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OpenTelemetry (OTLP) trace + metrics publisher for the Agent Architecture Board. Streams LLM generations and container tool spans to any OTLP/HTTP backend — the workerd-safe fetch exporter on the Cloudflare Worker facade, the official @opentelemetr","maintainers":[{"name":"kibertoad","email":"iselwin@gmail.com"}],"readme":"# @cat-factory/observability-otel\n\nOpt-in [OpenTelemetry](https://opentelemetry.io) (OTLP) trace + metrics + logs publisher for\nthe Agent Architecture Board.\n\nIt implements the runtime-neutral `LlmTraceSink` port from `@cat-factory/kernel`, so when\nwired into a facade every LLM call: container-agent calls (through the LLM proxy) **and**\ninline calls (requirements review, document planner, fragment selector, inline agent):\nis exported to any **OTLP/HTTP** backend (Grafana Tempo/Mimir, Honeycomb, Datadog OTLP,\nJaeger, an OpenTelemetry Collector, …) as:\n\n- **a trace span per generation**, plus a span per container tool call, arranged into a\n  per-run **hierarchy** (`run → agent kind → generations + tool calls`); and\n- **metrics**: a `gen_ai.client.token.usage` counter (input/output) and a\n  `gen_ai.client.operation.duration` histogram: following the OpenTelemetry GenAI\n  semantic conventions.\n\nTwo further exporters ship beside it, each its own opt-in: the deployment-level\n[platform-operator metrics](#platform-operator-metrics-deployment-health), and the\n[log export](#log-export-the-third-signal) that carries the platform's own structured log\nlines to the same endpoint.\n\n## Span hierarchy\n\nA run's spans form a tree, not a flat set of siblings sharing a trace id:\n\n```\nrun                                 (root; the whole execution, INTERNAL)\n├── invoke_agent coder              (one per agent KIND that ran, INTERNAL)\n│   ├── chat claude-sonnet-4-5      (one per LLM call, CLIENT)\n│   ├── execute_tool edit_file      (one per container tool call, INTERNAL)\n│   └── execute_tool run_command\n└── invoke_agent ci                 (a gate step)\n    └── invoke_agent ci-fixer       (a HELPER the gate escalated to, nested under it)\n        └── chat claude-sonnet-4-5\n```\n\nNothing is buffered to build it. **Every parent id is a pure function of the run id**\n(`deriveRunSpanId` / `deriveStepSpanId` in `src/mapping.ts`), so a generation recorded by the\nLLM proxy on one isolate and a tool span drained by the engine on another both name the same\nparent without either having seen it, and a durable replay re-derives the identical tree\nrather than a duplicate one. The parents themselves are emitted **once, when the run settles**\n(`LlmTraceSink.recordRunSpans`, driven from the engine's single terminal hook), which is when\nits boundaries are first known. Children therefore export before their parent: the ordinary\nOpenTelemetry ordering, where a parent outlives what it contains, just over a longer span of\ntime than usual.\n\nTwo consequences worth knowing:\n\n- **The step level's grain is `(run, agent kind)`, not `(run, step index)`**, because the agent\n  kind is the finest thing an `LlmGenerationEvent` can name — a per-step parent would be\n  unaddressable from the very spans meant to hang under it. It is also the grain the rest of the\n  LLM telemetry buckets by (the prompt-chain key, the `(agentKind, phase)` rollup). A pipeline\n  running two `coder` steps folds them into one span carrying `cat_factory.step_count: 2`, so a\n  reader is told about the fold rather than seeing one long step.\n- **A standalone inline call stays a root.** Requirements review, the doc planner and the\n  fragment selector run outside any execution, so they have no run to hang under and no parent\n  is claimed — rather than pointing at one that will never be emitted.\n- **A HELPER kind gets its own span, nested under the step that dispatched it.** A step often\n  runs work under a kind that is not its own: a gate escalating to `ci-fixer` /\n  `conflict-resolver` / `on-call`, a Tester handing off to the fixer, a two-phase coder's\n  `fork-proposer`. Every telemetry row that work produces is tagged with the HELPER's kind, so\n  without a span of its own each of those would name a parent nobody emits and dangle inside its\n  own run's trace. The run records what it dispatched (`PipelineStep.dispatches`), and the helper\n  inherits its host step's window: a parent is required to contain its children, and the host's\n  window is the tightest bound the run actually recorded.\n\n### Cycles: counted, not separated\n\nThe repetition these runs actually contain is cyclical rather than duplicated. A pipeline with\ntwo steps of one kind is rare (no built-in has one); a review that spawns fixes four times, a\nRalph loop that iterates seven, a bounced step re-run on a judge's verdict are all ordinary.\n\nA span cannot separate those rounds, because the events hanging under it carry no attempt ordinal\nto be separated BY — threading one reaches the proxy URL contract and the harness, so it is a\ndeliberate non-goal here. What is NOT acceptable is letting the fold pass silently, so each step\nspan states both of its collapses: `cat_factory.step_count` (steps of this kind) and\n`cat_factory.attempt_count` (dispatches inside them). Converging in one round and thrashing\nthrough six are otherwise the same picture, and that picture is what an operator is looking for.\n\nThe extent is stated honestly across rounds too: a re-run step's span starts at\n`PipelineStep.firstStartedAt`, which survives the reset that re-stamps `startedAt`. Without it a\nbounced step's parent would begin AFTER the generations of its own earlier attempts, which still\nname it.\n\n## Two transports, one behaviour\n\nThe Cloudflare Worker runtime (workerd) cannot run the official `@opentelemetry/*` SDK\n(it relies on Node-only APIs), so this package ships **two exporters** behind the same\nport:\n\n| Entry                                  | Export               | Transport                                   | Used by           |\n| -------------------------------------- | -------------------- | ------------------------------------------- | ----------------- |\n| `@cat-factory/observability-otel`      | `createOtelSink`     | hand-rolled **OTLP/HTTP JSON over `fetch`** | Cloudflare Worker |\n| `@cat-factory/observability-otel/node` | `createNodeOtelSink` | the official **`@opentelemetry/*` SDK**     | Node / local      |\n\nBoth map events through the **same** `src/mapping.ts` layer, so they emit identical span\nnames, attributes, trace-id grouping and metric names/units. `src/conformity.test.ts`\nfeeds the same events through both and asserts the emitted telemetry matches: the guard\nthat the transports never drift.\n\nThe Worker entry (`.`) never imports `@opentelemetry/*`, so the SDK is kept out of the\nworkerd bundle; it depends only on the `fetch`/`crypto` globals.\n\n## Behaviour\n\n- Never throws into the caller: every method swallows its own errors (logging at most a\n  warning). Observability must never break agent work.\n- Honours the same `LLM_RECORD_PROMPTS` privacy switch as the local metric store: when\n  prompt recording is off, spans carry usage/timing/attributes but no prompt or response\n  bodies.\n- Composes **alongside** the Langfuse sink (`@cat-factory/observability-langfuse`) via the\n  kernel `composeTraceSinks` fan-out: a deployment can export to both at once.\n\n## Usage\n\n```ts\n// Cloudflare Worker (workerd-safe fetch exporter)\nimport { createOtelSink } from '@cat-factory/observability-otel'\n\nconst sink = createOtelSink({\n  endpoint: env.OTEL_EXPORTER_OTLP_ENDPOINT, // e.g. http://collector:4318\n  headers: { 'x-api-key': env.OTEL_KEY }, // optional\n  serviceName: 'cat-factory', // optional; defaults to 'cat-factory'\n})\n```\n\n```ts\n// Node / local (official @opentelemetry/* SDK exporter)\nimport { createNodeOtelSink } from '@cat-factory/observability-otel/node'\n\nconst sink = createNodeOtelSink({ endpoint: process.env.OTEL_EXPORTER_OTLP_ENDPOINT! })\n```\n\nWired into a facade via its container's `buildTraceSink(config)`; absent config (no\n`OTEL_ENABLED=true` + endpoint) ⇒ the sink is never built and there is no external\nemission or behaviour change.\n\n## GenAI semantic-convention coverage\n\nThe OpenTelemetry GenAI semantic conventions are still **experimental**, so this section states\nexactly what is claimed rather than leaving a reader to diff the emitted attributes against a\nmoving spec. `src/mapping.ts`'s `ATTR` object and this table are edited together.\n\n**Emitted, per the convention:**\n\n| Attribute / signal                 | Where                     | Notes                                                           |\n| ---------------------------------- | ------------------------- | --------------------------------------------------------------- |\n| `gen_ai.operation.name`            | generation / tool / step  | `chat` / `execute_tool` / `invoke_agent`                        |\n| `gen_ai.system`                    | generation span + metrics | the provider (`anthropic`, `openai`, `workers-ai`, …)           |\n| `gen_ai.request.model`             | generation span + metrics | the model asked for                                             |\n| `gen_ai.usage.input_tokens`        | generation span           | FRESH input only; the cache classes are separate (see below)    |\n| `gen_ai.usage.output_tokens`       | generation span           |                                                                 |\n| `gen_ai.response.finish_reasons`   | generation span           | a one-element list; omitted when upstream reported none         |\n| `gen_ai.agent.name`                | step span                 | the agent kind                                                  |\n| `gen_ai.tool.name`                 | tool span                 |                                                                 |\n| `gen_ai.tool.arguments`            | tool span EVENT           | the call's arguments; only when body capture is permitted       |\n| `gen_ai.tool.result`               | tool span EVENT           | what the tool returned; same gate                               |\n| `gen_ai.client.token.usage`        | counter, `{token}`, DELTA | split by `gen_ai.token.type`                                    |\n| `gen_ai.client.operation.duration` | histogram, `s`, DELTA     |                                                                 |\n| span name `{operation} {model}`    | generation span           | e.g. `chat claude-sonnet-4-5`; other names stay low-cardinality |\n\n**Extended beyond the convention**, because the convention has no equivalent and the fact is\nload-bearing here:\n\n| Attribute                                                                 | Why it exists                                                                       |\n| ------------------------------------------------------------------------- | ----------------------------------------------------------------------------------- |\n| `gen_ai.usage.cache_read_input_tokens`                                    | The convention lumps input into one count. These are priced ~0.1x and ~1.25–2x      |\n| `gen_ai.usage.cache_creation_input_tokens`                                | base input, so summing them hides whether a loop rides a warm cache or rewrites it. |\n| `gen_ai.token.type` values `cache_read` / `cache_write`                   | The same split on the counter's dimension.                                          |\n| `cat_factory.workspace_id`                                                | Tenant scope. Spans only; unbounded, so never a metric dimension.                   |\n| `cat_factory.execution_id`                                                | The run. Searchable, since the trace id is a hash of it rather than the id itself.  |\n| `cat_factory.agent_kind`                                                  | Kept beside `gen_ai.agent.name` because it is also a bounded METRIC dimension.      |\n| `cat_factory.pipeline` / `cat_factory.step_count`                         | The run span's pipeline, and the step span's fold size.                             |\n| `cat_factory.attempt_count`                                               | Dispatches folded into a step span: the rounds of a loop, stated since not split.   |\n| `cat_factory.tool_call.seq`                                               | The call's ordinal in its dispatch. Start time cannot order a tool loop: several    |\n|                                                                           | calls routinely share one millisecond.                                              |\n| `cat_factory.tool_call.arguments_dropped_chars`                           | What the harness's capture cap dropped, so a truncated body is legible AS           |\n| `cat_factory.tool_call.result_dropped_chars`                              | truncated rather than read as the whole of a short one.                             |\n| **Deliberately NOT emitted**, each for a reason rather than an oversight: |\n\n- **COST, in any form.** A span or a counter carrying money would be DERIVED data (`tokens x\nrates`) in a store that cannot reprice it: a corrected rate table leaves the history\n  permanently wrong with nothing marking it, and the figure would sit beside the platform's own\n  spend ledger (`SpendService` / `priceRollupCells`) as a second, un-reconcilable answer, at a\n  grain that deliberately drops `workspace_id`, so it could never be checked against what anyone\n  is billed. What this exporter emits are the OBSERVED facts a downstream consumer prices FROM:\n  `gen_ai.request.model` plus the three input classes and the output count, kept apart rather\n  than lumped, which is exactly the input a rate table needs. Money belongs where it can be\n  recomputed.\n- **`gen_ai.request.*` sampling parameters** (`temperature`, `top_p`, `max_tokens`, …). The event\n  that reaches this package carries none of them: the proxied path records what the upstream\n  returned, and the subscription harnesses lift metrics off a CLI's event stream, which never\n  reports the ceiling it applied. Emitting defaults would state a request nobody made.\n- **`gen_ai.response.model` / `gen_ai.response.id`.** A single `model` field rides the event, and\n  it is the model the provider says SERVED the call where the transport reports one. Emitting it\n  as both request and response would fabricate agreement between two facts we only have one of.\n- **`gen_ai.conversation.id`.** `cat_factory.execution_id` already scopes it, and the run is the\n  unit the rest of the platform threads a conversation by.\n- **The log-based `gen_ai.client.inference.operation.details` event.** Prompt and completion\n  bodies ride the older span events `gen_ai.content.prompt` / `gen_ai.content.completion`, which\n  every OTLP backend in the compatibility list above renders today. They are emitted only when\n  `LLM_RECORD_PROMPTS` is on; an empty body is omitted rather than sent blank.\n- **`gen_ai.operation.name` on the RUN span.** A pipeline run is orchestration: it spends most of\n  its wall clock waiting on CI and on humans. Claiming a GenAI operation for it would put that\n  wait onto an operator's GenAI dashboards.\n- **The pipeline name in the run span's NAME.** The root span is named the bare `run`, with the\n  pipeline as `cat_factory.pipeline`. A span name is the one field a backend treats as a\n  low-cardinality class (it keys the RED metrics a span-metrics connector derives), which is the\n  trace-side counterpart of the rule that a metric dimension must be bounded. Every other name\n  here is a closed vocabulary (an operation, a model, an agent kind, a tool); a pipeline is\n  workspace-authored free text, so interpolating it would let a tenant mint unbounded series on\n  an operator's backend just by renaming pipelines.\n\n## Replaying a settled run\n\nThe parents are emitted from the engine's terminal hook, which fires again for a run that has\nalready settled (a durable re-drive, a decision resolved against a finished run). That is safe by\nconstruction rather than by a claim table, and both halves are load-bearing:\n\n- **The ids are derived**, so a re-emission names the same spans rather than minting a second\n  tree beside the first.\n- **The extent is folded from stamps the run recorded** (`buildRunTraceSpans` in orchestration),\n  never from a clock read at emit time. Both are set-once so a replay cannot move them: a `done`\n  run is bounded by its last step's `finishedAt`, a failed one by `AgentFailure.occurredAt`, and a\n  step still in flight by its heartbeat. Pairing stable span ids with a duration that changed\n  between emissions would give a backend a contradiction to store where it can collapse a\n  byte-identical duplicate.\n\n## Platform-operator metrics (deployment health)\n\nThe per-call sink above answers \"what did THIS run do\". The **`PlatformMetricsOtelExporter`**\n(`createPlatformMetricsOtelExporter`, the `.` entry) answers \"how is the WHOLE deployment\ndoing\": a periodic sweep (Worker `scheduled` cron ⇄ Node interval, runtime-symmetric) computes\nthe platform-observability projection per account and this exporter pushes it to the same\nOTLP endpoint as OpenTelemetry **gauge** metrics, so an operator watches deployment health in\ntheir own metrics backend, the dual of the `post-release-health` gate that watches the\n_user's_ release.\n\nMetrics (`cat_factory.platform.*`, all gauges: the OTel backend trends the series over time):\n\n| Metric                                  | Unit    | Split dimension             |\n| --------------------------------------- | ------- | --------------------------- |\n| `cat_factory.platform.runs`             | `{run}` | `cat_factory.run_status`    |\n| `cat_factory.platform.run_success_rate` | `1`     | —                           |\n| `cat_factory.platform.run_failures`     | `{run}` | `cat_factory.failure_kind`  |\n| `cat_factory.platform.live_runs`        | `{run}` | `cat_factory.run_state`     |\n| `cat_factory.platform.run_duration`     | `s`     | `cat_factory.duration_stat` |\n\nEvery point carries `cat_factory.account_id` (the bounded tenant scope: safe on a metric,\nunlike the unbounded workspace id excluded from the per-call metrics); the windowed gauges\nalso carry `cat_factory.window`. Null aggregates (a success rate / percentiles with no\nterminal runs) are omitted rather than emitted as a misleading zero.\n\nUnlike the per-call LLM path, the platform exporter is the **fetch transport on both\nruntimes** (there is no SDK counterpart): the push is a stateless, low-frequency snapshot\nPOST with no need for the SDK's async instruments / periodic reader, so one workerd-safe\nexporter serves both facades and is tested once.\n\n**Opt-in on top of the base exporter** (it adds recurring DB rollup load): off unless\n`OTEL_ENABLED=true` + an endpoint AND `OTEL_PLATFORM_METRICS=true`. `OTEL_PLATFORM_METRICS_WINDOW`\n(`1h`/`24h`/`7d`, default `1h`) sets the trailing window; on Node\n`OTEL_PLATFORM_METRICS_INTERVAL_MS` (default 60s) sets the sweep cadence (the Worker is\ncron-driven). The runtime-neutral `sweepPlatformMetrics` driver + `distinctAccountIds`\naccount enumeration live in `@cat-factory/orchestration`.\n\n## Log export (the third signal)\n\nThe two exporters above answer \"what did this run do\" and \"how is the deployment doing\". The\n**`OtelLogExporter`** (`createOtelLogExporter`, the `.` entry) carries the platform's own\n**structured log lines** to `{endpoint}/v1/logs`, so an operator reads logs beside the traces\nand metrics they already correlate with, in one backend, instead of tailing a Worker and\ngrepping a container's stdout.\n\nIt implements the kernel **`LogSink`** port, and `@cat-factory/server`'s logging adapter\n(`observability/logger.ts`, the one place a logging library is named) copies every emitted line\nto whichever sink a facade installed. Nothing in the domain changes: packages keep logging\nthrough the one `Logger` port and never learn a second destination exists.\n\n```ts\nimport { createOtelLogExporter } from '@cat-factory/observability-otel'\nimport { setLogSink } from '@cat-factory/server'\n\nsetLogSink(createOtelLogExporter({ endpoint, headers, serviceName, maxBatchSize, logger }))\n```\n\n**What a record carries.** The message is the OTLP `body`; the level maps onto the base\n`SeverityNumber` of its range (`debug` 5, `info` 9, `warn` 13, `error` 17), so a backend's\n`severity >= WARN` filter means what an operator reading `LOG_LEVEL` expects. The line's fields\nbecome attributes under **the names they already have** (`workspaceId`, `executionId`, `jobId`,\n`scope`, …) rather than being renamed into the `cat_factory.*` namespace the spans use: one key\nworks against stdout and the collector, which is worth more than symmetry with a signal whose\nattribute names this package chose in the first place. `child`-bound fields are folded in, so a\nline keeps the correlation the emitting scope gave it.\n\n**Logs and traces meet structurally.** A line naming an `executionId` is stamped with the SAME\nderived trace id that run's spans carry, so a backend links them without either side matching an\nattribute, and the record marks that trace SAMPLED so a backend knows the id it is pointed at is\none it should have. A line with no run claims no trace (and no flags), rather than pointing at\none nobody will emit (the same rule the standalone inline call follows above).\n\nThat sharing is a **call** to the same `deriveTraceId` the spans go through, never a second copy\nof the derivation, and the test asserts a log record's trace id against a **span's**. Both matter:\nthe two signals agreeing is the whole feature, nothing else enforces it, and a re-derivation plus\na test comparing one log record to another would let the span side drift with every test green.\n\n**An INBOUND `traceparent` fills in the rest.** A caller already collecting a distributed trace\n(one of the four SDK clients, a gateway, a sibling service) sends W3C trace context on the\nrequest; `mountRequestLogging` parses it once through kernel's `parseTraceparent` and binds\n`traceId` + `spanId` onto the request-scoped child logger, so every line the request emits is\nexported into the caller's trace, pointing at the caller's own span. Malformed or absent means\nignored: a bad correlation header is not a reason to refuse real work, and the request falls\nback to the correlation it always had.\n\n**The run wins when a line has both**, and that precedence is load-bearing. The derived trace id\nis the only thing joining a run's lines to the spans this package emits for it; re-pointing them\nat the caller's trace would leave the run's spans with no logs and its logs with no spans. The\ntwo are true statements at different scopes (the caller's trace covers the REQUEST, the derived\none covers the RUN it touched) and the run is the narrower answer. Nothing is lost either way:\nthe adopted ids stay queryable as attributes. Only an adopted context names a `spanId`: a\nrun-derived trace has no single span a line belongs to, so it attaches to the trace and lets the\nbackend place it.\n\nDeliberately not here: **emitting** a `traceparent` of our own, and carrying `tracestate`. Both\nare things a producer of spans owes its callees, and the request boundary produces no span: its\nevidence is the log line. Adding them is the slice that adds a request span.\n\n**Draining is the facade's job, and the two runtimes differ only there:**\n\n| Runtime           | When the buffer is drained                                                                            |\n| ----------------- | ----------------------------------------------------------------------------------------------------- |\n| Node / local      | An interval (`OTEL_LOGS_FLUSH_INTERVAL_MS`, default 5s), plus a final flush on shutdown bounded to 5s |\n| Cloudflare Worker | The end of every invocation, as a `waitUntil` after the response                                      |\n\nA Worker's module state is per ISOLATE and an isolate is discarded whenever the runtime decides,\nso a buffered line has no later tick guaranteed to reach it: the same reasoning (and the same\nper-invocation cost, stated rather than assumed) as the operational-metrics flush beside it. A\nfull batch also sends on its own, so a burst does not wait for the next tick.\n\n**What it does with what it cannot deliver**, each of which was a way to make observability the\nnew failure class:\n\n- **A failed POST is logged and dropped**, never thrown: `record` only buffers and `flush`\n  resolves even when the delivery failed.\n- **The exporter refuses to export its own failure reports.** They are logged through a logger\n  bound with `otelLogExport: true` and records carrying that field are dropped, or a collector\n  outage becomes an ever-growing batch of lines about a collector outage. The warning still\n  reaches the local writer, which is where an operator whose collector is down can read it.\n- **The buffer is bounded** (`maxBatchSize` × 8) and drops the OLDEST beyond it, because during\n  an outage the newest lines are the ones being looked at. **The drop count rides the next\n  batch out** as its own record: a silently short stream reads exactly like a quiet one.\n- **An oversized field is capped at 8 KiB and says how much it cut.** A collector rejects an\n  oversized batch whole, so one field carrying captured command output would otherwise drop\n  every line beside it.\n- **A field that cannot be serialised degrades to a note naming the problem**, never taking the\n  line with it. Absent and empty stay distinct: a `null`/`undefined` field is omitted rather\n  than exported as `\"\"`.\n- **A field that cannot even be READ degrades the same way, per field.** `LogFields` is\n  `Record<string, unknown>`, so a value can throw on access (an accessor property, a Proxy trap).\n  This runs on the DRAIN path, past the try/catch the logging adapter wraps `record` in, so the\n  mapping owes its own guards: an unreadable value is reported under its own key (the key's\n  presence is what says the emitter had something there) and its neighbours are unaffected.\n- **The send chain is terminated**, so `flush` cannot reject however the drain path fails. Sends\n  are serialised behind one promise tail, and an escaped rejection there is not one lost batch:\n  every later send would inherit it, the exporter would go permanently silent, and on Node the\n  flush interval's un-awaited call would become an unhandled rejection that the process failure\n  guards answer by exiting. Observability may not take the deployment down.\n\n**Opt-in on top of the base exporter** (it adds an egress POST per batch of lines): off unless\n`OTEL_ENABLED=true` + an endpoint AND `OTEL_LOGS=true`. `OTEL_LOGS_MAX_BATCH_SIZE` (default 128)\nsets the lines per POST and, with the multiplier above, the buffer bound; on Node\n`OTEL_LOGS_FLUSH_INTERVAL_MS` (default 5s) sets the cadence (the Worker flushes per invocation).\n\n**`LOG_LEVEL` governs both destinations.** The export sits behind the same threshold as the\nlocal writer, so an operator has one dial rather than two that can disagree; there is\ndeliberately no separate export level.\n\n**Two things are NOT exported, and both are stated here rather than left to be discovered:**\n\n- **Lines emitted before config is resolved** (the `LOG_LEVEL` read, the process guards, config\n  validation, migrations) reach the local writer only. The endpoint IS config, and buffering\n  against one that may never arrive would be a leak on exactly the boots that fail.\n- **Nothing is scrubbed here.** A field carrying command output, a URL or model text goes\n  through `redactSecrets` at its emit site (`backend/docs/logging.md`); this exporter carries\n  what the local writer already got, and adding a second scrub would state a guarantee the\n  stdout stream does not have.\n","readmeFilename":""}