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singular-orchestration.mp4

singular

Autonomous multi-agent orchestration for software repos. One engine, many consumers.

singular is a bash + Python orchestration engine that drives autonomous AI coding agents in parallel against a repository. It implements a three-tier scheduling model (L0 origin loop → L1 area planners → L2 worker agents) with durable leases, state packets, gate/audit pipelines, and git-worktree isolation. The engine is installed once per machine and pinned per consumer repo — improvements propagate by bumping a version pin, not by re-copying scripts.

Video overview

Singular — 60-second overview: Speed is not control

Click the frame to play the 60-second overview (with sound) in GitHub's player.

The video shows the orchestration loop from source intent through planning, isolated worker execution, state packets, review, retry continuity, and integration.

How it works

Agent tiers

Tier Role
L0 origin The single scheduler. Runs the reconcile cycle: import → recover → integrate → dispatch → snapshot. Holds the origin lock only during control work.
L1 area planners One planner per DAG node (area). Reads the node's context, plans a batch of L2 tasks, and stages them as proposals for L0 to import.
L2 workers Execute a single task in an isolated git worktree on a per-task branch. Produce a state packet (owned files, changes, evidence). An auditor reviews the packet; the decider routes the outcome.

Reconcile cycle

Each singular reconcile --actuate runs:

  1. Import — pull staged L1 task proposals into the DAG under the origin lock.
  2. Recover — reclaim stale leases whose workers have exited or timed out.
  3. Integrate — merge completed worker branches into the target branch under the git-op lock.
  4. Dispatch — pre-lease frontier tasks and spawn L2 workers.
  5. Snapshot — write a human-readable project state snapshot.

Leases and packets

Every in-flight task holds a lease (a JSON file in .singular-state/leases/) that records ownership, retry count, and expiry. When a worker finishes it writes a state packet (state-packet.v0.schema.json) enumerating owned files, changed files, commands, tests, and evidence. The auditor validates the packet; the reaper attributes outcomes on later cycles.

Gates and audits

After each L2 worker run the host executes the configured gate command (e.g. npm test). A gate result (gate-result.v0.schema.json) feeds the auditor model, which returns an audit verdict (audit-verdict.v0.schema.json). The decider maps the (failure-class, retries-left) pair to a recovery action — retry, amend-scope, escalate, or park — using a deterministic fast-path table before falling back to a model round-trip.

A bare command works: exit 0 passes, non-zero fails. The exit code cannot answer two questions the engine would use if it could, so a gate may optionally write a gate observation (gate-observation.v0.schema.json) to the path in SINGULAR_GATE_REPORT_FILE:

  • failures[].signature — stable per-failure identifiers. Required for singular gate baseline to tell an acknowledged failure from a new one.
  • infrastructureFailure / infrastructureReason — the gate could not run (missing dependencies, full disk, unreachable network). The engine reports that as inconclusive-infrastructure instead of spending a task's retry budget asking a model to fix code that was never broken.

singular init scaffolds docs/orchestration/gates/gate.sh as a starting point. The sidecar is never required — including on schemaVersion: v2. Without one the engine falls back to the exit code plus a deliberately narrow set of log signatures (engine/infra-patterns.tsv) covering only environment failures that application code cannot plausibly produce.

Dispatch model

Detached dispatch is ON by default. When SINGULAR_DETACHED_DISPATCH=1 (the default), reconcile pre-leases each frontier task and spawns the worker in its own session via dispatch-wrap.sh, then returns within seconds. The origin lock is held only for the cycle's control work. A reaper (singular_reap_dispatches) runs at the top of every apply/actuate cycle and attributes completions, failures, and crashes by checking dispatch records + worker exit files (pid liveness defeats pid reuse; crash detection drops from the 60-min stale-lease window to ~one cycle).

This is what keeps import, integrate, recover, STATUS, and STOP responsive while long workers run in the background.

Set SINGULAR_DETACHED_DISPATCH=0 to restore the legacy synchronous batch path, where reconcile waits for every worker before returning.

Install

Prerequisites:

  • Bash >= 4, python3, and git.
  • At least one supported runner CLI on PATH (claude, codex, or another configured runner).
  • macOS users may need brew install bash. Set SINGULAR_BASH_BIN=/opt/homebrew/bin/bash in the shell/service environment to select it without reordering PATH.
  • When multiple Codex installations exist, set SINGULAR_CODEX_BIN=/absolute/path/to/codex. Doctor and the runner use that exact executable and do not fall back when it is broken.
# Clone and install the engine to ~/.singular
git clone https://github.com/alex-reysa/singular-lite /path/to/singular-lite
cd /path/to/singular-lite
bash install.sh
# -> ~/.singular/versions/<ver>/  ~/.singular/current  ~/.singular/bin/singular

export PATH="$HOME/.singular/bin:$PATH"

Singular's launch namespace is intentionally clean: SINGULAR_*, singular.config.json, .singular-version, .singular-state/, and the SINGULAR_HOME install root (default ~/.singular). It does not discover or import the pre-launch namespace replaced by this release. Start each consumer with singular setup and author a fresh DAG.

In each consumer repo:

singular setup     # one idempotent path from "a repo" to a verified, STOPPED repo

singular setup composes the individual lifecycle verbs and contributes the order, the evidence, and the contract. It checks interpreter/repo/git work tree, resolves the engine pin (naming the winner when .singular-version and singular.config.json engineVersion disagree), installs the pinned engine when it is absent — only from a matching engine checkout already on this machine, since there is no download mechanism — writes .singular-state/STOP as its first repo write, pins and scaffolds, hashes every gate result before printing and running the migration chain, verifies those historical verdicts survived, runs doctor, and records a supervised regression run. Prerequisites fail before anything is mutated. It reports a state ladder (installed → migrated → validated → stopped-ready), never actuates, and prints exactly one Next: line. Failures carry a stable code and one recovery instruction (singular.operator-failure.v0); evidence lands under .singular-state/setup/.

singular setup --no-test      # stop at `validated`, without the regression run
singular setup --test-async   # start the suite detached; attach with singular test --wait
singular setup --json         # one singular.setup-report.v0 object on stdout

The composed steps are still available on their own:

singular init      # scaffold singular.config.json, docs/orchestration/, .singular-version
singular doctor    # check deps, engine resolution, repo config
singular migrate   # raise schemaVersion to the engine's (--dry-run prints the chain only)

SINGULAR_BASH_BIN is bootstrap-only and is ignored in singular.config.json; set it before invoking singular. SINGULAR_CODEX_BIN may be supplied through the normal engine environment/config layers. For the standard Codex runner, singular doctor performs bounded --version and login status probes against the exact selected executable.

Doctor is also the machine-readable preflight for unattended runs:

singular doctor --json | jq '.summary, .checks[] | select(.status != "pass")'
singular doctor --repair-model-cache  # explicit: backup first, then regenerate later

Every JSON check has a stable id, severity, requiredFor, remediation, and dedupeKey. Required capability failures block doctor; a missing optional capability produces one warning even when several roles share it. Doctor checks deployment credentials only while a deployment-capable DAG node is actually in the ready frontier. It never silently deletes or rewrites Codex model cache data: the repair flag moves the original to a timestamped, SHA-tagged backup.

Role profiles are local-only by default. Repositories that need extra tools, MCP servers, or plugins can declare lazy profiles explicitly:

{
  "capabilityProfiles": {
    "audit-core": {
      "startup": "lazy",
      "required": ["filesystem", "git", "schemas", "runner-contract"],
      "optional": ["mcp:browser"]
    }
  },
  "roleProfiles": {
    "auditor": "audit-core",
    "decider": "audit-core"
  }
}

Capability IDs may use mcp:NAME, plugin:NAME, executable:NAME, or file:REPO_PATH. More specialized capabilities can be declared in the top-level capabilities registry with a type of builtin, executable, file, mcp, plugin, or environment. In strict profiles, external skills, MCP servers, and plugins are activated only by capabilityArgs.<exact-capability>; unrelated providerArgs never claim a capability. Legacy SINGULAR_*_EXTRA_ARGS variables are rejected for strict runs because they are not capability-bound.

Each repo pins its engine version in .singular-version (overrides singular.config.json engineVersion). The singular launcher resolves that version from ~/.singular/versions/<ver>, binds SINGULAR_ROOT to the current repo, loads its config, and execs the engine. Run singular update <ver> to repin.

Use

# Run one reconcile/actuate cycle (import → recover → integrate → dispatch → snapshot)
singular reconcile --actuate

# Drive a single task through L1 → L2 → audit
singular drive TASK-0001

# Self-driving autonomy loop (wall-clock budget: SINGULAR_MAX_HOURS)
singular auto

# Create, approve, or inspect an owner- and artifact-hash-bound human gate
singular human-gate request --help
singular human-gate approve --help
singular human-gate status --help

# Report every contract violation in a gate-result at once. The frontier read
# stops at the first breach (correctly — it must not act on an invalid gate),
# which means a promoter under development learns about one violation per run.
singular gate validate docs/orchestration/gates/<node>.gate-result.json

# The old promote-gate --operator route is schema-v2 legacy compatibility only

# Block until all detached workers finish (useful in CI or clean shutdown)
singular reconcile --drain

# Context graph (behind SINGULAR_CTX_GRAPH): project the event log into
# context-graph.v0 JSONL, sync incrementally, and query it
singular graph rebuild
singular graph sync
singular graph query neighbors <node-id>

# Experiment tooling (behind SINGULAR_CTX_EXPERIMENT): per-arm metrics,
# treatment-vs-control delta, and rendered report tables
singular experiment-report summary
singular experiment-report delta
singular experiment-report tables

Configuration

All per-repo variation lives in the consumer repo, never in engine files:

  • singular.config.json — declarative: targetBranch, gateCommand, runner, areas{}, areaPrefix, prewarm, worktreeCopyPaths[], modules[], identity{}, env{}, provisionFiles[], envAllowlist[], capabilityProfiles{}, roleProfiles{}, evidence{}, bootstrap{}, resources{}, promoter, controlState{}, and legacyCompatibility{}.

promoter is the one most consumers need and miss. It names the script that decides when a DAG node's gate may be promoted — a bare name resolves to <engine>/singular-ext/<name>.sh, a path is used as-is (repo-relative); SINGULAR_PROMOTER overrides it. The shipped default promotes only nodes in its own built-in registry, so a repo with its own DAG matches nothing and stalls after layer 0, reporting only promotion: no promotable frontier gates — the same line a merely not-yet-ready frontier prints. singular doctor now names this directly (graph.promotability). tools/promote-gate.sh is a worked example. Note that evaluation nodes are governed separately, by authority on the node: absent or operator means manual promotion, agent-review-allowed lets a valid gate-review.v0 record promote them.

  • singular.config.sh — optional shell extras (computed values, functions).
  • .singular-state/config.local.sh — gitignored operator overrides and secrets.

The starter config deliberately sets gateCommand to false so a newly scaffolded repo fails closed until you replace it with the command that proves the repo is healthy.

worktreeCopyPaths[] names dependency trees to copy into every fresh worktree — the worker's, the auditor's disposable one, and the deterministic acceptance one. All three are prepared by the same code path, so a gate that passes for the worker is running in the same environment when the auditor re-runs it. Copies are copy-on-write where the filesystem supports it (macOS clonefile, GNU reflink), falling back to a plain recursive copy. node_modules is always included; the listed paths are added to it, so a monorepo declares only its nested trees:

"worktreeCopyPaths": ["apps/web/node_modules", "packages/ui/node_modules"]

A declared path that does not exist in the source worktree is reported and recorded as a worktree.copy_path_absent event rather than skipped silently.

The v2 starter profile is local-only and lazy: each runner role requires the filesystem, Git, schema bundle, runner contract, and selected provider executable, while external skills, MCP servers, and plugins must be opted into explicitly. Evidence composition defaults to 256 KiB, excerpts to 2 KiB, cumulative raw retrieval to 256 KiB, and the audit input canary to 100,000 tokens. Worktree scheduling reserves 2 GiB, estimates 256 MiB per worktree, and caps the starter at three workers. Semantic control snapshots default to a 300-second interval; set controlState.commitIntervalSeconds to 0 only for legacy every-cycle snapshots.

bootstrap.commands is an ordered list of {command, required, lockfiles} records. Every declared lockfile must exist and be tracked before any command runs; an optional command may warn and continue, while a required failure blocks the worktree. The singular bootstrap.command field remains a legacy shorthand. Shared-store links must stay under declared roots and target gitignored, untracked paths.

Schema v2 rejects the historical, artifact-unbound accept-waiver and promote-gate --operator --evidence paths by default. Prefer a human-gate request and exact-hash approval. An operator may temporarily restore the old behavior only by explicitly setting legacyCompatibility.unboundWaivers to true.

provisionFiles entries copy repo-local, gitignored files into each worker worktree after git worktree add: { "source": ".env.local", "target": ".env.local", "required": true }. The source and target must both be ignored or provisioning fails closed. envAllowlist accepts exact env names or prefix patterns ending in *; allowed values are written to worktree/.singular-state/worktree-env.sh and sourced for prewarm/gate phases.

Operator env knobs

Env knob Default Effect
SINGULAR_MAX_CONCURRENT 3 Maximum L2 workers running concurrently (an upper bound — adaptive disk scheduling may lower it, and zero effective slots enters low-disk mode).
SINGULAR_MAX_DISPATCH 5 Maximum tasks dispatched per reconcile cycle.
SINGULAR_DETACHED_DISPATCH 1 Default ON. Reconcile spawns workers in their own session and returns in seconds; the reaper attributes outcomes on later cycles. Set 0 for the legacy synchronous batch wait.
SINGULAR_AUTO_INTEGRATE 1 Automatically integrate (merge) completed worker branches in direct reconcile --actuate, singular auto, launchd, and console-driven cycles.
SINGULAR_PUSH 0 direct / 1 auto Push integrated branches to the remote. Direct engine commands default local-only; singular auto/launchd set 1 unless overridden.
SINGULAR_MAX_HOURS 12 Wall-clock budget for the autonomy loop (singular auto).
SINGULAR_MAX_RETRIES 3 Per-task worker retries before the decider escalates.
SINGULAR_STALE_MINUTES 60 Lease age (minutes) before a task without a live dispatch pid is reclaimed by the reaper.
SINGULAR_PLANNER_BACKOFF_SECONDS 900 Wait after an ordinary planner failure before planning is attempted again.
SINGULAR_PLANNER_QUOTA_BACKOFF_SECONDS 1800 Wait after a usage limit (429) or entitlement denial (403) — a window the account has to sit out. The loop sleeps through it without incrementing the circuit breaker.
SINGULAR_PLANNER_OVERLOAD_BACKOFF_SECONDS 180 Wait after a provider 503/529. Overload is the provider shedding load, not a usage limit, and typically clears in seconds. It gets the same no-breaker sleep-through as quota but an order of magnitude shorter — before it had its own class one 529 bought the 1800s quota window, and because the nap skips the reconcile cycle entirely it idled the whole graph.
SINGULAR_OVERLOAD_WAIT_BUDGET 3600 Total overload sleep-through before the loop writes STOP. Deliberately separate from SINGULAR_QUOTA_WAIT_BUDGET so a burst of 529s cannot spend the usage-limit allowance and stop the loop for a reason that was never a usage limit.
SINGULAR_TARGET_BRANCH (required) Integration target branch in the consumer repo.
SINGULAR_SESSION_AFFINITY 1 Reuse a role's prior runtime session when all staleness gates pass; 0 always runs fresh.
SINGULAR_FIX_PROMPT_STRUCTURED 1 Structured fix prompt on retries (authoritative findings); 0 = legacy fix_hints tail.
SINGULAR_DECIDER_FAST 1 Resolve clear-cut failure classes by host policy table; 0 routes every failure through the model decider.
SINGULAR_WORKER_INFRA_MAX 1 Extra worker re-runs on an infra failure before surfacing worker-infra.
SINGULAR_AUDIT_INFRA_MAX 2 Extra auditor re-runs on an infra failure before surfacing audit-infra.
SINGULAR_GATE_TIMEOUT_SEC 3600 Wall-clock bound on the consumer's gate command; the whole process tree is killed on expiry and the result is inconclusive-infrastructure, never a product failure. 0 disables. Before this existed a hung gate held a worker slot indefinitely and made cooperative STOP never fire.
SINGULAR_KILL_GRACE_SEC 10 Seconds a timed-out runner gets to run its EXIT trap — where the read-only restore guard lives — before the tree is SIGKILLed.
SINGULAR_READONLY_GUARD_MODE restore restore puts the working tree back after a read-only run; report logs what it would do and changes nothing; off disarms it.
SINGULAR_READONLY_GUARD_KEEP_DAYS 30 How long singular gc keeps guard journals, which hold quarantined content, before removing them.
SINGULAR_CONTEXT_SECTION_MAX_CHARS 4000 Per-section cap on continuity content appended to prompts.
SINGULAR_PREFLIGHT_REQUIRE_ACCEPTANCE 1 Preflight requires non-empty acceptanceCriteria on a task.

Context knobs (0.4.0)

Raw engine defaults stay 0 (OFF-parity is test-pinned); the recommended production values below follow the per-knob decisions in docs/context-build-plan/experiment-report.md and ship in this repo's own dock config. Raw-default flips land in 0.5 with a test-migration slice.

Env knob Raw default Recommended Effect
SINGULAR_PLANNER_SESSION 0 1 Per-node planner session persistence + resume behind fail-closed lineage/template/lease gates.
SINGULAR_PLAN_CRITIQUE 0 1 Fresh read-only skeptic critic over staged planner batches before L0 import.
SINGULAR_PLAN_REVISE_MAX 0 2 Bounded revise→re-critique loop for revise verdicts.
SINGULAR_CTX_PACKET 0 1 Planner context packets (decisions/assumptions/rejected alternatives) flow into worker, fix, and audit prompts; per-run assumption ledger.
SINGULAR_CTX_ROUTING 0 1 Explicit 5-strategy routing (continue/resume/fork/fresh/rehydrate) with reason codes, window-pressure + diff-volume gates, and structural taint on resumed sessions.
SINGULAR_CTX_ARTIFACT_SCAN 0 1 Secret scan over durable artifacts; hits quarantine (.quarantined) and drop out of all prompt assembly.
SINGULAR_PAIRED_AUDIT_PCT 0 25 Sampled post-acceptance paired fresh audits (bias measurement + independence spine).
SINGULAR_REHYDRATE 0 opt-in Inject deterministic durable-artifact packets on refused-resume lineage steps.
SINGULAR_CTX_MANIFEST 0 opt-in Authored-knowledge manifest ingestion into rehydration packets (contextManifest config field; fixture contract).
SINGULAR_CTX_GRAPH 0 opt-in Context-graph projector/sync/query + subgraph-selected rehydration.
SINGULAR_CTX_EXPERIMENT 0 opt-in Experiment aggregators, delta, renderers, and singular experiment-report.
SINGULAR_CTX_ARMSTATE 0 opt-in Per-run knob-state provenance recording for arm-integrity audits.

Key context event types (all in .singular-state/events.ndjson, countable via singular metrics): context.strategy_selected, context.resume_failed, ctx.arm_assigned, ctx.paired_audit, ctx.critic_recheck, ctx.artifact_secret, ctx.packet_malformed, plan.critiqued, plan.revised, plan.revise_parked, planner.backoff_active.

Context continuity

Between retry attempts singular carries authoritative state forward rather than re-deriving it from a log tail:

  • Context capsules — hash-stamped implementer-capsule.json and reviewer-capsule.json per attempt.
  • Findings ledgerfindings-status.json upserted from each audit verdict, with stable finding ids tracked open/resolved across retries.
  • Structured fix prompts — the worker receives authoritative open findings on retry (set SINGULAR_FIX_PROMPT_STRUCTURED=0 to revert to the legacy byte-tail).
  • Re-audit delta prompts — the auditor receives prior findings + fix diff + per-id verification targets.
  • Attempt archive — each attempt's artifacts are copied (never moved) under runs/<id>/attempts/<n>/ with an attempts/index.json.

Session affinity and routing

Role-keyed runtime session resume (codex exec resume, claude -r) behind ordered fail-closed staleness gates, for three roles:

  • Implementer/reviewer (within one drive): defaulting ON (SINGULAR_SESSION_AFFINITY=1); any gate failure or runner refusal degrades silently to a fresh run within the same attempt.
  • Planner (across planning runs, per DAG node): behind SINGULAR_PLANNER_SESSION — persisted per-node session meta, node-lineage and template-sha gates, session leases against concurrent resume, rc-86 fresh fallback. A planner session can decompose a multi-slice node across consecutive resumes.
  • Plan critic (re-critique of a revised batch): the skeptic may be offered its own prior session — never an advocate's.

Every routing decision is reason-coded as a context.strategy_selected event (strategy + the exact gate reason) and countable via singular metrics.

Invariant (evidence invariance): routing never changes what counts as evidence. Gates, red/green proofs, scope checks, and the fresh implementation auditor are identical under every strategy — fresh or resume. Outcomes MAY improve with continuity (that is the point), and the improvement is measured, not assumed: per-strategy outcomes flow into the attempts index and singular metrics.

Advocate/skeptic line: a session never crosses between advocate roles (planner, implementer) and skeptic roles (plan critic, auditor), in either direction. Per-role session-meta files make violations structural, not merely checked. Resumed or rehydrated sessions never satisfy an independence-required step.

Plan critique and revision

Behind SINGULAR_PLAN_CRITIQUE (default OFF; flip only with the revision loop in service): staged planner batches are reviewed by a fresh, read-only plan critic on the default runner before L0 import. Verdicts follow plan-critique.v0: approve → import; revise → the node's planner session is resumed with the critic's structured findings (bounded by SINGULAR_PLAN_REVISE_MAX), records per-finding dispositions (accepted/rejected-observation; silent drops are recorded as unaddressed), and re-enters the critic; park / budget exhaustion → candidates never reach import (fail closed). Critic infrastructure failure fails OPEN with an event — the critic is an added safety layer; the un-bypassable implementation auditor remains the floor.

In schema v2, a successful revision is published as an immutable generation under the node staging directory. One atomically replaced .candidate-current.json manifest selects the authoritative generation, and all engine readers pin that generation before enumerating files. Direct TASK-*.candidate.md files are a legacy pre-migration read fallback only; new revision batches are never published through sequential direct-file moves.

Modules

The generic engine/ references zero project-specific symbols — enforced by tests/test-engine-clean.sh (the abstraction gate test). All per-project logic lives in opt-in modules:

singular-ext/
  storage-proof.sh    # example: durable-proof regime
  promote-gate.sh     # example: gate promoter

Modules are listed in singular.config.jsonmodules[]. A repo that doesn't list them never loads them. The SINGULAR_MODULES env var is the runtime list (set by the JSON config loader).

Versioning and schema

Two versions move independently:

  • Engine pin.singular-version is the canonical per-repo pin (overrides singular.config.json engineVersion; if they disagree .singular-version wins and singular doctor warns). singular update <ver> rewrites it.
  • SchemaSCHEMA_VERSION (repo root) holds the data-contract version (v2 today). A repo records the schema it was scaffolded against in singular.config.jsonschemaVersion. singular doctor fails on a schema mismatch; singular migrate runs the shipped migrations/<from>-to-<to>.sh chain and rewrites schemaVersion. Runtime JSON schema identifiers follow the namespace singular.orchestration.*.vN. v2 keeps reading existing v0 records while writing the structured audit and gate v1 contracts.

Development and tests

bash tests/run.sh    # full regression suite (190+ tests)
singular test         # the same suite as a supervised, attachable run
bash tests/field-report-canary.sh  # required before promoting 0.11.2, 0.12.0, or 0.13.0

singular test runs the resolved engine's own tests/run.sh as a supervised job and keeps the evidence in the current repo under .singular-state/test-runs/<runId>/ (singular.test-run.v0 manifest, suite.log, per-test logs, progress.jsonl), so a result outlives the session that started it. A detached supervisor holds an exclusive flock for its whole life: liveness is proved by the kernel rather than guessed from a pid, and ps is never consulted. A second invocation attaches to the live run instead of starting a duplicate — --new-run is the explicit override — and a supervisor killed mid-run reconciles to interrupted with the counts it reached (and ends the run's process group, so an orphaned suite cannot keep writing into it).

The resolved engine must be a checkout. Most tests build disposable Git worktrees of HEAD, so tests/run.sh opens with a source preflight that needs real history — and an installed version (~/.singular/versions/<ver>/) is a plain copy that ships no tests/ at all. singular test refuses up front there, with SINGULAR_TEST_SUITE_UNAVAILABLE or SINGULAR_TEST_SOURCE_UNSUPPORTED and before any run directory exists. To record a run for a consumer repo, point the CLI at a checkout from inside that repo — evidence still lands in the repo you are in:

SINGULAR_ENGINE_HOME=/path/to/engine-checkout singular test

--status and --wait are exempt: reporting on a past run needs no suite.

singular test --status [--json]  # report on the current run
singular test --wait             # attach to the live (or last recorded) run
singular test --no-wait          # start detached; the run id goes to stdout
singular test --rerun-failures   # re-run only the last completed run's failures

The test suite uses no live state — all fixtures use a generic layer vocabulary. The tests/test-engine-clean.sh gate enforces the abstraction contract on engine/. The promotion canary is also non-destructive: it validates the captured 26-node localization graph and composes the ten field-report regression scenarios from their focused hermetic tests. It stays outside tests/run.sh to avoid running those same scenarios twice in an ordinary development pass.

Contributing

Run bash tests/run.sh before opening a PR. Keep engine/ generic: project-specific rules belong in opt-in modules under singular-ext/ or in a consumer repo's config. Do not commit .singular-state/, .worktrees/, .singular-evidence/, local env files, or generated run artifacts.

Security

singular executes repo-configured shell commands and launches local coding agents in git worktrees. Review singular.config.json, singular.config.sh, and task files before running it in an untrusted repo. Report vulnerabilities through GitHub's private vulnerability reporting for this repository; if that is unavailable, open a minimal public issue asking for a private channel and do not include exploit details.

License

Licensed under GPL-3.0 — see LICENSE.

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Autonomous multi-agent orchestration engine for software repos — L0/L1/L2 agents, leases, gates, audits, git-worktree isolation. Detached dispatch by default. GPL-3.0.

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