Configuration
Configure nexus-agents with YAML files, environment variables, and programmatic options.
Configuration Precedence
The loader selects one config file — the first match wins, it does NOT merge multiple files:
NEXUS_CONFIG_PATH(explicit path), else- Project config —
./.nexus-agents/nexus-agents.yamlor./nexus-agents.yaml(current directory), else - User config —
~/.nexus-agents/nexus-agents.yaml
Whatever single file is selected is layered over the built-in defaults. Then environment variables (NEXUS_*) overlay the result per-setting at consumption time — so an env var overrides just that one key, and env vars (not a second config file) are the right tool for machine-local overrides. See Configuration for Reusable Pipelines for the project-vs-local split.
Quick Setup
Generate a starter configuration file:
nexus-agents config init
This creates nexus-agents.yaml with sensible defaults.
Configuration File
The main configuration file is nexus-agents.yaml:
Note: Model IDs below come from the in-tree ModelRegistry — they are what nexus-agents recognises out of the box. The full list lives in
packages/nexus-agents/src/config/in-tree-data.ts; supported IDs includeclaude-opus/claude-sonnet/claude-haiku,gemini-3-pro/gemini-3-flash,codex-5.3/codex-5.2/codex-5.1-mini, plusopencode-*andopenrouter-*variants. To use a model outside this set (e.g. an OpenAI-compatible gateway), see theNEXUS_CUSTOM_MODELenv var below.
# nexus-agents.yaml
# Model configuration — use latest models from each provider
models:
# Default model for general tasks
default: claude-sonnet
# Model tiers for routing
tiers:
fast:
- claude-haiku
- codex-5.1-mini
- gemini-3-flash
balanced:
- claude-sonnet
- codex-5.2
- gemini-3-pro
powerful:
- claude-opus
- codex-5.3
- gemini-3-pro
# Expert configuration
experts:
# Enable built-in experts (code, architecture, security, performance, research)
builtin: true
# Custom expert definitions
custom:
rust_expert:
prompt: |
You are a Rust expert specializing in systems programming,
memory safety, and performance optimization. You follow the
Rust API Guidelines and prefer idiomatic solutions.
tier: powerful
tools:
- read_file
- write_file
- execute_command
react_expert:
prompt: |
You are a React expert specializing in modern React patterns,
hooks, and performance optimization. You follow React best
practices and prefer functional components.
tier: balanced
# Routing configuration
routing:
# Enable three-stage routing pipeline
enableBudgetFilter: true
enableTopsisRanking: true
enableLinUCBSelection: true
# Budget constraints
budget:
tokenBudget: 1000000 # Session token limit
costBudgetUsd: 10.0 # Session cost limit
resetIntervalMs: 3600000 # 1 hour reset
# TOPSIS multi-criteria ranking
topsis:
minQualityThreshold: 5 # 0-10; candidates below this are not ranked
criteria: # weights must sum to 1.0
- { name: quality, weight: 0.5, beneficial: true }
- { name: cost, weight: 0.3, beneficial: false }
- { name: latency, weight: 0.2, beneficial: false }
# LinUCB bandit configuration
linucb:
alpha: 1.0 # Exploration parameter
# Memory configuration
memory:
# Session memory
session:
maxEntries: 1000
ttlMs: 86400000 # 24 hours
# Graph memory
graph:
enabled: true
maxNodes: 10000
maxEdges: 50000
# Typed memory (MIRIX six-type system)
typed:
enabled: true
pruneThreshold: 0.3
# Coordinated decay across belief / agentic / adaptive / MobiMem (#5097)
decay:
enabled: true
decayIntervalMs: 3600000 # 1 hour
agenticMaxEntries: 10000
# Security configuration
security:
# Allowed paths for file operations
allowedPaths:
- ./
- /tmp
# Sandbox execution mode: none, policy, container
sandbox:
mode: policy
fallbackMode: none
resourceLimits:
memory: 512m
cpu: 2
timeout: 300s
maxProcesses: 10
# Rate limiting
rateLimit:
enabled: true
requestsPerMinute: 60
# Workflow configuration
workflows:
# Directory containing workflow templates
templateDir: ./workflows
# Maximum parallel steps
maxParallelSteps: 5
# Step timeout
stepTimeoutMs: 300000 # 5 minutes
# Logging configuration
logging:
level: info # debug, info, warn, error
format: json # json, pretty
file: null # Optional log file path
Environment Variables
All configuration can be overridden with environment variables:
Every NEXUS_* variable is validated at startup against
packages/nexus-agents/src/config/env-schema.ts. A name the schema does not
recognize is reported as unknown, with a typo suggestion — including a name
that is correct and documented here but absent from the schema, which is how
NEXUS_DATA_DIR came to be flagged (#4722). A variable added to this document
must be added to the schema in the same change, and a test now cross-checks the
two lists so they cannot drift apart again.
Core Variables
| Variable | Description | Default |
|---|---|---|
NEXUS_CONFIG_PATH |
Path to config file | ./nexus-agents.yaml |
NEXUS_LOG_LEVEL |
Logging level (debug / info / warn / error) |
info |
NEXUS_CONSOLE |
Force console.* on/off. 0 always off; 1 always on; unset → on for CLI, off for stdio-MCP, on for HTTP-MCP |
unset |
NEXUS_DATA_DIR |
Explicit runtime data root. Overrides the per-repo/cross-repo split (#2872) | per-repo .nexus-agents/ |
NEXUS_REPO_PREFERRED |
Boolean: false/0 opts out of the per-repo data dir (epic #2872). One accept-set since #5464 — 0 alone opted out before |
1 |
NEXUS_TMPDIR |
Scratch root for short-lived working files — throwaway worktrees, generated MCP configs, system-prompt files (#4412). Unset resolves to <dataDir>/tmp, inside the already-gitignored .nexus-agents/ tree; falls back to os.tmpdir() if neither can be created |
<dataDir>/tmp |
NEXUS_PORTABLE_MODE |
Force portable (sandbox-friendly) data dir. 0 opts out of auto-detect; 1 forces on; unset → heuristic (writable home, container env vars) |
unset (heuristic) |
NEXUS_GITIGNORE_AUTO |
Boolean (true/1, false/0); false silences the auto-append of .nexus-agents/ to the repo’s .gitignore (#5155) |
1 |
NEXUS_BUDGET_ENFORCE |
Boolean (true/1/false/0): caps per-run token spend for run_pipeline (estimate-relative ceiling) and, since #4754, run_workflow (only when the call sets maxTokens — no estimated default, which would sit far below real step spend; otherwise budget.status is not_enforced. Checked before each phase and before each step is dispatched — steps already running are not halted, and a run where any step reported no usage is reported unmeasured). Previously only 1 was read; =true was a silent no-op (#5155). |
0 |
NEXUS_BUDGET_TOLERANCE |
Overrun-tolerance multiplier for routing budget capping (resolveBudgetTolerance, #3262). Must be a float >= 1.0 (e.g. 1.5 allows up to 150% of nominal budget). |
1.5 |
NEXUS_DYNAMIC_MODELS |
Boolean (true/1/false/0): enable live model discovery as a registry source. Previously only true was read; =1 was a silent no-op (#5155). |
0 |
NEXUS_NO_SCAFFOLD |
1 disables scaffolding of missing docs/ registry files on read |
unset |
NEXUS_CONTEXT_RETRIEVER_INJECT |
Boolean (true/1 enables); inject priorMemorySummary from ContextRetriever into orchestrate / execute_expert inputs (#2792, #2921, #5155) |
0 |
NEXUS_CONTEXT_RANKED |
1 renders the unified cross-ranked memory prefix (rankedMemories) instead of per-backend sections; flag-off output is byte-identical (#3236) |
0 |
NEXUS_REPO_MAP |
1 attaches a ranked, token-budgeted repo-map (module import graph, PageRank centrality) for structural tasks only; pull-shaped/rank-gated (never pushed onto every call), import-graph-only (no call-site data), flag-off output is byte-identical (#4254) |
0 |
NEXUS_LLM_CLASSIFICATION |
Boolean: true/1 permits an LLM call to classify a pipeline task when keyword scoring finds no evidence at all. Off by default: the gate guarding this call was unreachable until #4677 (a Math.max(…, 1) floor pinned confidence at 1/3 against a < 0.2 gate), and measurement put the newly-reachable rate at ~60% of realistic goals — one LLM call each. Enabling it is a cost decision, not a restoration |
0 |
NEXUS_META_SHADOW_TRAIN |
Boolean: true/1 feeds live run dispatch outcomes into the MetaOrchestrator shadow selector and persists them to learning/meta-outcomes.jsonl (feature values only, no task text) for cross-process learning; stays shadow-only — never alters what runs or feeds enforce. Requires learning persistence enabled (#3593) |
0 |
NEXUS_ROUTE_MODEL_SELECTION |
Boolean: true/1 lets the CompositeRouter resolve a concrete model from the computed difficulty tier at route time (resolveModelForTier, #3394) |
false |
NEXUS_ROUTE_MODEL_SHADOW |
Boolean: true/1 records, per outcome-joined routing decision, the model the tier resolver WOULD have picked vs the model actually used, to learning/model-selection-shadow.jsonl (CLI slot, tier, model ids, success only — no task text) for the offline flip eval; shadow-only — never alters routing. The log is append-only/unbounded; readers apply a 30-day lookback (matches meta-outcomes.jsonl). Requires learning persistence enabled (#4197) |
0 |
NEXUS_VERSION_CHECK |
Startup warning if the build lags the latest published version (#3283); one npm-registry call. 0 disables; skips dev + CI |
1 |
Model Provider Keys
| Variable | Description |
|---|---|
ANTHROPIC_API_KEY |
Claude API key |
OPENAI_API_KEY |
OpenAI API key |
GOOGLE_AI_API_KEY |
Google AI (Gemini) API key |
GEMINI_API_KEY |
Alias for GOOGLE_AI_API_KEY (checked by the Gemini auth probe when GOOGLE_AI_API_KEY is unset) |
OPENROUTER_API_KEY |
OpenRouter API key (for free-model adapters; also a path to Bedrock/Vertex/Azure — see CLOUD_PROVIDERS.md) |
OLLAMA_HOST |
Ollama server URL (default: http://localhost:11434) |
NEXUS_CUSTOM_API_BASE_URL |
Deprecated alias for NEXUS_OPENAI_COMPAT_URL (#4392); read only when the replacement is unset, and only by the single-model custom-openai path — see Deprecated (#4392 increment 3) |
NEXUS_CUSTOM_API_KEY |
Deprecated alias for NEXUS_OPENAI_COMPAT_KEY (#4392); read only when the replacement is unset, and only by the single-model custom-openai path |
NEXUS_CUSTOM_MODEL |
Model id for the single-model custom gateway path (default: gpt-5.5, CUSTOM_API_DEFAULT_MODEL in config/defaults.ts, #4408). Not deprecated. With a discovered gateway, the claude/codex/gemini slots no longer fall back to it: see NEXUS_GATEWAY_MODEL_<FAMILY> (#6604) |
NEXUS_CUSTOM_API_SURFACE |
OpenAI API surface the single-model custom-openai path calls (#6645): chat (default) posts to <base>/chat/completions, the surface OpenAI-spec gateways commonly serve; responses posts to <base>/responses (the Responses API) for an endpoint that serves it. Any other value is refused when the adapter is built. Also applies to the direct OpenAI adapter (OPENAI_API_KEY) when OPENAI_BASE_URL names a host other than api.openai.com, where the default is likewise chat (#6654); with OPENAI_BASE_URL unset or naming api.openai.com that adapter keeps the Responses API and this variable is not read. Does not affect the discovered per-model gateway adapters, which always use chat completions |
NEXUS_GATEWAY_MODEL_<FAMILY> |
NEXUS_GATEWAY_MODEL_ANTHROPIC, NEXUS_GATEWAY_MODEL_OPENAI, NEXUS_GATEWAY_MODEL_GOOGLE (#6604). When the gateway (NEXUS_OPENAI_COMPAT_URL/KEY) was discovered, a claude, codex or gemini slot whose CLI is not available (not installed, unhealthy or logged out; a router arm re-checks after an authentication failure) is served by a gateway model of its own family: Anthropic, OpenAI or Google. By default the family’s best chat model is used (realtime, audio, transcription, TTS, image, live and video ids never count). Tier comes first (flagship, then mid such as sonnet/mini/flash, then small such as haiku/nano/lite), then the /models created stamp when every model has one, then the generation parsed from the id. A vendor -latest alias and a date stamp in an id only break ties. This variable pins the family’s model instead. An id missing from the discovered catalogue, or classified as another family, is ignored with a warning, and the default order applies. An id whose vendor cannot be classified is honoured, with a warning. A slot whose family the gateway does not serve uses a same-family direct API key if one is set. Otherwise it is unavailable: it gets no router arm when its CLI is not installed, and it never falls back to another family or to NEXUS_CUSTOM_MODEL. A gateway-served slot is priced by NEXUS_GATEWAY_COST, so with that unset the router’s budget filter excludes it. The mapping is logged at startup. Without a discovered gateway nothing changes |
NEXUS_GATEWAY_COST |
What a gateway arm costs (#4392): free | local | priced | priced:<inputPer1M>,<outputPer1M>, optionally endpoint-scoped as endpoint=decl[;endpoint=decl] with at most one bare declaration applying to every gateway. free/local price at $0; bare priced uses the registry rate of the model the gateway lists first, or of NEXUS_CUSTOM_MODEL for api:custom-openai — with neither it is fail-closed like UNDECLARED, never the display slot’s rate (#6404); priced:<in>,<out> is a flat per-1M rate. Unset or invalid means UNDECLARED: the task-class cost ceiling and the per-task budget (checkBudget, #6393) both exclude the gateway (fail-closed) and doctor warns; the exclusion is recorded on BudgetRoutingResult.unpricedArms with its reason. nexus-agents init --opencode writes openai-compat=free into the MCP block it generates — scoped to the providers.openai-compat gateway the bridge reads, not a bare free; edit the value in mcp.nexus-agents.environment to override (openai-compat=priced:<in>,<out> for a metered proxy) and a re-run keeps the edit |
NEXUS_OPENAI_COMPAT_URL |
OpenAI-compatible gateway URL (epic #2500, child #2503). Paired with NEXUS_OPENAI_COMPAT_KEY it configures BOTH the single-model custom-openai path (formerly NEXUS_CUSTOM_API_BASE_URL, #4392 increment 3) and the gateway path — model discovery, in-process voter transport, the api:<endpoint> arm. Wins over NEXUS_OPENCODE_CONFIG |
NEXUS_OPENAI_COMPAT_ENDPOINT |
Endpoint identity the OpenAI-compat gateway registers as (#4392 step 2): the <endpoint> of its api:<endpoint> arm in the adapter registry and the circuit breaker, and the key a scoped NEXUS_GATEWAY_COST entry names it by (<endpoint>=free). Lowercase alphanumerics plus . _ -, 1–64 chars, never the URL, and never a built-in vendor segment (anthropic, openai, google) — that would register the gateway as a vendor arm, where its NEXUS_GATEWAY_COST declaration is unreachable (#6409). Default openai-compat (the providers.openai-compat key of opencode.json); an invalid value is reported at startup and the default applies |
NEXUS_OPENAI_COMPAT_KEY |
API key for the OpenAI-compat gateway (paired with NEXUS_OPENAI_COMPAT_URL — both required); replaces NEXUS_CUSTOM_API_KEY (#4392 increment 3) |
NEXUS_OPENAI_COMPAT_MODELS |
Allowlist of gateway model ids (#6600): comma-separated, * is a wildcard (anthropic/*,gemini-2.5-pro). Applied after duplicate and non-chat models (embedding, TTS, image, moderation, audio, rerank) are removed and BEFORE the 256-model adapter cap, so a gateway listing more models than the cap serves the ones named here instead of refusing discovery. An entry that matches no listed chat model is warned. Unset or empty means no allowlist; a catalogue over the cap is then refused with an error naming this variable |
NEXUS_OPENAI_COMPAT_AUTH_HEADER |
Header that carries the gateway key instead of Authorization: Bearer <key> (#6608), e.g. api-key for Azure-style gateways. The bearer header is then not sent. Applies to discovery and every completion. An illegal header name is warned (name of the variable and the reason, never the key) and the bearer default applies. See Gateway behind a corporate network |
NEXUS_OPENAI_COMPAT_EXTRA_HEADERS |
Extra static headers on every gateway request (#6608): Name=value,Name2=value2, whitespace trimmed. The whole value is refused (warned, no extra headers sent) on a newline or other control character, an entry without =, an illegal or duplicate name, Authorization, or the header named by NEXUS_OPENAI_COMPAT_AUTH_HEADER. Values are never logged |
NEXUS_OPENCODE_CONFIG |
Path to an opencode.json whose providers.openai-compat.options.{baseURL,apiKey} configures the OpenAI-compat adapter (fallback when the _URL/_KEY pair is unset) |
SEMANTIC_SCHOLAR_API_KEY |
Optional. Lifts research_discover’s semantic_scholar source past the unauthenticated 429 ceiling (#2234). Apply at https://www.semanticscholar.org/product/api#api-key-form |
Security Variables
| Variable | Description | Default |
|---|---|---|
NEXUS_SANDBOX |
Sandbox flavor string (e.g. docker-opencode) set by the host image; a signal for sandbox-detection and doctor, it restricts nothing (#5026, #5695) |
unset |
NEXUS_SANDBOX_ROOT |
Sandbox root directory for the sandbox executor | unset |
NEXUS_SUBPROCESS_ENV_ALLOWLIST |
Boolean (true/1, false/0); false disables the spawned-CLI env allowlist (#2865, #5155) entirely — full passthrough (minus CLAUDECODE). Blunt escape hatch; re-leaks cross-vendor keys. Prefer NEXUS_SUBPROCESS_EXTRA_ENV. |
unset (allowlist on) |
NEXUS_SUBPROCESS_EXTRA_ENV |
Comma/space-separated list of additional env-var names to forward to spawned CLIs, e.g. a custom gateway key (#4037). Keeps cross-vendor isolation; forwards only the named vars. | unset |
NEXUS_SENSITIVE_REFS |
Comma/space-separated org/gov reference terms scrubbed from auto-filed issue text (#3382 opsec). Intentionally not hardcoded — set your org’s terms here. Unset ⇒ no scrubbing. | unset |
NEXUS_AUTH_ENABLED |
Enable MCP auth (applies only to network transports; no effect on the default stdio MCP) | true |
NEXUS_CUSTOM_API_ALLOW_PRIVATE |
Boolean (true/1, false/0): SSRF guard escape hatch allowing custom/OpenAI-compat gateway URLs to target private or loopback IP addresses (#4392) |
unset (fail closed) |
NEXUS_DRIFT_ADVISORY |
Model-string drift CI gate: any value except 0 (incl. unset) = advisory (warn); 0 = blocking (#2199). CI sets 0 to enforce. |
unset (advisory) |
NEXUS_DRIFT_ADVISORY is script-scoped: it is read by
scripts/check-model-string-drift.ts and never by the server, so it is
deliberately absent from the runtime env-schema, which validates the server’s
own process env. Setting it affects the CI gate, not a running server (#5159).
Orchestration Variables
| Variable | Description | Default |
|---|---|---|
NEXUS_V2_MODE |
V2 pipeline mode (off/partial/full) |
full |
NEXUS_AORCHESTRA |
AOrchestra dynamic agent planning | true |
NEXUS_AORCHESTRA_DISPATCH |
AOrchestra worker dispatch | true |
NEXUS_WORKER_MAX_CALLS |
Max model calls per orchestrate invocation | 6 |
NEXUS_MAX_CONCURRENT_EXPERTS |
Expert pool semaphore capacity | 6 |
NEXUS_ALLOW_MOCK_ORCHESTRATION |
Allow mock orchestration (test/CI only) | false |
NEXUS_ALLOW_SIMULATE |
Explicit opt-in (1) for simulateVotes: true outside test runners (demos only — simulated votes are random, #4170). Unset = such requests are rejected with a permission error |
unset (fail closed) |
NEXUS_DISABLED_CLIS |
Comma-separated CLIs to take out of service (claude, gemini, codex, opencode; trimmed, case-insensitive), e.g. codex,gemini when a plan is out of quota (#6590). It disables the CLI transport (#6720): the binary is never spawned or probed, it gets no CLI voter seat, and doctor lists it and skips its probe. On a gateway host the family’s gateway model still serves the slot (router arm, pinned slot, fallback and delegate_to_model included) when the gateway lists that family, and gateway voter seats still land on that family; with no gateway, or no model of that family, the slot has no arm. On a gateway host a disabled CLI’s pinned slot is served by the gateway family model only, never by a same-family API key; with no family model it fails as unavailable. An unknown name warns once and is ignored. Disabling every CLI removes only the CLI adapters. With the default cli-first priority, an unpinned call then falls back as it does with no CLI installed: to ANTHROPIC_API_KEY, OPENAI_API_KEY or GOOGLE_AI_API_KEY in that order, then the custom-openai gateway adapter. It gets the no-adapter error only when none of these is set, and cli-only always throws. On a host with no gateway, a pinned disabled slot is served by another available CLI when there is one, and otherwise takes the same API-key fallback |
unset (none disabled) |
NEXUS_ALLOW_SIMULATE scope notes (#4170). Test-runner detection trusts VITEST=true / NODE_ENV=test — a server started with an inherited test environment therefore disables the ban. The gate covers the MCP tool surface (consensus_vote, run_pipeline, run_dev_pipeline, pr_review, supply_chain_tradeoff_panel); programmatic library consumers (e.g. createAgentStages / executeVoting via the package exports) sit below the gate by design.
Scheduled improvement_review (#3229). Periodically runs improvement_review server-side so its signal.fitness_declined fires without manual invocation, feeding the self-tuning loop:
| Variable | Description | Default |
|---|---|---|
NEXUS_IMPROVEMENT_REVIEW_INTERVAL_MS |
Poll interval in ms. 0/unset disables. Suggested opt-in: 21600000 (6h) |
0 (off) |
NEXUS_IMPROVEMENT_REVIEW_FILE_ISSUES |
Whether the scheduled run files GitHub issues (separate opt-in — avoids spam) | false |
The scheduled run is analysis-only by default (emits signals, files no issues); NEXUS_IMPROVEMENT_REVIEW_FILE_ISSUES=true is a deliberate, separate opt-in (the tool’s 5-issues/run rate-limit + open-issue dedup are backstops, not the primary guard).
Learning & Memory Variables
| Variable | Description | Default |
|---|---|---|
NEXUS_PERSIST_LEARNING |
Cross-session routing persistence (boolean; false/0 disables) |
true |
NEXUS_STRATEGY_DISTILLATION |
Strategy distillation only (boolean; false/0 disables) |
true |
NEXUS_REFLECTIVE_MEMORY |
Reflective memory retrieval (shadow/true/false) |
shadow |
NEXUS_BILLING_MODE |
Cost mode (plan=strongest model wins, api=cost-aware) |
plan |
NEXUS_TUNE_ENFORCE |
Self-tuning loop: apply bounded routing demotions | true |
Outcomes and distilled routing rules persist to ~/.nexus-agents/learning/ — this is cross-repo state (shared across all your projects) and is not affected by the per-repo data dir (epic #2872). When persistence is enabled, routingMemory, strategyDistillation, and preferenceRouting also auto-enable (no separate config needed). Opt out with NEXUS_PERSIST_LEARNING=false.
NEXUS_STRATEGY_DISTILLATION — distilled routing rules (#6512). When it is on (the default), the first route in each process distills rules from the persisted outcome store if at least 50 eligible outcomes are newer than the last rules.json snapshot. Only delegate outcomes marked cliSource: 'executed', with a positive duration and a real CLI name, are eligible. false/0 turns distillation off without touching outcome persistence: the router builds no distiller, and it reads or applies no distilled rule. It overrides a config that enables routing.stages.strategyDistillation. nexus-agents doctor reports Distilled rules: N (A active; trained on E eligible outcomes; last distill: …).
NEXUS_TUNE_ENFORCE — the self-tuning routing loop (epic #3143 / #3147). The loop reacts to health signals (signal.swarm_unhealthy from SwarmObserver bottlenecks and adapter circuit-breaker failovers) by demoting an unhealthy CLI in routing. The same flag gates both the write (the TuneStage applies the demotion) and the read (the CompositeRouter folds it into candidate scoring), so the loop is either fully live or fully shadow — never half-wired.
true(enforce, default since v2.96) — asignal.swarm_unhealthyapplies a bounded routing demotion via the provenance-taggedTuneAdjustmentStore. Every demotion is recorded to the tamper-evident append-only audit chain as atune.demoteevent (verify withverify_audit_chain; tamper-evident, not tamper-proof — see the audit hash-chain threat model).false(shadow, opt-out) — the loop logs the demotion it would apply and records it to theintendedcounter, but routing is untouched. Use this to disable auto-tuning fleet-wide, or to observe the would-be behavior first:nexus-agents healthshowsappliedvsintendedper CLI under “Self-Tuning Demotions”.
The demotion is bounded by hard safety invariants so the loop is self-correcting, never a ratchet: demotion-only (a CLI is slowed, never boosted), floored at 0.5 (never zeroed out of routing — a sole-viable CLI is always still selectable), capped at 0.2 per step, and time-decaying linearly back to neutral over 30 minutes (a transient health blip auto-reverses). The channel is separate from the LinUCB real-outcome bandit. Opt out with NEXUS_TUNE_ENFORCE=false. See Self-Tuning Loop.
Files stored:
outcomes.jsonl— Append-only JSONL of task outcomesrules.json— Atomic JSON snapshot of distilled routing rules
Security & Governance Variables
| Variable | Description | Default |
|---|---|---|
NEXUS_ACCESS_POLICY_MODE |
ClawGuard reporting mode: off / audit / confirm_risky / enforce (#1977, #2279). No reader since #5108 — the access-constraint deriver that read it was deleted; the secret-path denylist it carried is now the PolicyFirewall secret-paths rule (warn today, enforce behind #4988). Still accepted by the startup validator so a value set from the AGENTS.md table is not reported as a typo; row and schema entry retire together under #6303 |
unset (no effect) |
NEXUS_REPUTATION_GATING |
Author-reputation tier gating: off / audit / enforce (#3122, epic #3118). Default flipped audit -> enforce in #4667 after measurement; this column said audit until #5382 corrected it. Read once per process at first use since #4992; a running MCP server needs a restart to pick up a change |
enforce |
NEXUS_FIREWALL_POLICY |
HostileInputFirewall rollout gate: off / audit / enforce (#5382, epic #5281). off is pre-#5382 behaviour exactly; audit reports wouldRefuse without refusing; enforce returns POLICY_REFUSED on a blocking violation. Defaults off — unlike the row above — because the firewall is a published API whose external callers would see a stricter default as a silent breaking change. Since #4992 the issue_triage and pr_review paths route through the firewall and honour this mode: audit logs a would-be refusal for the caller’s real access posture, enforce refuses the triage/review outright, and since #6309 also refuses an uncorroborated per-action decision at the firewall’s corroboration stage (recorded as refused, never dropped). Read once per process at first use since #4992; a running MCP server needs a restart to pick up a change |
off |
NEXUS_MCP_POLICY_ENFORCE |
Runs the MCP PolicyFirewall in enforce instead of the rollout default warn (#6431; the per-operator opt-in #4987/#4988 described before it had a reader). Same accept-set as every boolean flag: true/1 on, false/0 off, anything else reported invalid at startup and treated as off. In warn every rule is evaluated and every would-be denial is logged, none is applied; in enforce a denial fails the tool call. Overrides security.policy.policyMode, which is not read for the effective mode. The startup line reports the mode in effect and why: policyMode: enforce (NEXUS_MCP_POLICY_ENFORCE) or warn (rollout default). Whether enforce becomes the default is #4988 |
unset (enforce off) |
NEXUS_TASK_STATE_ENABLED |
Structured task-state log + Magentic-One ledgers (0/false to disable, #2278) |
enabled (v2.50+) |
NEXUS_CONTEXT_WARN_THRESHOLD |
Per-expert context-warning threshold (0..1] | 0.85 |
NEXUS_PR_REVIEW_RECORDS_PATH |
Forces the pr_review governance-record ledger path to an explicit absolute file. Escape hatch for MCP server processes whose process.cwd() has no .git ancestor, where cwd-based auto-detection silently fails to persist the record (#4278). Takes precedence over the per-call pr_review({ repoPath }) input and over cwd auto-detection. |
unset (cwd auto-detect) |
NEXUS_REPUTATION_GATING graduation path: off bypasses entirely; audit logs every violation and blocks nothing; enforce blocks. Author-reputation tier demotion in issue_triage (epic #3118). (The NEXUS_ACCESS_POLICY_MODE ladder that used to sit here — audit → confirm_risky → enforce — was retired with the ClawGuard deriver in #5108; the secret-path control it fronted is the PolicyFirewall secret-paths rule, whose enforce rollout is #4988.)
off— reputation never affects the enforced trust tieraudit— reputation is computed and the would-be demotion is logged + surfaced (trustAssessment.effectiveTrustTier/gatingMode), but the classifier tier is enforced. Collects telemetry on the demotion rate before enforcingenforce(default) — apply the reputation demotion at the policy gate (a suspicious author’s tier-gated actions are blocked)
Escape hatch: in every mode the maintainer allowlist (Tier 1) is authoritative — reputation can never demote an allowlisted/owner author. To clear a false-positive demotion for a specific user, add them to the allowlist; to disable gating fleet-wide, set off.
Timeout Variables
| Variable | Description | Default |
|---|---|---|
NEXUS_VOTE_TIMEOUT_MS |
Per-vote consensus timeout (ms). Clamped to [30000, 600000] (raised to 300s in #1640 — experts averaged 315s on complex proposals) |
300000 |
NEXUS_EXPERT_TIMEOUT_MS |
Expert handler timeout (ms). Clamped to [30000, 900000]; execute_expert floors at 120000. Picked per-category — complex (architecture/security_review/planning/devops/documentation) override defaults to complexMs |
300000 standard / 600000 complex |
NEXUS_WORKER_TIMEOUT_MS |
Worker subprocess timeout (ms) | 60000 |
Central timeout authority (#3734)
Timeouts are runaway-guards, not SLAs — each MCP tool maps to an operation class with a generous upper bound (the historical 60s MCP default was accidental + punitive). The class an unclassified tool falls back to is single-llm (300s).
| Class | Guard (default) | Covers |
|---|---|---|
interactive |
60000 |
fast local reads/writes (memory/query/list/get) |
single-llm |
300000 |
one expert/delegate call; CPU-heavy local (extract/search) |
multi-llm-panel |
900000 |
parallel voters/reviewers (consensus_vote, pr_review, …) |
pipeline |
1800000 |
multi-stage orchestration (run, orchestrate, run_pipeline, …) |
network-fetch |
120000 |
external discovery/catalog/repo fetches |
async-job-body |
3600000 |
the body of a backgrounded job (no request timeout) |
| Variable | Description | Default |
|---|---|---|
NEXUS_TIMEOUT_MULTIPLIER |
Float scaling EVERY class guard. Clamped [0.25, 10]. 2 doubles every guard, subject to each class’s ceiling. |
1 |
NEXUS_TIMEOUT_CLASS_INTERACTIVE_MS |
Override the interactive class guard (ms). Floored at 1000, × multiplier, then ceilinged at 3600000 (the MCP request ceiling). |
60000 |
NEXUS_TIMEOUT_CLASS_SINGLE_LLM_MS |
Override the single-llm class guard (ms). Ceiling 3600000. |
300000 |
NEXUS_TIMEOUT_CLASS_MULTI_LLM_PANEL_MS |
Override the multi-llm-panel class guard (ms). Ceiling 3600000. |
900000 |
NEXUS_TIMEOUT_CLASS_PIPELINE_MS |
Override the pipeline class guard (ms). Ceiling 3600000. |
1800000 |
NEXUS_TIMEOUT_CLASS_NETWORK_FETCH_MS |
Override the network-fetch class guard (ms). Ceiling 3600000. |
120000 |
NEXUS_TIMEOUT_CLASS_ASYNC_JOB_BODY_MS |
Override the async-job-body class guard (ms). Ceiling 7200000 (2h), not the MCP request ceiling — a backgrounded job has no MCP request (#5995). The default is unchanged; raising it is opt-in. Above the 3600000 MCP ceiling the body must prove liveness (#6162): runAsJob hands it a progress() heartbeat, and a body silent for 3 heartbeat intervals (interval = guard / 8, so 3/8 of the guard — 22.5 min at just over 3.6M, 45 min at 7.2M) is failed as wedged (no progress for N ms) exactly that long after its last heartbeat (a lazy watchdog measured from the record, not a poll tick) and its concurrency slot released before the guard fires. Every in-tree async body heartbeats (panels per settled seat, pipelines through the stage events they emit, orchestrate per stage transition and per agent model call, graph and workflow bodies per node or phase); a custom runAsJob body that never heartbeats is wedged by definition. At or under the ceiling nothing is watched and a wedged job still holds its slot for the whole guard. |
3600000 |
Resolution, one order for every class (#6162): max(envClassOverride ?? base, 1000) × multiplier, clamped once to the class ceiling — MCP_TIMEOUTS.maxMs (3600000) for every class that runs inside an MCP request, 7200000 for async-job-body, which runs outside any MCP request (#5995). The ceiling is applied to the product, so an override above it is reported as reduced rather than trimmed before the multiplier sees it; an override above 7200000 with a multiplier below 1 on a request-bound class resolves to min(override × multiplier, 3600000) and is attributed to the override. A value clamped away is reported at startup (Environment variable … had no effect). The near-timeout WARN for a backgrounded job fires at 0.5 of whatever guard it runs under, and the effective guard is logged once at job start; get_job_result and list_jobs expose a pending job’s lastProgressAt (its last heartbeat, absent when it never sent one) so a poller can tell slow from stuck. Explicit per-call and security.perToolTimeout overrides still win over the class guard.
Rate limiting, retries and circuit breakers are configured in the config file, not by environment variable.
NEXUS_RATE_LIMIT_*,NEXUS_RETRY_*andNEXUS_CIRCUIT_BREAKER_*were removed in #5903 — they were registered and documented but read by nothing that runs, so setting one changed nothing whileconfig getreported it asSource: (env). Usesecurity.rateLimit(see the config-file example above); retry and circuit-breaker behaviour is currently code-level, not operator-configurable.
Infrastructure Variables
| Variable | Description | Default |
|---|---|---|
NEXUS_EVENTBUS_ENABLED |
EventBus A2A bridge | true |
NEXUS_V2_POLICY_MODE |
Policy enforcement (off/warn/block); governs the V2 orchestrate pre-execution check (checkPipelinePolicy(task, 'execute')) |
block |
NEXUS_AUTO_REMEDIATE |
Autonomous remediation cycle (off/audit/enforce, #3653; default audit zero-write soak, #3769) |
audit |
NEXUS_POLICY_GATE_MODE |
Stage-boundary policy gate (off/warn/block, #3177): dev-pipeline’s consensus→execute gate, and any compiled gate node whose caller supplies a policyEnforcement bundle (none in-tree today); the V2 delegate graph declares no gate (#4657) |
warn |
NEXUS_JOB_RESULT_SOURCE |
Async job-result reader source (sidecar/task_state, #3090/#3693): task_state prefers+unions the Stage-2 task-state log; reader half of the sidecar→Stage-2 migration (epic #2631) |
sidecar |
NEXUS_MODELS_OVERLAY_PATH |
Path to a model-registry overlay manifest (#3185 hot-reload) | (unset) |
NEXUS_DISABLE_SESSIONS |
Disable session tracking | false |
NEXUS_DISABLE_METRICS |
Disable metrics tracking | false |
Gateway behind a corporate network (#6608)
These apply to the in-process OpenAI-compatible gateway path (model discovery
and the per-model adapters behind NEXUS_OPENAI_COMPAT_URL) and to the
single-model custom-openai SDK path, which applies the same auth header,
extra headers and proxy (#6629). CLI subprocesses get the proxy variables
through their own environment (subprocess-env.ts).
- Auth header.
NEXUS_OPENAI_COMPAT_AUTH_HEADERandNEXUS_OPENAI_COMPAT_EXTRA_HEADERS, above. - Proxy. Gateway calls honour
HTTPS_PROXY(for anhttps://gateway) orHTTP_PROXY(forhttp://), lowercase spellings first, and skip the proxy when the gateway host matchesNO_PROXY/no_proxy(*, a host, a domain suffix with or without a leading., optionally:port). The proxy must be anhttp://orhttps://URL; any other scheme is warned and gateway calls go direct. The proxy URL is never logged, since it can carry credentials. Measured on Node 22.22.3: the globalfetch, and so theopenaiSDK, does not read these variables unless the process was started withNODE_USE_ENV_PROXY=1(a loopback proxy saw no traffic without it). The gateway therefore gets an explicit proxy agent (undiciProxyAgent), so the variables apply withoutNODE_USE_ENV_PROXY; this was measured on Node 22.22.3 only. - Corporate CA.
NODE_EXTRA_CA_CERTSreaches gateway calls: measured on Node 22.22.3 against a self-signed loopback gateway, the globalfetch, theopenaiSDK, and the SDK through the proxy agent’s tunnel all failed withDEPTH_ZERO_SELF_SIGNED_CERTwithout it and succeeded with it. Node reads it once at startup, so set it in the server’s launch environment. - Private addresses. A gateway host that resolves to a private, loopback or
link-local address is refused unless
NEXUS_CUSTOM_API_ALLOW_PRIVATE=1. The startup warning names that variable and says the gateway is not in use; under sandbox mode the server exits instead. - Gateway down at boot. When discovery fails at startup because the
gateway is unreachable, returns an error or lists no models, the server
starts on CLI subprocesses and retries discovery on a later model call, at
most once every 60 s (the boot attempt starts the clock). Retries run only on
a call, never on a timer, and stop once the gateway is wired. Since #6659
every adapter the registry hands out triggers the retry, not only voting and
pr_review, and each re-detects once after a late discovery, so the default adapter and the family slots move onto the gateway. A DNS lookup that takes over 5 s fails the attempt closed and is retried; a DNS error fails open. A private-address refusal is not retried: fixing it is an environment change, which needs a restart.
Runtime internals, record paths and nesting guards (#5142)
These are read by production code and are registered in config/env-schema.ts.
They were previously unregistered, so setting one produced an “unknown variable”
warning at startup with a typo suggestion, even though the value was honoured.
| Variable | Description | Default |
|---|---|---|
NEXUS_MCP_DEPTH |
Nesting depth stamped on a child Codex MCP process; the adapter refuses to recurse past its limit. Set by the parent, not normally by a user | 0 (top level) |
NEXUS_SUBPROCESS_DEPTH |
Same idea for spawned CLI subprocesses (subprocess-env.ts), guarding runaway self-invocation |
0 (top level) |
NEXUS_JOB_MAX_CONCURRENT_TOTAL |
Global cap on in-flight async MCP jobs across all tools. 0 is meaningful — it disables async dispatch entirely |
built-in cap |
NEXUS_CI_HEALTH_MAX_BYTES |
Byte cap on the log slice ci_health_check reads before truncating |
built-in cap |
NEXUS_VOTE_RECORDS_PATH |
Overrides where consensus vote records are written. Relative paths resolve against the repo data dir and must not escape it | <dataDir>/governance/ |
NEXUS_VOTE_SIGNING_KEY |
SSH key scripts/append-ratification-record.ts signs a committed vote record’s hash with (#3927 item 4); --signing-key overrides. Unset: the agent key at <dataDir>/auth/vote-record-signing.key if generated (#6257), else appended unsigned. An owner-principal key needs --as-owner |
unset |
NEXUS_MODEL_REGISTRY_OVERLAY |
Path to a model-registry overlay manifest layered over the in-tree model data | unset |
Dynamic families. Two variable names are constructed at runtime, so they are matched by prefix rather than listed individually:
| Pattern | Description |
|---|---|
NEXUS_VOTER_MODEL_<ROLE> |
Pins the model for one voter role, e.g. NEXUS_VOTER_MODEL_ARCHITECT=claude-opus. <ROLE> is a VOTER_ROLES key, upper-cased |
NEXUS_JOB_MAX_CONCURRENT_<TOOL> |
Per-tool async job cap, e.g. NEXUS_JOB_MAX_CONCURRENT_ORCHESTRATE=2. <TOOL> is an MCP tool name, upper-cased |
A <ROLE> that is not a real voter role is still reported as an unknown
variable — the prefix match is checked against the canonical role list, not
accepted blindly.
Code-PR adapter activation (#3670) — ARMED but DORMANT
The autonomous code-PR adapter (#3670) is built and owner-approved (2026-06-19) but DORMANT. It is “armed”, not “active”: the owner approval satisfies the human-authorization gate, but it does not activate the push path. Activation is earned through conjunctive, falsifiable, evidence-based gates — every one must hold, and each is an independently checkable operational fact (never model output, never “the owner said so”).
A push is impossible unless ALL of the following conjunctive gates hold:
- Enable flag — the explicit OFF→on flag. There is no enable env var yet:
the flag is passed in as the
flagEnabledboolean on the readiness evidence (CodePrEnableReadinessEvidence/CodePrPushReadiness.flagEnabled), supplied by the operator wiring point that constructs the push input. The gate stays pure and reads no env for the flag. - Enable-vote ref — a recorded enable-vote ref (
enableVoteRef, non-empty), supplied on the readiness evidence alongside the namedowneracknowledgement. NEXUS_CODEPR_TOKEN— a least-privilege scoped credential that may open a feature-branch PR ONLY. It cannot merge, push tomain/master, force-push, or alter branch protections. It is an operator-provisioned env var read directly by the push seam (CODEPR_TOKEN_ENV), not part of the validatedvalidateNexusEnvset; absent or empty ⇒ a hardno_credentialsrefusal.guardsGreenSoak ≥ 50— at least 50 consecutive clean (zero guard-denial) dry-run plans, accrued automatically by theNEXUS_AUTO_REMEDIATE=auditsoak consumer. The streak is read from the durable soak store at push time, not from caller input — it cannot be forged.
Warning — setting the flag alone does NOT activate the adapter. Flipping
flagEnabledtrue (or recording the enable-vote, or provisioning the token) is necessary but never sufficient: every evidence gate above still applies, and any unmet gate fails closed. This is deliberate (per the DevX vote condition) so there is no “enabled but does nothing” confusion — the adapter is dormant until the soak is earned AND the scoped token is present AND the flag/vote/owner-ack are all recorded. Owner approval authorizes activation; it does not perform it.
See #3670 for the staged rollout (the push path is the gated capability; nothing here wires it to a live runtime trigger).
Audit-mode remediation soak: the operator store is the evidence path (#4224, #4279)
The enforce-readiness soak (learning/remediation-soak.jsonl, read by
remediation-readiness-collector.ts) only accrues when someone runs
nexus-agents auto-remediate. It is not a byproduct of normal work, so
without a scheduler the evidence the enforce gate depends on cannot accumulate —
it flatlined on 2026-06-17 despite heavy repo activity, and again at one record
for the five weeks before #4279 was re-verified. There is ONE evidence path (the
local operator cycle below) and one CI job that is deliberately not one:
1. The CI job is a smoke test, not evidence
(.github/workflows/remediation-audit-soak.yml, display name
“Remediation Audit Smoke (no readiness evidence)”). It runs the build then
nexus-agents auto-remediate in audit mode daily (cron: '17 7 * * *')
plus workflow_dispatch, and proves the audit path — collect → research → vote
→ append — runs end to end on the built CLI. It exports NEXUS_AUTO_REMEDIATE=audit
and asserts it before running, and the cycle entry point structurally withholds
repoRoot, so enforce cannot engage from CI. It keeps permissions: contents: read.
A green run is not progress toward #3769. The #4279 panel (5–2, Option B) declared the CI soak non-evidence, for three reasons that hold independently:
- Disjoint store. The job appends under a workspace
NEXUS_DATA_DIRthat lives only inactions/cache(evicted after 7 idle days). The readiness gate reads the operator store (~/.nexus-agents/learning/remediation-soak.jsonl); nothing bridges the two, and 43 green runs moved the gate by zero records.- Un-judged by construction. Readiness requires a NAMED evaluator and owner (
remediation-review mark/sign-off) — human acts. A bridged CI corpus would arrive withjudgedSelections: 0and failjudged-coverage,named-evaluatorandnamed-ownerregardless of its volume.- Self-authorship. Letting the job commit its records would widen the cron-triggered token to
contents: writeso the automation seeking enforce authority could author the evidence that grants it.The job also wires no model/gateway secrets, so its per-signal vote degrades to
no_quorumat zero LLM cost and its records carry novoteOutcome— thin even as smoke coverage. Treat it as an alarm that the audit path still runs, nothing more.
2. LOCAL cron / systemd timer — the evidence path. Readiness evidence comes
from your real ~/.nexus-agents telemetry, not a clean CI runner: a fresh
checkout has little of your outcome/decision-cost telemetry, so the
improvement_review signals it collects are thin and near-identical day to day.
If you operate nexus-agents day-to-day, schedule the audit cycle locally where
that telemetry lives. Audit mode is the default, so a bare invocation is soak-only
with zero writes:
# crontab -e — daily audit-mode soak against your real ~/.nexus-agents telemetry
17 7 * * * cd /path/to/your/repo && NEXUS_AUTO_REMEDIATE=audit nexus-agents auto-remediate >/dev/null 2>&1
Or as a systemd timer (~/.config/systemd/user/nexus-soak.service +
nexus-soak.timer with OnCalendar=daily) running the same command.
After a soak window, judge a batch with nexus-agents remediation-review and the
readiness gate reflects genuine soundness over real, plan-bearing selections.
Every tier’s record is judgeable — mark keys on the soak ref, never on whether a
dry-run was captured (#4279 Gap 2).
Watch the store, not the CI job. nexus-agents remediation-review readiness
prints a Soak store: line beside the verdict (#4279): UNMEASURED when the
store is empty, ALARM when it holds ≤1 record or has had no new record for
14 days (each cause named), fresh otherwise; --format json carries the same
signal as soakStore. A flatlined operator store is a stalled evidence path and
this is the only place it is reported — the CI smoke job cannot see it.
Known limitation —
dryRunResult(plan content) is not captured in the scheduled/local audit cycle. The p0dry-runaudit event that populates a soak record’sdryRunResultonly fires when adryRuncapability is wired into the deps —buildAutoRemediationDepsdoes not wire one, and there is no config/flag/env to enable it from the CLI. So accrued records carry the realsignalKey,category,priority,planStepCount, andreason(plusvoteOutcomeonly where LLM credentials are present — i.e. the local path, not credential-less CI, per the note above), a large improvement over the prior synthetic, uniform volume — but not the full dry-run plan text. This limits what an evaluator has to read; it does not limit what they can mark. Wiring adryRunadapter into the audit cycle so the accrued selections are fully plan-bearing is tracked as follow-up to #4224 (and would also need the dry-run auditdetailto carry plan content rather than justok/error).
On-demand MetaOrchestrator shadow-training soak (#4310)
The shadow-training MECHANISM has worked since #3593: with
NEXUS_META_SHADOW_TRAIN=1, executeGoal (the run{execute:true} engine)
feeds every live dispatch outcome into the MetaOrchestrator shadow selector
and appends a sanitized record — bandit feature values + a success flag only,
never task text — to learning/meta-outcomes.jsonl. But nothing ever
TRIGGERED it: training only fires on a live run call, and no CI/cron/CLI
ever made one, so the shadow-agreement evidence the #3552 shadow→route flip
decision depends on could not accumulate. .github/workflows/meta-shadow-soak.yml
and scripts/meta-shadow-soak.ts give it an organic feed, mirroring the #4224
remediation-audit-soak precedent above.
This is a FEEDER, not a router.
NEXUS_META_SHADOW_TRAIN=1is the only lever this soak pulls. It never alters which strategyrunactually dispatches, and it never feeds the enforce/routing path — the #3552 shadow→route flip stays a separate, human-gated change. The workflow asserts this invariant explicitly before running.
Goal sourcing (ratified for #4310): REAL backlog issues, not synthetic.
The script fetches open issues from the repo via gh issue list, formats
each as #<number>: <title> plus its first body paragraph, and deterministically
selects a bounded set (default 12, most-recent-first by issue number — a
reproducible proxy for recency). Synthetic goals would exercise the router on
a distribution that doesn’t resemble what run actually sees in production,
undermining the shadow-agreement evidence the flip decision depends on. The
selection/formatting logic is pure and unit-tested
(scripts/meta-shadow-soak-core.ts); the gh fetch and the live executeGoal
dispatch are the thin, untested-by-unit I/O edge (scripts/meta-shadow-soak.ts),
mirroring the curate-pr-review-harvest.ts / mine-pr-review-candidates-core.ts
split (#3847).
1. workflow_dispatch only — deliberately NO schedule: trigger. The #4224
audit-mode cycle costs zero LLM spend without credentials (createAutoAdapter
throws before any network call), but this soak dispatches REAL strategies
(dev-pipeline / pipeline / research / consensus) through real model gateways
when credentials are present, so a recurring cron would recur real API cost
with no CI-cost mandate to justify it. An owner triggers it manually from the
Actions tab as the evidence window needs topping up.
Secret-gated — skips cleanly, never fails, when no model-gateway credential
is configured. A check-secrets step inspects ANTHROPIC_API_KEY /
OPENAI_API_KEY / GOOGLE_AI_API_KEY / OPENROUTER_API_KEY (the same set
pr-review.yml checks) and every downstream step is conditioned on at least
one being present. Without one, the job reports “skipped” in the step summary
and exits green — this workflow is safe to leave present even before model
credentials are configured as repo secrets.
2. LOCAL on-demand run (no CI cost, uses your own credentials/telemetry):
NEXUS_META_SHADOW_TRAIN=1 pnpm exec tsx scripts/meta-shadow-soak.ts --count 12 --repo nexus-substrate/nexus-agents
Requires gh authenticated against the target repo (gh auth status) and
model-gateway credentials for whichever strategies the router selects. A goal
that routes to an unwired strategy (graph-workflow / spec / orchestrate /
single-shot) still accrues a failure shadow-training record — the
dispatcher records an outcome even for a no_executor dispatch — so even
those goals are not wasted soak volume. The script prints a summary: goals
run, meta-outcomes.jsonl record count before/after, and file size.
Stub vs. live: goal selection/formatting (
meta-shadow-soak-core.ts) is pure and fully unit-tested against fixtures — no network, no live models. Theghfetch and theexecuteGoaldispatch are real I/O with no stub or mock path; there is nosimulateVotes/synthetic-outcome mode by design (a mocked evidence trail would be worse than no evidence trail for a decision #3552 depends on).
Removed in 2.82.0 (#2977)
These 8 env vars were declared but never read by any production code (silent
no-ops). They have been removed from the env-schema; setting them is now an
error from validateNexusEnv. If you had any of them set, just unset them:
NEXUS_WORKERS_MAX, NEXUS_WORKERS_POOL_SIZE, NEXUS_WORKERS_IDLE_TIMEOUT,
NEXUS_WORKFLOW_MAX_PARALLEL, NEXUS_TEST_PARALLELISM,
NEXUS_EVALUATION_MAX_WORKERS, NEXUS_EVENTBUS_MAX_HISTORY,
NEXUS_SWARM_OBSERVER_MAX_EVENTS.
The matching WORKER_DEFAULTS.* config-set keys are also gone; config set WORKER_DEFAULTS.foo X now returns “key not found” instead of a false success.
Removed (#4180)
Three more env vars from the same silent-no-op class, missed by the #2977 sweep,
were declared in the env-schema but never read by any production code. They have
been removed; validateNexusEnv now flags them as unknown. If you had any of
them set, just unset them:
NEXUS_TEST_TIMEOUT_MS, NEXUS_TIMEOUT_CLISIMPLE, NEXUS_TIMEOUT_CLICOMPLEX.
The matching (equally unread) TIMEOUT_DEFAULTS.cliSimpleMs /
TIMEOUT_DEFAULTS.cliComplexMs defaults keys are also gone. Per-complexity CLI
timeouts were never driven by these knobs — they flow through the internal
per-CLI TIMEOUT_PROFILES (getTimeoutForCli).
Removed (#4939)
The last four variables of the getTimeout() family — NEXUS_TIMEOUT_CLI,
NEXUS_TIMEOUT_API, NEXUS_TIMEOUT_WORKFLOW, NEXUS_TIMEOUT_MCP — were
registered in the env-schema and read by nothing that runs: getTimeout() had
zero production callers, and the only observable effect of setting one was
config get TIMEOUT_DEFAULTS.cliMs answering Source: (env) for a value no code
consumed (the same false-positive #5903 removed for the rate-limit, retry and
circuit-breaker families). They are gone from the schema; validateNexusEnv now
reports them as unknown. If you had any of them set, just unset them. The
timeout knobs that ARE read are NEXUS_VOTE_TIMEOUT_MS, NEXUS_EXPERT_TIMEOUT_MS,
NEXUS_WORKER_TIMEOUT_MS, NEXUS_TIMEOUT_MULTIPLIER and the
NEXUS_TIMEOUT_CLASS_*_MS family documented above.
Deprecated (#4392 increment 3)
NEXUS_CUSTOM_API_BASE_URL and NEXUS_CUSTOM_API_KEY are deprecated aliases of
NEXUS_OPENAI_COMPAT_URL and NEXUS_OPENAI_COMPAT_KEY. Each is resolved
new ?? old per variable (the GEMINI_API_KEY → GOOGLE_AI_API_KEY precedent),
trimmed, with an empty value meaning unset. Both stay registered in the
env-schema — setting one is not reported as a typo — and both are dropped in the
next major (#6291). NEXUS_CUSTOM_MODEL is not deprecated.
What the legacy names still do, and what they do not (panel decision, option C):
- They configure only the single-model
custom-openaipath — theSdkAdapterbehindcreateAutoAdapterand theapi:custom-openairouting arm underNEXUS_BILLING_MODE=api, pinned toNEXUS_CUSTOM_MODEL. - They do not configure the gateway path. Model discovery
(
GET /v1/models), in-process voter transport and theapi:<endpoint>arm are reached throughNEXUS_OPENAI_COMPAT_URL/NEXUS_OPENAI_COMPAT_KEYonly. Renaming is what opts you in — an operator who keeps the legacy names gets exactly the behaviour they had before.
How you find out: one startup warning names each deprecated variable that is
set, whether it is honoured or ignored because the replacement is also set, and
the replacement — never a value. nexus-agents doctor prints the same per
variable under Voter transport (⚠ … is deprecated — use … (alias until the next major, #6291)); it is a warning, not a failure. validateNexusEnv returns
them in deprecatedVars without logging (the resolver already did).
nexus-agents setup --custom-api writes the new names.
Removed (#5665)
NEXUS_AUTH_METHOD was registered and documented (default token) but never
reached enforcement: initializeAuth reads security.auth.method from the
config file only, and the variable’s sole reader was the startup log line
(#5663). It has been removed from the env-schema by panel decision (3/3,
remove rather than wire — same reasoning as #2977 / #4180); validateNexusEnv
now reports it as unknown. Set security.auth.method in the config file
instead.
Model Configuration
Default Model
The default model is used when no specific model is requested:
models:
default: claude-sonnet
Model Tiers
Models are organized into tiers for automatic routing:
models:
tiers:
fast:
- claude-haiku # Quick, simple tasks
- codex-5.1-mini
balanced:
- claude-sonnet # Most tasks
- codex-5.2
powerful:
- claude-opus # Complex reasoning
- codex-5.3
The router selects the appropriate tier based on task complexity.
Model-Specific Settings
Override settings for specific models:
models:
settings:
claude-opus:
temperature: 0.7
maxTokens: 8192
codex-5.3:
temperature: 0.5
maxTokens: 4096
Expert Configuration
Built-in Experts
Enable or disable built-in experts:
experts:
builtin: true # Enable code, architecture, security, performance, research
Custom Experts
Define domain-specific experts:
experts:
custom:
database_expert:
prompt: |
You are a database expert specializing in PostgreSQL,
query optimization, and schema design. You follow
database normalization principles and prefer
efficient, maintainable solutions.
tier: balanced
tools:
- read_file
- execute_command
capabilities:
- sql_analysis
- schema_design
- query_optimization
Expert Prompt Templates
Planned feature: Variable interpolation in expert prompts (
{{variable}}syntax) is not yet implemented. Thevariableskey shown below is not currently processed by the runtime. This section describes the intended configuration shape.
experts:
custom:
project_expert:
prompt: |
You are an expert for the {{project_name}} project.
The project uses {{language}} and follows {{style_guide}}.
variables:
project_name: nexus-agents
language: TypeScript
style_guide: Google TypeScript Style Guide
Routing Configuration
Budget Constraints
Control cost and resource usage:
routing:
budget:
tokenBudget: 1000000 # Max tokens per session
costBudgetUsd: 10.0 # Max cost per session
resetIntervalMs: 3600000 # Reset every hour
Per-Task-Class Cost Ceilings
Cap the per-task USD cost by task class (#4196, #4214). Each key is a
TaskCategory (architecture, code_generation, code_review, research,
security_review, planning, documentation, testing, devops,
exploration); a typo’d key fails config validation instead of silently
configuring nothing:
routing:
budget:
taskClassMaxCostUsd:
code_generation: 0.25 # Max $0.25 per code-generation task
research: 1.00 # Research tasks may spend more
Two things to know before relying on ceilings:
NEXUS_BILLING_MODE=apiis required. Ceilings are only enforced in cost-aware (api) billing mode. Under the defaultplanmode they are an annotated no-op — the routing decision reason carriescost weighting disabled: plan modeand no candidate is ever filtered.- Unpriced candidates fail closed. When a ceiling is configured for the task’s detected class, any candidate whose model has no registry pricing is excluded — an unknown cost is never allowed to slip under a configured ceiling. If every candidate exceeds the ceiling (or is unpriced), routing fails at the budget-filter stage rather than falling back to all-candidates.
Omit taskClassMaxCostUsd (or leave it empty) to disable ceilings entirely
(the default).
TOPSIS Weights
Adjust multi-criteria optimization:
routing:
topsis:
criteria: # weights must sum to 1.0
- { name: quality, weight: 0.5, beneficial: true } # prioritise quality
- { name: cost, weight: 0.3, beneficial: false } # consider cost
- { name: latency, weight: 0.2, beneficial: false } # some latency tolerance
For cost-sensitive deployments:
routing:
topsis:
criteria:
- { name: quality, weight: 0.3, beneficial: true }
- { name: cost, weight: 0.5, beneficial: false }
- { name: latency, weight: 0.2, beneficial: false }
LinUCB Bandit
Control exploration vs exploitation:
routing:
linucb:
alpha: 1.0 # Higher = more exploration
alpha: 0.5- Conservative, prefer known-good modelsalpha: 1.0- Balanced exploration (default)alpha: 2.0- Aggressive exploration, try new combinations
Advanced Routing Stages (Optional)
Enable optional routing stages for specialized use cases:
routing:
stages:
# Confidence-based cascade routing (SATER-style escalation)
confidenceCascade: false
# Task capability matching (matches task requirements to model capabilities)
capabilityMatch: false
# Quality-constrained routing (RouteLLM-style cost/quality tradeoff)
qualityConstraint: false
These stages are disabled by default for backward compatibility. Enable them to add additional routing intelligence:
| Stage | Purpose | Use When |
|---|---|---|
confidenceCascade |
Escalate to more powerful models on low confidence | Quality-sensitive tasks |
capabilityMatch |
Match task type to model capabilities | Diverse task workloads |
qualityConstraint |
Enforce quality thresholds with cost awareness | Balancing quality and cost |
Memory Configuration
Session Memory
Configure conversation context:
memory:
session:
maxEntries: 1000 # Max memories per session
ttlMs: 86400000 # 24 hour TTL
pruneStrategy: lru # Least recently used
Graph Memory
Configure relationship tracking:
memory:
graph:
enabled: true
maxNodes: 10000
maxEdges: 50000
similarityThreshold: 0.6
Typed Memory (MIRIX)
Configure six-type memory system:
memory:
typed:
enabled: true
types:
core: true # Agent identity
episodic: true # Task experiences
semantic: true # Domain knowledge
procedural: true # Learned workflows
resource: true # External references
vault: true # Persistent storage
pruneThreshold: 0.3
Coordinated Decay
Configure the FADE-style decay sweep that MemoryDecayManager runs across the
belief, agentic, adaptive and MobiMem stores. Every key is optional; an unset
key falls through to the default in DEFAULT_DECAY_CONFIG
(packages/nexus-agents/src/mcp/tools/memory-decay.ts) — the schema carries no
second copy of the defaults. Before #5097 this manager was constructed with a
hardcoded {}, so none of these keys could reach it.
memory:
decay:
enabled: true # false disables the sweep entirely
decayIntervalMs: 3600000 # ms between automatic runs (default: 1 hour; minimum 1000)
beliefMaxAgeDays: 30 # prune superseded beliefs older than this
agenticMaxEntries: 10000 # importance-based eviction starts above this
agenticImportanceThreshold: 0.3 # 0-1; agentic entries below are evicted
adaptivePriorityThreshold: 0.2 # 0-1; adaptive entries below are evicted
mobimemEvictOnDecay: true # run MobiMem TTL eviction on each sweep
checkCrossReferences: true # keep cross-referenced items past the sweep
crossReferenceGracePeriodMs: 604800000 # 7 days
Validation happens at config load: counts and durations must be positive safe
integers (crossReferenceGracePeriodMs may be 0; decayIntervalMs has a
1000 ms floor because sweeps are not re-entrant and a sub-second cadence would
let them overlap), thresholds must lie in [0, 1], and a bad value fails
startup with the offending path named (memory.decay.decayIntervalMs, for
example). The server logs one line at activation —
MemoryDecayManager activated (Phase 5 #746) — carrying the effective value of
every key, read back from the manager, plus a source field: config when the
MCP server applied nexus-agents.yaml, or
defaults (configureToolMemory never called) on CLI paths (composite-router,
dev-pipeline, graph-executor) that build the memory singleton without loading
the file. Defaults on those paths are therefore labelled as such rather than
passing for a file that happened to say the default.
Security Configuration
Sandbox Mode
Choose execution isolation level:
security:
sandbox:
mode: policy # none, policy, container
fallbackMode: none
| Mode | Description | Security |
|---|---|---|
none |
No sandboxing | Development only |
policy |
Command allowlist | Medium |
container |
Docker isolation | High |
Resource Limits
For container mode:
security:
sandbox:
resourceLimits:
memory: 512m
cpu: 2
timeout: 300s
maxProcesses: 10
Policy Firewall
Every locally registered MCP tool call is evaluated by the PolicyFirewall (src/mcp/middleware/policy.ts) under an execution mode:
security:
policy:
defaultMode: read-write # default; read-only is the operator's lock (see below)
policyMode: enforce # default, but NOT the effective mode — see NEXUS_MCP_POLICY_ENFORCE
| Key | Values | Effect |
|---|---|---|
defaultMode |
read-write (default) |
The mode every tool call is evaluated under. Mutation tools (the manifest entries with readOnlyHint: false — consensus_vote, run_dev_pipeline, memory_write, …) are allowed; the path rules (safe-paths, secret-paths) still apply. |
read-only |
An operator opt-in lock: the deny-mutations-without-mode rule forbids every tool the manifest classifies as a mutation, any unclassified tool, and run { execute: true } as its selected strategy’s tool (run_dev_pipeline, run_pipeline, consensus_vote, …), for this host. In the default warn mode each such call is logged as a would-be denial and still runs; once the firewall enforces (NEXUS_MCP_POLICY_ENFORCE=1) the calls fail. Set this only on a host that should never mutate anything through MCP. Default was read-only before #6431, which would have denied all mutation tools on enforcement day. |
|
policyMode |
enforce (default), warn |
Accepted but not read for the effective mode: NEXUS_MCP_POLICY_ENFORCE is the one switch (rollout default warn). Whether this key should govern the default is #4988’s decision. |
The startup Security configuration line reports both: policyMode (effective mode and its reason) and defaultExecutionMode.
Rate Limiting
Protect against abuse:
security:
rateLimit:
enabled: true
requestsPerMinute: 60
burstLimit: 10
Authentication (Network Transport)
Configure authentication for network-exposed MCP transports:
security:
auth:
enabled: true # Enable authentication
method: token # 'token' is the only implemented method; 'oauth2' is accepted but behaves as 'token' and warns (#5678)
tokenHeader: Authorization # Header name for bearer token
tokenFile: ~/.nexus-agents/auth/server-token # Token file path (auth/ is cross-repo)
Generate and manage auth tokens with CLI commands:
# Generate initial token
nexus-agents auth init
# Show token status
nexus-agents auth show
# Rotate token (invalidate old, generate new)
nexus-agents auth rotate
Note: Authentication is for network-exposed transports (HTTP, WebSocket). Stdio transport is inherently secure as it only communicates with the parent process.
Workflow Configuration
Template Directory
Specify where workflows are stored:
workflows:
templateDir: ./workflows
Execution Limits
Control workflow behavior:
workflows:
maxParallelSteps: 5
stepTimeoutMs: 300000
maxRetries: 3
retryDelayMs: 1000
Programmatic Configuration
When using nexus-agents as a library:
import { createServer, startStdioServer } from 'nexus-agents';
const result = await startStdioServer({
name: 'my-server',
version: '1.0.0',
config: {
models: {
default: 'claude-sonnet',
},
routing: {
enableLinUCBSelection: true,
budget: {
tokenBudget: 500000,
},
},
security: {
sandbox: {
mode: 'policy',
},
},
},
});
Inspecting Configuration
View the resolved configuration (merging defaults, file, and environment variables):
nexus-agents config show
Read a specific key:
nexus-agents config get models.default
Set a key in the config file:
nexus-agents config set models.default claude-haiku
Note:
nexus-agents config validatedoes not exist. The valid subcommands are:init,show,get,set,import.
Configuration Examples
Cost-Optimized
Minimize API costs:
models:
default: claude-haiku
routing:
budget:
costBudgetUsd: 1.0
topsis:
criteria:
- { name: quality, weight: 0.3, beneficial: true }
- { name: cost, weight: 0.6, beneficial: false }
- { name: latency, weight: 0.1, beneficial: false }
Quality-Focused
Maximize output quality:
models:
default: claude-opus
routing:
budget:
costBudgetUsd: 50.0
topsis:
criteria:
- { name: quality, weight: 0.7, beneficial: true }
- { name: cost, weight: 0.1, beneficial: false }
- { name: latency, weight: 0.2, beneficial: false }
CI/CD Pipeline
Fast, secure, cost-aware:
models:
default: claude-sonnet
security:
sandbox:
mode: container
rateLimit:
enabled: true
requestsPerMinute: 100
routing:
budget:
tokenBudget: 500000
costBudgetUsd: 5.0
logging:
level: warn
format: json
Configuration for Reusable Pipelines
A composed pipeline (research → vote → plan → run → review) inherits the same resolved config at every stage, so a single knob changes behavior fleet-wide. Three high-impact knobs and what they do across stages:
NEXUS_BILLING_MODE—plan(default) zeroes model cost in scoring, so routing’sZeroRouter/TOPSIS stages pick the strongest model regardless of price; every voter, planner, and worker in the pipeline trends towardclaude-opus-tier.apikeeps cost-aware routing, so the same pipeline shifts toward cheaper tiers under the session budget. Verified indecision-cost-recording.ts(default'plan') anddefaults.ts:298.NEXUS_DATA_DIR/NEXUS_REPO_PREFERRED— per-repo state (sessions,checkpoints,traces,runs,audit,pipeline,tasks,jobs,ci-health,governance) lands in<repo>/.nexus-agents/whenNEXUS_REPO_PREFERRED=1(default), so two checkouts keep independent run/audit history.NEXUS_DATA_DIRoverrides the split entirely. Cross-repo state —learning/,memory,voting,research,auth— always resolves to~/.nexus-agents/, so the routing-feedback loop is shared across projects regardless (nexus-data-dir.ts). Under the MCP server the “repo” is the workspace the client declares via the MCProotscapability (no env var needed): a globally-installed server learns the active workspace root from the connected editor/agent at handshake time, so per-repo state still lands in<repo>/.nexus-agents/even though the server’s own working directory is the npm global bin. Clients that don’t advertiserootsfall back to the server’s working directory, then~/.nexus-agents/(mcp/workspace-roots.ts, #3991).- Model tiers + sandbox —
models.tiers(fast/balanced/powerful) andmodels.defaultfeed the router at every stage;security.sandbox.mode(none/policy/container) bounds everyexecute_commandthe pipeline issues.
Project-level vs user-level
The loader selects one config file (first match wins): NEXUS_CONFIG_PATH, then ./.nexus-agents/nexus-agents.yaml or ./nexus-agents.yaml, then ~/.nexus-agents/nexus-agents.yaml. It does not merge a project file with a user file. Per-setting environment variables overlay the loaded file at consumption time, so use them — not a second file — for local overrides.
Commit the project file for shared, reproducible choices: models.tiers/default, routing weights, gate modes (NEXUS_POLICY_GATE_MODE, NEXUS_FIREWALL_POLICY), and security.sandbox.mode. Keep machine-specific settings out of the repo and set them per-user via env: API keys (ANTHROPIC_API_KEY, …), NEXUS_DATA_DIR, NEXUS_SANDBOX_ROOT, and NEXUS_BILLING_MODE. Committed config defines the team’s pipeline; each env var wins over it locally.
# nexus-agents.yaml (committed)
models:
default: claude-sonnet
tiers:
powerful: [claude-opus, codex-5.3]
security:
sandbox: { mode: policy }
# each teammate, locally (not committed)
export ANTHROPIC_API_KEY=...
export NEXUS_BILLING_MODE=api # cost-aware on a personal key
export NEXUS_DATA_DIR=/scratch/nexus
Related Documentation
- CLI Usage - Use configuration in CLI commands
- Workflow Templates - Create custom workflows
- Architecture Overview - Understand system design