node; terminal Git details remain redacted and private operator diagnostics.
- Contained provider sessions clean up surviving descendants immediately after the main process exits,
before draining inherited output streams. Buffered output still drains under any explicit command
deadline and a ten-minute ceiling while observing cancellation; cleanup stays scoped to its session.
- Git delivery owns authenticated repository operations and observes the run PR and branch before
staging. It pushes the captured candidate SHA, preserves published ancestry and local work, and
recognizes confirmed remote success after a lost response. Authorized branch updates may advance
the unchanged candidate directly; other integrated remote changes return `repair_required` so the
authored graph decides what work follows. Agents receive local refs and conflicts without the
delivery credential. Closed PRs, identity changes and lost published ancestry stop delivery.
- Hosted delivery Git runs as the pinned workspace writer UID/GID, matching source checkout, so
fetched objects, commits, merges, and partial failures remain writable by subsequent repairs.
Admission excludes overlapping writers and requires their process cleanup before delivery;
all agents share the workspace identity. Delivery confirms its own supplementary-group helper cleanup
before success, repair, error, cancellation, or panic can release that identity; unconfirmed cleanup
is fatal. A caught delivery panic settles as a node crash after confirmed cleanup, without exposing
its payload. Allocation requires an idle writer domain before authenticated checkout and rechecks
it before deleting the workspace or releasing its identity lease; failed cleanup retains both.
Allocation retains cleanup authority before checkout starts, including through startup errors and
cancellation. Controllers confirm destruction before recording an allocation failure as terminal.
Local Git retains the caller identity.
- Before first publication, delivery captures and fetches the exact current target revision and
merges it while preserving candidate history and dirty work. Any changed candidate returns through
the authored repair/review loop before push. Delivery feedback distinguishes immutable
`sourceRevision` provenance from the captured `reviewBaseRevision`; verifiers and repairs preserve
upstream changes. Unconfirmed baselines after external branch updates are explicitly unavailable.
- Delivery retries recognized transport failures within the caller's polling and cancellation
policy, refreshing dynamic credentials once after authentication failure. Temporary credential
resolution retries with backoff; confirmed refusal and malformed responses stop. Initial
resolution belongs to each supervised execution, so it observes the authored deadline and does
not block parallel dispatch. Pending authorized head adoption survives repair.
- Git diagnostics retain bounded, credential-redacted command/status/stdout/stderr details;
unfamiliar failures use the existing optional `repair_required` signal. Only successful receipts
require complete remote identity. Live output splits large UTF-8 diagnostics into bounded records.
Delivery checks unresolved index entries before `git add --all` and completes resolved merges even
when their tree has no staged difference. Other unfinished Git operations return raw status for
repair before staging or reconciliation. Delivery does not inspect or filter user-installed tooling.
- GitHub delivery treats aggregate merge policy and required contexts as authority, waits through
merge queues/deferrals, and succeeds only after observing the exact merged result. Merge methods
must satisfy repository capabilities, base-ref branch protection, and every active applicable
ruleset returned by GitHub. Either branch-protection view can require linear history; neither
overrides a stricter restriction. Direct merge submission reads all rule pages with an independent
cursor; PR observation and queues do not require direct-method discovery. Incomplete rule reads and
empty method intersections stop merge submission with policy diagnostics. Merge queues choose their
own method. Merge commands retain contained process cleanup and use the GitHub API error boundary,
never Git repair; changed gates cannot mask a permanent rejection. Configured
branch-protection contexts remain pending until they appear on the exact PR head, preventing a
newly opened PR from looking ready before its required workflow registers. Missing or stale human
review may satisfy PR readiness when aggregate ref-update policy positively requires approval,
required checks have settled, and no observed conversation, linear-history, or signature blocker
remains. Deployment requirements do not block PR handoff. Missing review-policy evidence stays
pending, and this exception never grants merge authority. Outside merge
queues, branch freshness advances only through an authorized compare-and-swap response. A
reported conflict is routable only after the trusted lane fetches the exact current target and
leaves a verified nonempty Git merge conflict in the workspace; repair agents receive no GitHub
credential, and the trusted lane pins their repository-local commit identity to
`Zeroshot <delivery@zeroshot.invalid>` before handoff. Merge receipts preserve GitHub's
authoritative merged revision. When a required check fails, bounded repair diagnostics include
supporting failed checks and labelled raw job excerpts ending at the last GitHub error annotation.
Supporting checks never acquire merge authority, and unavailable or omitted logs are explicit.
Job-log reads opt into raw terminal sequences only inside bounded pipe capture, then remove
controls before feedback; older GitHub CLI versions retry without the unsupported opt-in flag.
- GitHub API permission, schema, and policy failures are delivery execution errors, never candidate
repair. Authentication rejection remains an explicit refusal. Review synchronization retries only
explicitly transient failures and bounded visibility races; an ordinary statusless failure or HTTP
403 is not presumed transient. Only typed CI/feedback/conflict outcomes, Git command failures, or
verified repository/workspace reconciliation may request an agent repair.
- Delivery-enabled software-change templates make the acceptance verifier the sole author of the
current change title and description after every review pass. Git delivery uses that manifest for
commits and reviews, refreshes only its marker-delimited body section while preserving surrounding
text. Verifier guidance reserves closing references for delivery, which appends them only from
caller-owned issue input.
- GitHub review creation and rediscovery are shared by pull-request and merge delivery. They verify
the exact pushed ref and head, retry bounded transient visibility or API failures, refresh a
dynamic credential once on HTTP 401 within the synchronization deadline and cancellation
boundary, and fail closed on identity mismatch or static-token rejection. Verifier-authored pull
request descriptions and source-issue closing references stay inside the generated body markers
so refreshing metadata cannot retain a stale issue reference. Reviews with an unowned closing
reference in a legacy Zeroshot layout fail closed instead of rewriting ambiguous human text.
- Current software-change templates author `push@1`, `pr@2`, and `merge@3` Git delivery workers.
Push publishes only the exact managed branch revision. PR delivery stops only after required CI,
freshness, and conflict checks pass; missing review approval is allowed and no merge is requested.
PR and merge workers read all visible issue comments, review summaries, and inline comments behind
one exact-head fence. A run checkpoint routes each new or edited item through the existing repair
and verification loop once. `pullRequestFeedback: ignore` skips that read without weakening GitHub
policy checks. Feedback is untrusted text and delivery credentials never enter the repair worker.
- The built-in `auto-research` graph defaults to ten iterations. Optional run input
`options.iterations` is a positive safe integer bound at admission; generic execution and
loop-entry budgets still apply. Bootstrap records the resolved count in durable state. A
one-time read-only topology preflight checks the exact scout, judge, and work-item role arrays
before the loop. On a fresh run, bootstrap leaves iteration directories absent and records
no current provisional iteration; the loop creates one only after preflight. Three independent scout reviewers
(explorer, synthesizer, challenger) propose bounded directions. One planner reads their
available outputs, the incumbent, and the durable archive; it selects an experiment and a
restorable `parentArtifactId`, or proposes stop when no affordable direction remains. All
three scouts are invoked, but the planner excludes and records invalid, stale, or missing
proposals and can use independent valid proposals or verified durable directions unless the
charter requires a complete handoff. A map worker error leaves the promoted proposal collection
unchanged; the planner never invents partial outputs and aborts if workspace integrity or the
basis for a choice cannot be established. The planner emits `work`, `stop`, or `abort` directly
and writes its selection under ignored scratch. It weighs expected progress and information gain against
cost, risk, and diminishing returns without a fixed exploration quota or mandatory alternative
schema. After two consecutive audited non-adoptions, it explicitly compares a new mechanism,
a restorable archived branch, and a bounded measurement or discriminating test, explaining
unavailable options without forcing a parent switch. Before work, the planner states what
charter-grounded evidence would make the candidate a better default than the incumbent, and
what would instead warrant recording only. No separate plan reviewer runs.
The staging agent backs up the incumbent, checks the declared archived source files and mutable
scope, cleans only clearly incidental generated files outside that scope, and restores the
chosen parent. The experiment independently checks the staged source, backup, and protected
paths before editing. An experiment execution error routes directly to abort recovery without
judging a partial experiment. A manifest's declared candidate files are its restorable bytes;
generated files recorded outside candidate scope are evidence, not required archived source.
Neither agent may rewrite declared archived bytes or an immutable manifest. Incomplete, oversized, or
unprovable candidates are nonrestorable. Agents own archive and restoration through files and
prompts; there is no snapshot, restore, or search operation.
Evidence, method, and progress judges independently return `adopt`, `record_only`, or
`abort`. The progress judge compares candidate and incumbent as the next default under
the task charter, weighing relevant benefit, coverage, costs, regressions, and confidence;
valid findings can be archived without replacing the incumbent. Graph guards route any
abort, unanimous adoption, and the remaining record-only
consensus to separate finalizers. Record-only may archive a viable candidate before restoring
the incumbent; abort restores it without promoting invalid evidence; adopt retains the reviewed
candidate and may archive the displaced incumbent. Finalizers preserve available scout
outputs, missing or excluded slots, and considered alternatives in the current proposal record;
backlog indexes actionable
unresolved leads without duplicating every scout. Before returning, finalizers resolve newly
written evidence paths and JSON fragments against the ledger after scratch cleanup. Summaries
describe finalized work without asserting a provisional audit outcome; each iteration's
`audit.json` alone determines audit status. A stop proposal creates an experiment-free
record but does not itself terminate the campaign.
After every iteration path, one disposition auditor recomputes the verdict and checks the
ledger, archive, hashes, and retained or restored filesystem. It emits `continue`, `stop`,
or `rejected` and challenges a proposed stop against affordable alternatives. A valid
decision appends `audit.json`. On rejection, it writes actionable feedback to ignored
scratch. One conditional repair agent may correct bookkeeping and provenance in the current
unaudited iteration, mutable state, backlog, and incidental generated files, then an
independent auditor rechecks once. Measurements, experiment observations, planner selection,
previously audited records, declared archive bytes and manifests, judge verdicts, and
graph-selected dispositions cannot be rewritten. The auditor requires a fresh unaudited directory
at the expected iteration number, all five records, and independently proven retained or restored
bytes; it never accepts an older audit or partial files. A settled recorder or recovery worker
error alone does not invalidate complete durable work. Incomplete evidence, a second rejection,
unprovable retained state, or an auditor execution error stops the run before another iteration
or checkpoint. File-writing auditors have one execution attempt so a crash after appending
`audit.json` cannot retry against its own output. A fresh graph on retained files rejects any
unaudited iteration or unfinished draft before scouting; a selected checkpoint before that work
or audit resumes the original graph unit. A valid `continue` advances the bounded loop; a valid
`stop` ends it after optional delivery.
The charter separates non-negotiable invariants from optional progress measures. A verified
repair of a known invariant violation takes priority over optional optimization thresholds.
Mutable state and summaries identify the retained workspace and invariant status separately
from the best supported historical findings. Ignored scratch holds reversible backups and
drafts. Agent workers never use Git. The template supports no delivery or `push@1`; for
push, a read-only manifest worker derives checkpoint metadata from the audited ledger and one
graph-owned delivery node is revisited after every iteration. Delivery cannot overlap a writer.
A checkpoint manifest failure, delivery error, or repair request stops the run; checkpoint
delivery never invokes an unreviewed writer repair.
- Target images apply current Debian Trixie package updates and install a checksum-verified upstream
GitHub CLI. Image tests exercise GraphQL pagination with the installed CLI before publication.
They ship one Rust toolchain baseline plus Node.js, Python and shared native build tools. They expose
Rust through the fixed runtime PATH without a shared writable Cargo cache;
explicit user toolchain settings and installations take precedence. Runtime toolchain smoke
tests compile native fixtures as an isolated user with a read-only root and fresh home.
- Native-v2 admits concurrent writers in parallel branches and map items. Writers share the run's
workspace owner identity; hosted session cleanup tracks an immutable supplementary group marker
per session. Authored graphs coordinate overlapping edits. Admission rejects Git delivery that
can overlap another agent or delivery, including verifiers. Every executable node participates
in workspace checkpoint and final delivery accounting.
A delivery receipt certifies success only if every other writer settled before delivery started.
Unconfirmed process cleanup is a fatal runtime failure, including after cancellation; it cannot
be reduced to a retryable node crash or an authored parallel-join void.
Retained workspace handoff commits when the source workspace moves to its successor. A later
allocation failure preserves that successor for recovery; unconfirmed cleanup keeps its durable
run nonterminal until replacement-controller reconciliation confirms cleanup.
- Workers and verifiers use one canonical workspace, including ignored dependencies, build outputs
and services. Provider session homes and scratch directories remain separate; individual process
cleanup uses session group markers so it cannot terminate a peer or a startup service. Workspace
roots are run-owner `0700`, runtime roots supervisor-owned `0711`, and production ledgers `0600`.
Session homes disappear only after confirmed cleanup; node-instance homes survive loop revisits.
- An optional top-level run `environment` carries public setup/startup scripts, nonsecret variables,
and explicit hook connection references. Profiles and runtime plans have no environment field.
The CLI accepts `--environment FILE` or `--no-environment`; hosts may resolve an omitted definition
before acceptance, while an explicit empty object selects the base environment. Core stores no
saved environment catalog and has no resource discovery or local environment UI. Hosted
preparation is accepted asynchronously and owns its
controller lease before allocation. Setup runs as root before checkout or checkpoint restore;
startup runs as the workspace owner in the restored checkout before graph dispatch. Both rerun
on each resume attempt. Hooks have fifteen-minute limits within one thirty-minute preparation
budget, emit bounded redacted run logs, and fail before agent retries. Force-stop signals
preparation before waiting for cleanup; failed cleanup retains authority for replay/recovery.
`ZEROSHOT_TOOLS/bin` precedes the base PATH for hooks and all agents; shell exports do not persist.
Startup services retain a separate run-owned process marker and stop at run cleanup. Checkpoints
retain files and graph state, not services, Docker state, or conversations; users reconstruct
services idempotently and keep live database state outside file checkpoint guarantees.
Local runs reject hooks and use the invoking environment. Direct Docker setup modifies its
operator-owned target container, shared by that target's runs; separate target containers are
needed for independent OS dependency sets. Cloud supplies its own disposable execution placement.
Image-owned harness wrappers pin their Node interpreter independently of the project PATH.
- Native local CLI and in-process execution support Unix and Windows. Shared OS facilities live in
`execution::platform`; local controller transport selects Unix sockets or private Windows named
pipes behind one NDJSON protocol. Windows state uses protected current-user/SYSTEM ACLs, rejects
reparse points, and pins volume/file identity. Provider and delivery descendants belong to
kill-on-close Job Objects before their first instruction. Detached controllers inherit no caller
handles and resume only after proving they escaped every caller Job; restrictive Job policies
reject controller startup. Windows config defaults to
`%LOCALAPPDATA%/zeroshot` and state to its `state` directory. Hosted target isolation remains Linux-only.
- The experimental local ACP endpoint owns one workspace lease and reusable runner for the outer
ACP session. Each prompt remains a separate admitted run with its own controller lock, durable
ledger, supervisor lifecycle, run ID, and freshly resolved Git source provenance. Owner-scoped
node sessions use stable slots derived from sorted graph node names, survive clean turn settlement,
and close before the ACP session releases its runtime directory or workspace lease. Workspace
identity, workspace lease, controller lease, and an ACP-specific turn lease are monitored;
loss terminalizes active work as `runtime_lost` and poisons the session. The local UI requires both
per-run leases before treating an in-process ACP owner without a controller socket as live.
Ordinary runs retain run-scoped session keys.
## CLI and target contracts
- CLI grammar/help comes from the derived Clap `Cli` tree and Rust doc comments.
- The foreground run command carries one Ctrl-C signal across preparation, submission, and
observation. An interrupt before the backend submission future is first polled cancels without
entering the backend. Once polled, that future is preserved through its receipt or error because
it may cross an irreversible admission boundary before yielding. A successful receipt is emitted
before detaching without opening observation. Ctrl-C never force-stops a run.
- Graph verification errors display their first safe diagnostic through the shared verifier error,
so local validation and hosted rejection report the same cause.
- Do not hand-edit `docs/zeroshot-cli.md` or `docs/zeroshot-cli.html`; regenerate with
`cargo run -p zeroshot --example generate_cli_docs -- --write` and verify with `--check`.
- The public documentation site is the root `mkdocs.yml`. Python API pages are generated from the
curated SDK exports and docstrings. Do not restore a second SDK-only MkDocs site.
- Keep `docs/reference/python/*.md` out of Prettier; its Markdown formatter removes the indentation
required by mkdocstrings directives. Rendered-symbol CI checks are the contract.
- `docs/reference/cluster/api.md` is generated from the final OpenRPC value
through the Rust testkit. Do not hand-edit it or add a parallel method registry.
- Published documentation defaults to `current/` from `main` and keeps one moving `vX.Y/` version
per minor release. Each minor advances to its newest published patch; retries cannot roll it back
or substitute another source for the same product version. Schema-2 manifests record exact product,
SDK, source, and publication-tooling identity. Legacy patch page URLs redirect to their minor.
- Documentation publication tools come from the workflow commit separately from the exact release
source. The publisher migrates the existing Pages tree locally and pushes once after validation.
That migration, and a second pass after `mike deploy`, point each minor page's canonical link at
the same Current page on `https://zeroshot.sh/docs/`, or at its own minor URL when Current lacks
the page, and rewrite older GitHub Pages origins in minor sitemaps. `SITE_URL` in
`scripts/docs_versions.py` must match `mkdocs.yml`.
A first release publication bootstraps Current from `main` in an isolated checkout before setting
the default; Current never inherits the requested release's product identity.
- The direct target's discovery, sourceful run request, and run-scoped OECP session are versioned
native-v2 protocol contracts. Do not add alternate endpoints as aliases.
- Secret-bearing target inputs never enter run ledgers, target configuration, or observation records.
- Target transport failures retain the target name, origin and safe connection category. Never expose
raw request URLs or credentials; transport failures remain eligible for observation reconnection.
- Target HTTP failures use the shared bounded `{code,message,details?}` protocol problem; message-only
bodies are invalid, and details contain only user-safe structured metadata.
- Operator diagnostics are private-capability-only, run-scoped, bounded, sanitized, and excluded
from public run status and logs. `ProductionHostingConfig::operator_diagnostic_output` accepts an
optional `OperatorDiagnosticOutput` created before target construction. Its nonblocking channel
exports the same normalized records from checkout, Git push, and fatal runtime producers; the
two-record private snapshot remains independent. The channel retains at most 128 records and
reports overwritten records through Tokio's `Lagged` error. Hosts own continuous collection,
durable storage/export, deployment identity, timestamps, retention, and shutdown draining; this
in-memory handoff cannot guarantee preservation across abrupt process termination. Treat lag as
incomplete diagnostics. Namespace IDs by target process/attempt and keep collected data private.
`OperatorDiagnosticJsonLines` optionally drains those records on a dedicated writer thread,
flushing each line and reporting overflow. `target serve --operator-diagnostics-json` enables
stdout output. Writer shutdown is bounded; it cannot guarantee delivery after abrupt termination.
Output has no deployment metadata or cloud-specific envelope.
- Hosted merge plans are atomic, immutable, merge-only DAGs over one explicit repository, branch,
and profile. The target resolves each node's exact revision only after its dependencies succeed;
plans have static inputs, no cross-node dataflow, and no retry-in-place. Agent runtime bindings
cannot declare `GH_TOKEN`; the sole merge-delivery binding owns the GitHub write credential. A
node's queue deadline is the earlier of plan expiry and seven days after readiness.
- Read-only safe commands include `zeroshot list`, `zeroshot status`, and `zeroshot logs`.
- Destructive commands such as `zeroshot force-stop` require explicit user intent.
## Where to look
| Concept | Path |
| ----------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| Canonical crate and CLI | `zeroshot/` |
| CLI grammar/help | `zeroshot/src/native_v2_cli/parser.rs` |
| CLI composition | `zeroshot/src/native_v2_cli.rs`, `zeroshot/src/main.rs` |
| CLI self-update | `zeroshot/src/native_v2_cli/update.rs` |
| Built-in templates | `zeroshot/src/native_v2_templates.rs`, `zeroshot/src/native_v2_templates/` |
| Local run composition | `zeroshot/src/native_v2_local.rs` |
| Hosted/cloud composition | `zeroshot/src/native_v2_cloud.rs`, `zeroshot/src/native_v2_hosting.rs` |
| Hosted merge plans | `crates/openengine-cluster-protocol/src/native_v2_hosted/merge_plan.rs`, `zeroshot/src/native_v2_cli/execution/merge_plans.rs`, `zeroshot/src/native_v2_target/controller_authority/hosted_runs/` |
| Portable controller | `zeroshot/src/native_v2_portable_controller.rs`, `zeroshot/src/native_v2_portable_controller/` |
| Provider/delivery composition | `zeroshot/src/native_v2_candidate.rs`, `zeroshot/src/native_v2_candidate/` |
| Target server | `zeroshot/src/native_v2_target.rs`, `zeroshot/src/native_v2_target/` |
| Target authority/auth | `zeroshot/src/native_v2_target_authority.rs`, `zeroshot/src/native_v2_target_authority/` |
| Contained execution | `zeroshot/src/execution.rs`, `zeroshot/src/execution/` |
| Faults and redaction | `zeroshot/src/fault.rs`, `zeroshot/src/fault/` |
| Run ledger | `zeroshot/src/v2_run_ledger.rs`, `zeroshot/src/v2_run_ledger/` |
| Cluster protocol types | `crates/openengine-cluster-protocol/` |
| Cluster server | `crates/openengine-cluster-server/` |
| Cluster client | `crates/openengine-cluster-client/` |
| Conformance fixtures | `crates/openengine-cluster-testkit/` |
| Worker descriptors/registry | `crates/openengine-cluster-protocol/src/worker.rs`, `crates/openengine-cluster-server/src/worker_registry.rs` |
| Generated protocol artifacts | `protocol/openengine-cluster/v1/` |
| Documentation site | `mkdocs.yml`, `docs/`, `scripts/docs_hook.py`, `scripts/docs_versions.py`, `.github/workflows/docs.yml` |
| npm package | `npm/zeroshot/` |
| Target image | `docker/zeroshot-target/` |
| Target declarations | `distribution/zeroshot-targets.json` |
| Distribution tooling | `scripts/distribution.js`, `scripts/distribution/`, `npm/zeroshot/lib/release-artifacts.js` |
| Python SDK | `sdks/python/` |
| Release workflow | `.github/workflows/release.yml` |
| Python release workflow | `.github/workflows/release-python.yml` |
| CI classifier | `.github/ci-path-classifier.js` |
| Repository tooling tests | `tests/tooling/` |
## Shared workspace UI
- `ui/` owns React/Vite; `zeroshot/src/workspace.rs` owns shared catalog, authoring and validation
behind the `workspace` feature, without static assets. `profile_ui.rs` adapts these services to
standalone HTTP, with browser lifecycle in `profile_ui/server.rs`. Build `ui/dist` before enabling
Cargo's optional `ui` feature.
Releases and target images embed it. Build, development, and feature checks: [ui/README.md](ui/README.md).
- `zeroshot ui` serves local CLI profiles and ledgers at `http://127.0.0.1:4173/ui/` by default;
`--listen` accepts loopback only. `zeroshot ui --target NAME` keeps profiles and authoring local
while its server discovers the target's `zeroshot.run-history/v1` bounded list/detail/page
routes; target coordinates and hosted credentials never enter the browser. The browser continues
to use only the local `/ui/api/runs` BFF. Hosted reads reuse the named target's OAuth authority
and refresh-token custody. Direct `target serve` mounts `/ui/` on its existing listener, uses
`--storage` for profiles/history, and advertises run history only with that UI mount. It
initializes its single controller before UI reads. Private/hosted targets reject this standalone
mount; their host may advertise the authenticated capability. Opening the UI never starts a run.
- Browser access requires the configured public origin, exact Host, and valid Fetch-Site;
forwarded headers cannot broaden authority. UI keepalive requests cannot reach target control
endpoints. Keep JSON writes, request bounds, and connection-owned SSE readers/timers.
- SIGINT/SIGTERM close listeners and observers with bounded draining. Stopping the local UI leaves
detached runs active. Target restart reconciles interrupted runs as runtime loss, never as an
invented user stop or automatic retry.
- `WorkspaceServices` separates profile storage, native authoring, run listing, and observation.
`RunHistorySource` supplies the viewer's run identity and transport. The standalone shell owns
selection/navigation; graph components must remain independent of the host.
- Profiles use `LocalRunProfileStore` and `NativeV2Admission::validate_profile`. Saves check content
revision and the bootstrap workspace UUID under the CLI's store lock. Identity persists with the
store; replacement rejects stale tabs, including creation requests without a prior revision.
- Drafts/layout are scoped to workspace identity. Saves acknowledge only their captured document
generation; imports carry no foreign revision. Pending numeric text belongs to the document,
survives inspector navigation, and commits only when valid. Navigation must preserve unsaved work.
- The structured graph is canonical; React Flow/ELK provide presentation only. Flattening sequences
or folding standard error routes must preserve scopes, identities, priority, conditions, and
runtime bindings. Custom/unfamiliar routes stay visible. Layout and themes stay out of profiles.
- Normal authoring exposes Inputs and Outputs. Run inputs/results and runtime settings belong in
the toolbar. Do not restore state, mapping, promotion, join-strategy, or error-policy panels.
Keep defaults/restriction prose on the info icon's `#defaults` page, preserving the mounted editor.
- `/ui/api/data` creates typed bindings/promotions; `/ui/api/authoring` creates ordinary
completion/error nodes. Their existing `profile_ui/data.rs` and `profile_ui/outcomes.rs` helpers
compile under `workspace`; both return drafts without saving or running. Required sources need native success proof; source selection and error
protection form one transaction, preserving custom recovery, reasons, priority, and terminal scope.
- Optional promotions preserve absence; required reads still need availability proof. Promote only
current-scope writes, never stale results from a prior loop iteration. Required incoming state
retains carry semantics. Maps collect in input order, including `[]`; never infer a branch winner.
- Choice outputs require a producer on every continuing alternative, with first-match execution
and success proof. Later writes invalidate pending presence facts. Loop error exits require a
guaranteed completing Step; fixed loops complete on normal exhaustion, review loops fail.
- Data edits update only owned routes and linked schemas, including carried state and Map items.
Removing a producer leaves typed, unbound inputs. Previous-attempt reuse requires native proof
of the original source and compatible path. Label only unchanged caller values as Run input.
- Structural actions are atomic and preserve identities, bindings, and completion checkpoints.
Parallel grouping checks dependencies; body replacement removes obsolete bindings. Converting a
Verifier rejects remaining verifier-only contracts. Review loops carry feedback into the next
attempt, starting with an implicit empty string; reviewers never inherit credentials or sessions.
- Artifact-producing work uses writing Agents; Verifiers perform independent checks/classification.
Parallel/Map writers remain writers. Examples pass file paths and compact decisions, with separate
files per writer and fresh directories per mapped item. Authors coordinate overlapping edits.
- Runtime schemas/workers come from native contracts in `profile_ui/catalog.rs`, compiled under
`workspace`. Git delivery keeps its fixed contracts and explicit pull-request/merge modes. Model suggestions are non-authoritative;
identifiers remain opaque. Missing harness/provider links to runtime settings. JSON stays lossless.
- `native_v2_observability::history` owns admitted definitions, bounded native pages and canonical
control records without the `ui` feature. Its exported semantic validators are the single host
boundary for definition identity/version, canonical contiguous cursors, page/control coherence,
and the reserved `runtime_failed`/`runtime_lost` failure metadata; UI and Cloud readers must reuse
them after wire decoding. Definitions contain bounded admission and terminal facts, never the
accumulated execution snapshot; readers accept that legacy field only to strip it. Observer clones
share its bounded projection cache.
`profile_ui/runs.rs` supplies local filesystem/list/SSE adapters; observation never creates, repairs
or recovers a ledger or controller. Preserve ordered execution cursors, explicit gaps and string
u64 IDs. SSE resumes after `Last-Event-ID` and drains through the terminal cursor before closing.
- Private targets export capability-authenticated `POST /native-v2/history/definition` and
`POST /native-v2/history/page` over their already-owned observer. Direct and hosted access modes
cannot use these private exports; Cloud applies per-run authorization before using its capability.
Request bodies carry run identity and cursor, keeping the target query surface unchanged.
- Status reads query only an already-owned controller. Unpersisted runtime failure stays separate
from durable snapshots/events and marks history incomplete. Missing authority drains retained
history before an explicit error. Never invent completion; a durable terminal record takes precedence.
History observation availability is separate from terminal run status: an available runtime failure
can be emitted at the same cursor while following continues toward the final durable record.
Cloud may remain `collecting` through target/archive handoff; `finished` alone cannot end follow.
- `run-history.ts` projects only the selected history prefix. Rust's canonical reducer supplies
structural visits/decisions with source cursors and stable identities; JavaScript never evaluates
guards or invents worker executions. Keep loop visits, retries, and Map items distinct. Projection
failure leaves recorded worker history readable; verifier rejection is a decision, not a crash.
- Read-only history reuses `WorkflowCanvas`; groups start collapsed and scrubbing preserves expansion.
Seek pauses following; transcript scrolling stays live and follows only at the bottom. Keep the
execution pinned while reading. Node timelines use the shared cursor; transcripts remain bounded.
Initial/live batches stop at 5,000 events or 8 MiB until explicit continuation. Simulated histories
remain separate from real runs and profile storage; scenarios/evidence live under `ui/qa/`.
- Visual tokens/fonts follow `zero-cloud/frontend/VISUAL_DESIGN.md`; bundle all runtime assets.
`embed.html` mounts the same editor/viewer without standalone menus. Its version-1 bridge
validates the parent window and exact origin, binds workspace authority, and correlates document
generations and save snapshots. Host service URLs remain same-origin; optional CSRF configuration
carries cookie/header names only. Cloud owns menus, authentication, profile CAS and live/archive
adapters ([zero-cloud #301](https://github.com/the-open-engine/zero-cloud/issues/301)).
- Shared fetch-based SSE preserves HTTP and stream problem codes, accepted execution cursors,
bounded frame buffering and owned reader cancellation. A host source change must preserve the
viewer's history prefix and playback position; it never changes native graph projection.
## Development conventions
- Fix root causes and keep changes scoped.
- Use existing patterns; do not add parallel registries, provider lists, runtime model catalogs, or release
authorities.
- Keep optional developer and agent analysis tools external to the repository. The npm-delivered
Zeroshot product skill is the sole product-owned exception; do not add package dependencies,
hooks, CI gates, other skills, or checked-in state for personal analysis tooling.
- New Rust APIs must respect the four-parameter Clippy ceiling; use request structs rather than
raising or bypassing the limit.
- Unix tests that create executable fixtures use
`openengine_cluster_testkit::fixture::write_executable`; its lock handoff covers writable
descriptors inherited by concurrent process spawns.
- `.opcore.json` owns the full-source Opcore policy. `.github/workflows/opcore.yml` runs the Fast
and native Rust providers on every PR and main commit. Its two exact PowerShell exclusions reflect
unsupported parsing; the Windows native CI lane still runs those scripts.
- Preserve bounded values, explicit overflow, cancellation safety, and exact source provenance at
every public boundary.
- Add focused tests beside the owning crate/module.
- Update this file whenever architecture, ownership, release identity, or conventions change.
## Validation
Run the narrowest relevant checks first, then the complete affected lane.
```bash
cargo fmt --all -- --check
cargo clippy --workspace --all-targets -- -D warnings
cargo test --workspace # Unix; Windows: powershell -NoProfile -File scripts/test-windows.ps1
RUSTDOCFLAGS=-Dwarnings cargo doc --workspace --no-deps
npm run lint
npm test
npm run distribution:check
npm run protocol:check
cd sdks/python
python -m ruff check src tests examples
python -m ruff format --check src tests examples
pydoclint src/zeroshot
python -m mypy src examples
python -m pytest
cd ../..
python -m mkdocs build --strict
```
## Release convention
- CI has native, Python, repository-tooling, npm-package, and strict-documentation lanes plus stable
aggregate `required`. Native changes also require macOS product and test compilation with the UI
feature. `.github/ci-path-classifier.js` owns fail-closed path routing and cross-lane
producer/consumer dependencies. The native lane runs on Linux and Windows, including real local
CLI subprocess tests. Windows uses
`scripts/test-windows.ps1` to run test executables outside Cargo's restrictive Job; the CI-only
`.github/scripts/test-windows-host.ps1` also starts outside the hosted runner's Job. Linux also executes
hosted process and filesystem boundary tests as root against its built test binary.
- `.github/workflows/coverage.yml` measures the default workspace, UI-feature Rust tests, and hosted
root boundary tests on native changes, enforces coverage floors, and publishes LCOV to Coveralls.
It stays outside the required CI aggregate. Keep Rust test implementations in `tests/`, `tests.rs`,
`*_tests.rs`, or `*-tests.rs`; do not embed test bodies in production-named source files, because
production coverage totals explicitly exclude those test-source paths.
- `.github/workflows/release.yml` is the only canonical product release workflow.
- It generates the GitHub Release body from the exact first-parent commits since the preceding
canonical tag. Every released commit must retain a Conventional Commit squash title ending in
`(#PR)` and a nonempty release summary. Generation uses the exact release source, and publication
persists the Markdown as an immutable release asset for byte-exact recovery.
- It publishes native archives/checksums, `ghcr.io/the-open-engine/zeroshot-target`, and
`@the-open-engine-company/zeroshot`, then invokes Python revision `1`.
- Python revision `1` always produces its GitHub wheel release. PyPI publication is fail-closed by
default and may be explicitly deferred with `publish_pypi: false`.
- `.github/workflows/release-python.yml` may publish later SDK-only revisions.
- `.github/workflows/docs.yml` publishes `main` as Current and canonical releases into `vX.Y/`
after Python revision `1`; later SDK-only releases do not rebuild product documentation.
The root always selects Current. Legacy `dev` and `stable` redirects stay outside the selector.
- There is no automatic semantic release, release-promotion branch, `dev -> main` flow, or second
runtime release train.
More agent context in covibes/zeroshot
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