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LICENSE IN eula","homepage":"https://xerg.ai","keywords":["xerg","ai","agents","finops","llm","openclaw","hermes","qm","cost","cli","cursor","analytics"],"description":"Find wasted AI spend in OpenClaw, Hermes, QM, Claude Code, and Cursor — plus any framework via event ingest.","maintainers":[{"name":"jasoncurry","email":"jason@xerg.ai"}],"readme":"# xerg\n\nRemote SSH and Railway collection requires CLI **0.35.2 or newer** to prevent configured paths from being interpreted as shell instructions. The separately reviewed skill pins the already-published CLI 0.35.2; remote access requires explicit target and evidence-path permission.\n\nFind wasted AI spend in OpenClaw, Hermes, QM, Claude Code, Cursor, and any framework that can export a JSON event payload.\n\n## Copy/paste to your agent and go:\n\n```text\nset up https://xerg.ai/skill.md\n```\n\nAudit data stays on your machine unless you choose to push it.\n\nThe agent reviews the skill first, then requests separate approval for installation or package download, local runtime inspection, workspace connection, payload preview, and upload as each stage applies.\n\nThe skill walks a terminal-capable agent through permission-gated setup, a first audit, and optional hosted push. Agents follow its independently reviewed, already-published CLI pin and `doctor --json` path, not the interactive `init` flow or the human `@latest` examples below. The reviewed CLI preserves its running version in package-runner recommendations, which the agent runs unchanged after version verification and approval. A newer skill, package, or version notice does not authorize an automatic upgrade; an approved installed CLI must also match the skill's reviewed version.\n\n**Keep your results.** Connect a free workspace only when you want a durable dashboard record: `npx @xerg/cli@latest activate --push-latest`.\n\n[See all setup paths →](https://xerg.ai/docs/quickstart)\n\nXerg audits AI spend in dollars, surfaces provenance-aware waste findings, compares fixes, and optionally connects hosted follow-up after the first local result.\n\nXerg runs locally by default. Local audits and `--compare` are free. Local commands remain telemetry-free and add no analytics call. Explicit hosted pairing and push requests include a fixed, content-free execution-context envelope; audit data leaves your machine only when you explicitly push results to Xerg Cloud.\n\nThe `npx @xerg/cli@latest` path fetches and executes the published npm package before running Xerg. If you want to avoid a runtime fetch, install once with `npm install -g @xerg/cli`.\n\nThe CLI is publicly installable from npm, but it is not open source. The public machine-readable integration contract is the MIT-licensed `@xerg/schemas` package.\n\n## Installation and discovery\n\n| Host or surface | Installation or discovery path | Review boundary |\n| --- | --- | --- |\n| Terminal-capable agent | [Canonical skill](https://xerg.ai/skill.md) | Review fetched content before use; this mutable URL does not pin a revision or install it persistently. |\n| Agent Skills hosts | [Public repository](https://github.com/xergai/skills), discoverable on [skills.sh](https://www.skills.sh/xergai/skills/xerg) | Use `skills@1.5.25` and an operator-reviewed full repository SHA; keep host and scope selection interactive. |\n| OpenClaw | [ClawHub `@xerg/xerg`](https://clawhub.ai/xerg/skills/xerg) | Select and review an exact skill version and its files; never substitute the bare `xerg` slug. |\n| Hermes | [Legacy discovery index](https://xerg.ai/.well-known/skills/index.json) or a reviewed raw GitHub Markdown URL | A full repository SHA in the raw URL fixes the source revision; the discovery index and hosted skill URL are mutable. |\n| Local folder import | The Xerg `SKILL.md` bundled inside the approved npm CLI package | Review the bundled file independently; its instructions can differ from the current skill release. |\n\nInstallation, package download, local inspection, remote access, workspace connection, payload preview, and upload require their own applicable approvals. A listing or successful installation does not certify the skill, authorize execution, or establish current artifact identity.\n\nThe accepted package and skill release is **0.35.3**. Its instructions deliberately select the independently reviewed CLI **0.35.2**; the release version and executable review pin are separate identities.\n\nFollow [reviewed revision installation](https://xerg.ai/docs/skill-bundle#install-a-reviewed-revision) or the [verified native host paths](https://xerg.ai/docs/skill-bundle#native-host-installation). The native installation checks cover OpenClaw 2026.9.4 on Node 24.16.0 and Hermes 0.21.0 at `29112bef099274229cadff79cdff7bf7b99c4b77` on Python 3.12.14; they do not certify model execution or other versions.\n\n## Fastest first run\n\nThis is the interactive human path. Agents: use the skill above instead — `init` is TTY-only.\n\n```bash\nnpx @xerg/cli@latest init\n```\n\n`init` is the default first-run path. It:\n\n- detects local OpenClaw, Hermes, or Claude Code data\n- runs a first audit and stores the local snapshot\n- prints the provenance-aware terminal summary\n- offers optional browser-approved hosted follow-up and `mcp-setup`\n\nPrefer a global install?\n\n```bash\nnpm install -g @xerg/cli\nxerg init\n```\n\n## Direct commands for explicit control\n\nIf you already know what you want, skip `init` and use the direct flows:\n\n```bash\nnpx @xerg/cli@latest doctor\nnpx @xerg/cli@latest doctor --runtime claude-code --json\nnpx @xerg/cli@latest audit\nnpx @xerg/cli@latest audit --details\nnpx @xerg/cli@latest audit --compare\nnpx @xerg/cli@latest audit --runtime claude-code\nnpx @xerg/cli@latest collect openclaw\nnpx @xerg/cli@latest collect hermes --state-db ~/.hermes/state.db\nnpx @xerg/cli@latest audit --runtime qm --fly-app <qm-core-app> --since 7d\nnpx @xerg/cli@latest audit --otlp-file ./openclaw.capture.jsonl\nnpx @xerg/cli@latest audit --cursor-usage-csv ./cursor-usage.csv\nnpx @xerg/cli@latest ingest --file payload.json\n# Optional: wrap newline-delimited events in one payload\nnpx @xerg/cli@latest ingest --file events.ndjson --ndjson\nnpx @xerg/cli@latest audit --json\nnpx @xerg/cli@latest audit --markdown\nnpx @xerg/cli@latest explain <item-id-or-prefix>\n```\n\nPlain audits use a compact, width-aware human report. `--details` selects the exhaustive terminal projection for `audit`, `ingest`, each `collect` command, and `doctor`. Agents and scripts should use `--json` and must not parse compact, detailed, or Markdown reports; those human-facing projections may evolve between releases.\n\nCursor CSV audits classify Grok Bot workloads, group cloud-agent calls by their exported ID, and show weekly allocation with observed on-demand charges. Included usage stays unpriced because the export supplies no dollar value. Cache-read share uses input tokens. `--week-start <weekday>` selects a weekly boundary at 00:00 UTC, defaulting to Monday; the account's reset day may differ. Workload classes, allowance, and weekly fields are available in local JSON. See [Cursor workload allocation](https://xerg.ai/docs/audit#grok-bot).\n\nUse these when you need non-interactive behavior, CI gates, JSON/Markdown output, or explicit runtime and path flags.\n\nXerg reports agent-runtime economics from the evidence each runtime exposes. Costs may be observed, locally estimated, or unpriced; they are not provider-invoice reconciliation. Provider-billing ingestion and runtime-to-FOCUS conversion are not current capabilities. See the [FOCUS retirement note](https://xerg.ai/docs/focus).\n\n## Bundled skill\n\nThe published `@xerg/cli` package includes the portable Xerg skill bundle inside the installed package at:\n\n```text\nskills/xerg/SKILL.md\n```\n\nFor a local project install, that usually resolves to:\n\n```text\nnode_modules/@xerg/cli/skills/xerg/SKILL.md\n```\n\nFor a global install, the same file lives inside the global npm package directory instead. The same canonical skill is also mirrored at [xerg.ai/skill.md](https://xerg.ai/skill.md). Use it if your agent platform imports skills from disk; installing the npm package does not automatically register the skill with every agent product.\n\nReview that skill revision independently: a skill's reviewed CLI can be older than the corrected skill itself. For Agent Skills registration, follow [Install a reviewed revision](https://xerg.ai/docs/skill-bundle#install-a-reviewed-revision) with the pinned installer and an operator-supplied full public-repository commit SHA, or import an already-reviewed local folder after permission. Agent and installation-scope choices remain interactive.\n\nThe bundled skill frontmatter declares the CLI/package surface plus optional Xerg Cloud and remote audit requirements so registries can distinguish the default local audit workflow from opt-in hosted sync and remote audit workflows.\n\n## Supported runtime\n\n`@xerg/cli` supports Node `22.15.0` and newer, excluding Node 23.0–23.7.\n\nIf you have access to the private Xerg source repository, `.nvmrc` pins the default toolchain to Node `24.14.0`.\n\n## Sample output\n\n```text\nXerg agent runtime audit\nRuntime/source: openclaw; 1 file (openclaw-otlp)\nActivity window: all observed activity\nMeasurement: observed and locally estimated economics; not invoice\nreconciliation.\n\nTruth limitations\n[WARNING] COVERAGE WARNING: Some sequence-dependent waste detectors were not\n          fully assessed. Identified waste covers assessed evidence only; zero\n          identified waste is not conclusive.\n\nEconomics and outcomes\nTotal spend:                $0.0100\nIdentified waste:           $0.0000 (0%)\nRuns:                       1\nModel calls:                1\nCalls with pricing:         1 / 1 calls\nRequest-sequence coverage:  1 / 1 requests (full)\nCost per successful run:    $0.0100\n\nAction queue\n- Fix now: none\n- Test next: none\n- Watch: none\n\nFindings\n- none detected\n\nSignals - observations, not classified waste\n- none observed\n\nTop workflows\n- openclaw-fixture: $0.0100 (100% observed)\n\nTop models\n- anthropic/claude-sonnet-4-6: $0.0100 (100% observed)\n\nCoverage summary and notes\n- Pricing: 1 priced, 0 unpriced calls\n- Sequence detection: full; 1 / 1 requests eligible\n- Source stability: stable\n- Note: Cost per outcome uses observed terminal states and declared outcomes;\n  runs without an outcome signal are excluded.\n\nMore detail\n- Compact view omits diagnostic appendices only.\n\n[INFO] Run the full local report.\nNext command:\n  xerg audit --runtime openclaw --otlp-file './capture.jsonl' --details\n```\n\n## Common commands\n\n```bash\nxerg init\nxerg audit --compare\nxerg outcome --workflow my-workflow --status success\nxerg activate --push-latest\nxerg mcp-setup\n```\n\nMore explicit examples:\n\n```bash\nxerg doctor --runtime openclaw\nxerg audit --runtime hermes\nxerg collect openclaw --output ./openclaw.capture.jsonl\nxerg audit --otlp-file ./openclaw.capture.jsonl\nxerg collect hermes --state-db ~/.hermes/state.db --output ./hermes.capture.jsonl\nxerg audit --runtime hermes --state-db ~/.hermes/state.db --otlp-file ./hermes.capture.jsonl\nxerg connect qm --fly-app <qm-core-app>\nxerg collect qm --fly-app <qm-core-app> --since 7d --output ./qm.jsonl\nxerg audit --runtime qm --qm-snapshot ./qm.jsonl\nxerg audit --since 24h --compare\nxerg audit --push\nxerg push\n```\n\n## Works where your agent data lives\n\n- Local/operator machine: OpenClaw logs/transcripts or an independent sanitized trace capture, Hermes, QM through a sanitized snapshot, strict direct reader, or Fly-contained exporter, Claude Code, and explicit Cursor usage CSV exports\n- Any other framework: export a Xerg event payload and run `xerg ingest --file payload.json`\n- VPS or remote server: OpenClaw only in this phase\n- If OpenClaw runs remotely, you can audit it from your local machine with `xerg audit --remote user@host`\n- Or point Xerg at exported files directly with flags\n\nRemote prerequisites:\n\n- SSH audits require `ssh` and `rsync` on your `PATH`\n- Optional legacy Railway audits require the `railway` CLI on your `PATH`\n\nRemote comparison identity includes the normalized `--since` window and, when mixed OpenClaw source authority is engaged, the source-authority version. `024h` and `24h` are equivalent, while a different window intentionally starts a separate comparison history. The first mixed remote `--compare` run after upgrading to 0.28.0 does not use a pre-0.28 baseline; the next mixed run with the same target, paths, and window compares normally. The newer OpenClaw accounting correction also starts a fresh comparison history for single-kind audits. A push across the mixed-source boundary has new economic and analysis fingerprints, so it may consume one Free snapshot or return the normal at-quota `429` response.\n\n## Default paths\n\nOpenClaw 2026.9.4 schema-19 databases are read through a consistent read-only transaction, including retained windows and verified archives. Use `--openclaw-db <file>` locally, or `--remote-openclaw-db <file>` and an optional absolute `--remote-reader-path <executable>` over SSH/Railway. Agent and session directory selections discover neighboring databases automatically. Historical JSONL remains readable. Explicit provider-billed zero is observed; calculated costs remain estimates. Opaque OTLP turns have unknown request counts, and accounting corrections start a new comparison history. See [audit source selection](https://xerg.ai/docs/audit) and [remote audits](https://xerg.ai/docs/remote-audits).\n\nBy default, Xerg checks:\n\n- OpenClaw: `/tmp/openclaw/openclaw-*.log`\n- OpenClaw: `~/.openclaw/agents/*/sessions/*.jsonl`\n- Hermes: the selected profile's `state.db` (preferred, read-only)\n- Hermes observer: `~/.hermes/xerg/events/` when the optional plugin is enabled\n- Legacy Hermes logs/transcripts are fallback inputs only where those files still exist\n- Claude Code: `~/.claude/projects/`\n- QM: no auto-probed path; configure explicitly with `xerg connect qm`\n\nUse explicit paths when needed:\n\n```bash\nxerg audit --runtime openclaw --log-file /path/to/openclaw.log\nxerg audit --runtime openclaw --sessions-dir /path/to/sessions\nxerg collect openclaw --output ./openclaw.capture.jsonl\nxerg audit --otlp-file ./openclaw.capture.jsonl\nxerg audit --runtime hermes --state-db ~/.hermes/state.db\nxerg audit --runtime hermes --hermes-events-dir ~/.hermes/xerg/events\nxerg collect hermes --state-db ~/.hermes/state.db --output ./hermes.capture.jsonl\nxerg audit --runtime hermes --state-db ~/.hermes/state.db --otlp-file ./hermes.capture.jsonl\nxerg audit --runtime claude-code --claude-code-dir /path/to/projects\nxerg doctor --runtime qm --fly-app <qm-core-app>\nxerg audit --runtime qm --fly-app <qm-core-app> --since 7d\nxerg audit --cursor-usage-csv ./cursor-usage.csv\nxerg ingest --file payload.json\n```\n\nA selected OpenClaw schema-19 database is authoritative for its agent and supersedes neighboring support transcripts. Database-selected audits exclude gateway economics even when the database is empty or has no calls in the requested window; required database or archive failures stop the audit without legacy fallback. SSH and Railway preserve this authority through sanitized staging and do not collect gateway logs for database-selected audits. For legacy-only inputs, when both gateway logs and session transcripts produce calls in the requested audit window, Xerg uses transcripts as the sole authority for every audit calculation and excludes gateway runs. This avoids additive counting when both files describe overlapping activity. Transcripts preserve agent identity, lineage, and per-tool evidence, but they can omit gateway-only activity and do not retain gateway-observed iteration structure. The report names the source decision and warns that activity and spend may be understated and findings may differ from a fully reconciled view. Legacy gateway-only and transcript-only audits retain their existing behavior when no database is selected; pass only `--log-file` for gateway logs. A `--sessions-dir` selection includes its authoritative neighboring database when present.\n\nMonetary and detector-coverage gates evaluate only the authoritative transcript result. A passing gate does not certify gateway-only activity that the mixed audit may have omitted.\n\nHermes profile controls: `--hermes-profile <name>` selects one home for audit,\ndoctor, or collect; `--all-hermes-profiles` on audit/doctor is a local-only rollup.\nThe latter cannot be pushed or exported as a Push payload, even for one database.\nThe same guard covers cached/file push, connect, activation, and dry runs.\nLocal JSON retains its scope. New hosted source registration needs explicit\nconfirmation and continuity checks; ambiguous caches or damaged/conflicting\nregistry data do not silently create a new source. Prepared single-source Push\nfiles preserve established retry metadata without registry reconstruction.\n\nTo bind an original database to an already-existing Hermes source, use its exact\nwire source key (for example `Hermes - host-name`), not the hosted `src_*` ID:\n\n```bash\nxerg hermes-source --state-db /absolute/original/state.db --bind-source 'Hermes - host-name'\nxerg hermes-source --restore\n```\n\nThese are alternative local recovery operations, not upload commands. Both verify\ndestination metadata and retained evidence; `--restore` requires a validated `.bak`\nregistry and preserves damaged bytes. Add `--db /path/to/snapshots.json` to select\nthe retained snapshot store. `--yes` asserts the binding or restore confirmation\nexplicitly; it does not bypass ambiguity, conflicts, or registry safeguards.\nAfter binding, cached `xerg push` can retain the original comparison key. A normal\nnative-default `audit --push` can establish its legacy binding after confirmation\nwhen the retained evidence and exact existing destination agree. Unresolved custom\nor opaque Hermes history without a consistent retained binding requires the\nexplicit command; established bindings do not need re-registration.\n\nFor schema-25/26 accounting, positive recorded costs win before supported\nexplicit known-zero status. Main-session residuals subtract only main-task rows;\nauxiliary usage remains included once. Corrected comparison-policy keys do not\nrekey hosted sources or reset highwater metering. Methodology changes can explain\nperiod deltas and are not qualified savings. See [Hermes analysis](https://xerg.ai/docs/hermes-analysis).\n\nOptional content-free mechanical telemetry:\n\nOn pinned Hermes v0.20.6/v0.21.0, the observer omits unsafe policy-bearing pre-tool registration and reports partial lifecycle observation. Requested-versus-executed comparison and pre-dependent mechanical measurements are unavailable, not zero; delivered post-tool evidence is retained. Pinned v0.20.1 retains its demonstrated safe registration and complete-capable lifecycle observation; unverified versions remain unknown. Neither live health nor a zero writer-drop count proves complete delivery. Timing and request order require actual unique correlations; missing queue time is omitted and partially observed mechanical totals are lower bounds, not exact improvement evidence. Missing API starts preserve aggregate economics. Other security plugins remain effective.\n\nOn v0.20.1/v0.20.6, a delegated result can report `completed` with `schema_valid: false`. Xerg retains execution status and available schema-validity metadata separately; neither declares a successful outcome, validated savings, or avoidable spend.\n\n```bash\nhermes plugins install xergai/hermes-observer --enable\n```\n\nObserver events remain local and never contribute economic calls. Complete matching request evidence may split a `state.db` aggregate into ordered calls without changing authoritative requests, tokens, cost, or `economicAuditId`. The analysis `auditId` includes detector coverage and findings. Hermes and OpenClaw both expose detector coverage, tool activity, and workload economics; Hermes retains its additional mechanical section.\n\nLogical-request support in 0.33.0 retains one detailed logical request only when equivalent captured native starts share a scoped identity, one completion matches, and request/token totals reconcile exactly with state. Local `observedAttemptCount` counts observed native starts, not all provider attempts; latency includes native retries, without per-attempt detail. Missing required native metadata or ambiguous starts retain aggregate fallback; older captures are not repaired retroactively. `state.db` alone supplies cost, and tested truncated-tool retries omit superseded-response usage from it. Xerg cannot reconstruct those missing charges or infer zero provider billing.\n\nThe 0.33.0 update supports Hermes state schemas 25–26. Bounded live acceptance passed for the exact v0.20.1, v0.20.6, and v0.21.0 pins listed in [Hermes analysis](https://xerg.ai/docs/hermes-analysis): request detail, authoritative accounting, privacy, and real baseline selection passed in the exercised workloads. This does not guarantee full observer delivery in every concurrent workload or exact mechanical comparisons on partial-observation runtimes. Earlier v0.17–v0.20.1 certification remains historical evidence. Older formats and schema 27+ are best-effort, uncertified readers. On Hermes v0.20.x, generated and truncated terminal quantities can be conservative byte floors and render as “At least”; returned bytes remain exact. Xerg never reads or retains a terminal spill path. Xerg 0.24.0 terminal mechanics were not certified for Hermes v0.20.x and could understate those values; 0.24.1 fixed those measurements.\n\nState-only Hermes audits preserve aggregate spend, request/token/cache totals, workflows, models, tools, and delegated workload totals. They do not invent first-request cost, initial context, request-level growth, retries, or identical-input loop evidence. Xerg 0.24.2 uses a bounded per-process health sidecar for continuous liveness without adding heartbeat evidence. After installing or restarting the observer, run `xerg doctor --runtime hermes --require-observer-live` before new Xerg-directed activity. It exits `5` unless the observer is running and its writer is not known unhealthy. Historical aggregate sessions cannot be reconstructed; existing audits remain available with an aggregate-only warning before totals and conclusions.\n\nHermes v0.20.1 auxiliary tasks such as `title_generation` are economically recorded in `state.db` but are not exposed by Hermes's public per-request hooks. Xerg preserves them as separately attributed aggregates and marks their sequence analysis unavailable, while exact observer evidence for main and delegated requests remains usable.\n\n`xerg collect openclaw` accepts OTLP/HTTP protobuf traces on `127.0.0.1`, sanitizes them before writing a bounded owner-only capture, and audits that capture after `Ctrl-C`. It accepts traces only, never merges the capture with transcripts, and never pushes automatically. OpenClaw `toolActivity` and `workloadEconomics` blocks stay local and do not affect findings, recommendations, waste totals, or CI gates.\n\n`xerg collect hermes` accepts the same loopback traces-only protocol for the exact certified `briancaffey/hermes-otel` commit. Bounded correlation, privacy, and economic acceptance passed separately on the exact Hermes v0.21.0/plugin pair in [Hermes trace collection](https://xerg.ai/docs/hermes-traces); established older support is unchanged. It HMACs identifiers with a persistent owner-only local key, rejects content and arbitrary attributes, and requires `state.db` for monetary authority. Cache-inclusive plugin prompt totals are reconciled into Xerg's separate input/cache buckets. Optional trace enrichment preserves `economicAuditId`; the analysis `auditId` changes if coverage or findings change. The command prints both the standard YAML and equivalent environment variables for non-default `HERMES_HOME` profiles, because the pinned plugin resolves YAML under `~/.hermes`. A moved capture without its matching key remains descriptive only.\n\nQM is an explicit, one-shot source with a host-independent `qm-snapshot/v1` adapter. `xerg connect qm --print-sql` prints portable export views, indexes, and a strict direct-reader role. `--print-views-sql` prints only the portable contract for Fly-contained mode. Fly Managed Postgres uses a pinned one-shot exporter inside QM core and truthfully records a process boundary with `databaseLeastPrivilege: false`; no database URL leaves core. Profiles store no credential. Raw identifiers are HMACed before persistence, content fields are excluded, current tool evidence reflects QM's one-hour retention, and unresolved `openrouter/auto` or negative placeholders remain unpriced with monetary gates exiting `5`.\n\nIf only one supported local runtime is present, Xerg auto-selects it. If more than one is present locally, rerun with `--runtime openclaw`, `--runtime hermes`, or `--runtime claude-code`.\n\nIf local defaults are empty, `xerg init` prints next-step commands for explicit local paths plus remote OpenClaw-only flows:\n\n```bash\nxerg audit --remote user@host\n```\n\n## Hosted follow-up\n\nPushed audits go to a hosted workspace; related incremental snapshots are grouped into expandable series, the free plan keeps the last 30 days of pushed audits, and hosted MCP requires Team, Growth, Scale, or Enterprise. The simplest hosted path is:\n\n```bash\nxerg activate --push-latest\nxerg mcp-setup\n```\n\n- `activate` opens Xerg for explicit workspace approval, shows the exact organization/plan/environment, encrypts the workspace credential to this CLI, stores it with owner-only permissions and API-environment binding, and pushes the latest audit\n- `mcp-setup` prints or writes hosted MCP config for Cursor, Claude Code, Codex, or another client\n- hosted Optimizations provide a Fix with Xerg Markdown handoff; paid hosted MCP can retrieve the same safe handoff by Optimization ID without changing code automatically\n- paid workspace admins can connect Linear and create one sanitized, one-way issue per Optimization; Xerg does not synchronize issue status or change the Optimization automatically\n\nYou can skip both and keep using local audits and compare.\n\nIf you have not run a local audit yet, use `xerg activate`. It connects the workspace, detects a supported local source, runs an audit, and pushes it.\n\n## Browser-approved activation\n\n`xerg activate` creates a short-lived pairing code, opens Xerg, and waits while the signed-in user approves the active workspace. The page shows the workspace name, full Clerk organization ID, live plan, API environment, action, and CLI version. The browser never displays the workspace key. Xerg encrypts it to the initiating CLI's temporary key, and the CLI acknowledges the exchange only after live organization/plan verification and owner-only local storage.\n\nUse `xerg activate --organization-id org_...` when you know the intended Clerk workspace. The browser organization switcher preserves the code, while both the page and API refuse approval for another organization. New credential files remember their API origin and approved organization so a staging credential cannot silently default to production; token-only legacy files remain supported.\n\nUse `xerg activate --connect-only --organization-id org_...` when approval covers credential pairing but not an audit or push. The approval page says that no audit or push is requested, and the CLI returns immediately after live entitlement verification and owner-only credential storage. `--connect-only` is mutually exclusive with every audit and push source flag.\n\nUse `xerg activate --replace` to pair a different workspace. If an exact organization was requested, use both flags. Re-pairing reuses the active recoverable workspace key; rotating the key in Dashboard Settings revokes the credential for every paired CLI.\n\n## Advanced authentication and config\n\nThe masked-paste flow remains a manual recovery path:\n\n```bash\nxerg login --replace\n```\n\nThe prompt masks workspace-key characters and verifies the replacement before atomically updating the existing credential.\n\nFor non-interactive CI only, store `XERG_API_KEY` in the CI provider's secret manager. Never place the key inline in a shell command, where shell history and same-user process listings can expose it.\n\nPush commands still resolve advanced credentials in this order:\n\n1. `XERG_API_KEY`\n2. the credential stored by `xerg activate` or advanced `xerg login`\n3. legacy `~/.xerg/config.json`\n\n`XERG_API_URL` and `apiUrl` in `~/.xerg/config.json` remain optional endpoint overrides.\n\nFree stores up to 100 distinct snapshots per UTC month. At the limit, push output includes the current usage, UTC reset time, and upgrade URL. Identical retries are deduplicated before quota accounting and remain safe.\n\n## What the audit shows\n\n- Total spend by workflow and model, in dollars, priced across all four token dimensions (input, output, cache read, cache write) with a catalog covering hundreds of current models\n- Daily spend and identified-waste rollups in UTC\n- Observed vs. estimated cost (always labeled)\n- Evidence-strict monetary findings: correlated retry waste, exact no-progress tool loops, and net-negative cache lifecycles\n- Separate neutral signals for deep loops, context outliers/growth, fixed cadence, premium-model routine labels, cache-read concentration, and Max Mode concentration\n- Digest-only local evidence packets and `xerg explain` for findings, signals, and qualifying repeated tool chains\n- Argument-diversity diagnostics for contiguous two-to-five-tool chains; associated spend is non-additive and always labeled “not classified as waste”\n- Per-finding affected and avoidable spend, evidence/impact basis, detector version, and component-level claim ownership so totals never double-count\n- Cost per outcome when runs carry outcome signals: success rate, cost per successful run, and spend on failed runs (declare outcomes with `xerg outcome`)\n- Cache/reasoning token economics rollups when the source reports them\n- Ranked recommendations with where-to-change guidance and compare validation steps\n- Before/after normalized rates on re-audit, including waste per run and waste per 1k calls\n- Local-only OpenClaw tool activity and workload economics when transcript or trace evidence supports them\n\nLocal JSON and Push v7 separate `findings` from `signals`. Findings include `affectedSpendUsd`, `avoidableSpendUsd`, `evidenceBasis`, `impactBasis`, and `detectorVersion`; signals include bounded observed metrics, an optional human-readable `scopeLabel`, plus optional associated spend and its basis. Push v7 adds daily priced and unpriced call counts without changing known-spend semantics. Current producers also add the optional requested `auditWindow`, detector-attributed `wasteByWorkflow`, detector-versioned comparison finding changes, observed immediate parent-to-child `agentDelegations`, and `comparison.spendComparisonAvailable`, which is true only when both measurements had priced calls. Delegation spend is already included in child agent and audit totals and must not be added again. A missing spend-comparison availability flag is treated as unavailable, preventing an unpriced baseline's placeholder zero from becoming an exact delta. Older v7/v6 payloads remain valid without these optional fields. Chain-backed `deep-loop-activity` may carry a content-free distinct tool-input ratio. Associated spend is descriptive and never classified as waste. Local diagnostics, paths, tool/result digests, per-TTL cache buckets, and pricing-limit details do not cross the wire. Raw prompts, tool arguments, results, and cache content are never retained in evidence packets. Wire v5 history remains readable with a legacy-method marker but cannot create current optimization recurrence.\n\n## Privacy\n\nXerg stores economic metadata and audit summaries locally. It does not store prompt or response content. The OpenClaw trace collector also rejects content-bearing attributes even if the upstream exporter was misconfigured.\n\nPairing creation and explicit pushes send only a version, coarse execution context (`ci`, `human`, `agent`, or `non_interactive`), a bounded native-agent marker or skill-provided host hint when present, and the package invocation path. Pairing polling, acknowledgement, cancellation, entitlement verification, `doctor`, local audits, `explain`, `outcome`, and update-check suppression do not send this envelope. It is analytics metadata, not authentication, and excludes content, findings, costs, paths, source identifiers or hostnames, URLs, IP/geography, names, email addresses, user IDs, and Clerk organization IDs.\n\n## Exit codes\n\n- `0`: success\n- `1`: general failure\n- `2`: no economic runtime data was found, or activation is required\n- `3`: a `--fail-above-waste-rate` or `--fail-above-waste-usd` threshold was exceeded\n- `5`: required observer liveness or detector coverage failed, a monetary threshold could not be evaluated because no active monetary detector assessed the source (or QM pricing was incomplete), or the standalone `xerg push` command hit a hosted quota, member-limit, capability, or retained-history product condition\n\nMonetary thresholds evaluate identified waste when at least one active monetary detector has partial or full coverage over positive eligible request evidence. They exit `5`, rather than passing against a non-conclusive zero, when every active monetary detector is unassessed. Use `--require-detection-coverage` if CI requires stricter overall completeness.\n\nThe current release deliberately preserves one compatibility difference: standalone `xerg push` returns `5` for those hosted product conditions, while the same hosted rejection reached through `xerg audit --push` returns the general error code `1`.\n\n## Troubleshooting\n\n- If install fails with an unsupported engine warning, retry with Node 22.15.0 or newer (Node 23 requires 23.8.0 or newer).\n- `xerg init` is interactive in the current release. Use direct `doctor` / `audit` commands when you need non-interactive control.\n- `--details` selects the full human report for `audit`, `ingest`, every `collect` command, and `doctor`; it does not alter JSON or raw payload output.\n- `--verbose` prints audit/ingest operational progress, collector diagnostics, or doctor progress to stderr. Doctor keeps its local extraction-coverage appendix on stdout after the main report.\n- `xerg doctor --json` returns a common readiness envelope and shell-safe recommended audit command for every supported mode.\n- If `xerg audit --remote ...` fails before pulling files, verify that both `ssh` and `rsync` are installed and reachable on your `PATH`.\n- If a legacy Railway audit fails immediately, verify that the `railway` CLI is installed, authenticated, and can access the target project.\n\n## Pricing and support\n\nHosted pricing follows known Monthly Audited Agent Spend in explicitly pushed audits: Free through $2,000 per UTC month, Team at $99 through $10,000, Growth at $299 through $50,000, Scale at $799 through $250,000, and custom Enterprise above $250,000. Team, Growth, and Scale include identical capabilities.\n\n- Pricing: [xerg.ai/pricing](https://xerg.ai/pricing)\n- Service status: [status.xerg.ai](https://status.xerg.ai)\n- Support: `hello@xerg.ai`\n\n## License\n\nThe `@xerg/cli` package is licensed under the [Xerg CLI License Agreement](./eula),\nalso published at [xerg.ai/cli-license](https://xerg.ai/cli-license). The separate\n`@xerg/schemas` package remains available under the MIT License.\n\nThe canonical agent skill is independently reviewed and pinned to already-published CLI `0.35.2`, which includes the OpenClaw 2026.9.4 database adapter and remote-collection security corrections.\n","readmeFilename":"README.md"}