## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work > - Paperclip records first-party events, OpenTelemetry data, and local run-log events > - The code and documents used one term for these three data paths > - This naming made the required review level unclear > - This pull request names each data path in the module names, documents, and code comments > - The benefit is a clear review rule without a runtime change ## Linked Issues or Issue Description **Issue type** Unclear or confusing. **Where is the issue?** `packages/shared/src/telemetry/README.md`, `doc/observability.md`, `doc/run-log-events.md`, and the duplex instrumentation modules. **What's wrong?** The repository used Telemetry for first-party events, OpenTelemetry data, and local run-log events. This usage made the data path and review level unclear. **Suggested fix** Use Telemetry only for Paperclip first-party events. Use Observability for OpenTelemetry data. Use the run log for rows in `heartbeat_run_events`. Related public pull requests: #8476 and #9672. ## What Changed - Rename the duplex instrumentation modules and identifiers from `Telemetry` to `Observability`. - Move the Observability and run-log contracts out of the Telemetry README. - Add `doc/observability.md` and `doc/run-log-events.md` as the canonical documents. - Add a file-path review rule to `AGENTS.md`. - Correct the remaining code comments that name the wrong data path. - Keep all event names, payloads, database records, spans, configuration keys, environment variables, and runtime paths unchanged. ## Verification - `npx vitest run packages/shared/src/telemetry/readme-contract.test.ts` passes. - `npx vitest run packages/adapter-utils/src/published-exports.test.ts` passes. - `npx vitest run packages/adapter-utils/src/acpx-engine/startup-timing.test.ts` passes with 42 tests. - `pnpm --filter @paperclipai/adapter-utils typecheck` passes. - `pnpm --filter server typecheck` passes. - The old module name does not remain in TypeScript or JSON files, except for the intentional publication guard. - CI and Greptile checks remain pending after PR creation. ## Risks - The old duplex module subpath no longer has a compatibility shim. The board accepted this intentional hard break. - The new duplex module subpath stays blocked from package publication. - The change has no runtime effect. The main risk is an incorrect document or module reference. ## Model Used OpenAI GPT-5 Codex, exact model ID `gpt-5`, with tool use and code review support. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have described the issue in-PR with the documentation issue fields - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge --------- Co-authored-by: Paperclip <noreply@paperclip.ing>
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Telemetry Data Contract
This document explains how contributors should use Paperclip's public telemetry contract. It does not duplicate the full list of individual events or dimensions. It documents extra semantic and privacy rules where the generated shape is not sufficient.
The canonical source for first-party event names, dimensions, optionality,
allowed primitive value types, and enum descriptions is
packages/shared/src/telemetry/generated/paperclip-telemetry.ts.
Shared enum constants live in packages/shared/src/constants.ts. Use those
constants when code needs a reusable domain, but treat the generated telemetry
types as the final authority for emitted first-party telemetry shapes.
Public Sources
Use these files when reviewing or changing telemetry code:
| Contract item | Public source |
|---|---|
| First-party event names | PaperclipEventName in generated/paperclip-telemetry.ts |
| Per-event dimensions and optionality | EventDimensionsMap in generated/paperclip-telemetry.ts |
| Enum descriptions for telemetry dimensions | PAPERCLIP_ENUM_DESCRIPTIONS in generated/paperclip-telemetry.ts |
| Schema version and event envelope helpers | SCHEMA_VERSION, makeEvent(), and makeBatch() in generated/paperclip-telemetry.ts |
| Runtime-safe event names and dimensions | TelemetryEventName and TelemetryEventDimensions in types.ts |
| Allowed primitive dimension values | TelemetryDimensionValue in types.ts |
| Shared reusable enum domains | Named exports in constants.ts |
| First-party typed emit helpers | events.ts |
| Generic client behavior | client.ts |
| Retention windows and event class assignments | RETENTION_DAYS and EVENT_RETENTION_CLASS in retention.ts |
Do not copy generated event lists or dimension tables into this README. They will drift as the generated contract changes.
Emission Boundary
Paperclip telemetry uses named events with explicit dimension fields. Treat open-ended string dimensions as public contract values, not as a place for user content or private operational data. Do not send PII, secrets, credentials, private paths, prompts, model output, or other sensitive values through telemetry dimensions.
Telemetry emitters send raw dimension values. They must not pre-normalize enum-like values into a reporting form just to match today's known domain.
The receiving layer owns canonicalization. Keeping canonicalization in one place means emitters can stay simple and accurate: emit what the product observed, use the generated contract for required and optional fields, and let the receiving layer decide how legacy spellings, aliases, unknown names, and future values map to a stable reporting shape.
Do not add client-side lowercasing, alias mapping, or fallback mapping unless the generated telemetry contract specifically requires that emitted value.
If a dimension is privacy-protected before emission, emit only the protected value and its matching public marker as defined by the typed helper or generated contract. Do not emit private source material in telemetry dimensions.
Interaction Resolver Events
interaction.created records the interaction kind and whether the create
request used a deprecated resolver-policy alias. It does not record the prompt,
title, options, questions, target identifier, creator identifier, or resolver
identifier.
interaction.resolved records the low-cardinality interaction outcome defined
in the generated contract. Its legacy_inherited_restriction dimension is
true only when stored migration provenance preserves a legacy resolver-policy
restriction. It is false for canonical new writes. This dimension describes
policy provenance. It does not contain user content or an identifier.
Use trackInteractionCreated() and trackInteractionResolved() from
events.ts to emit these events. The generated contract remains the authority
for their exact dimensions and optionality.
Other Data Paths
This document covers Paperclip Telemetry only. The generated Telemetry contract covers neither the Observability path nor the run-log path. Two other data paths document their own contract in their own file:
- Observability — the OpenTelemetry trace path, the sandbox startup trace spans, and the sandbox duplex transport instrumentation.
- Run-Log Events — events written to the
local
heartbeat_run_eventstable.
Dimension Values
Telemetry dimension values must be primitives. Use only the value types allowed
by TelemetryDimensionValue:
stringnumberboolean
Do not emit null, undefined, arrays, or objects as dimension values. Optional
dimensions should be omitted when absent.
When a dimension is enum-like, use the shared constant from constants.ts when
one exists. If no shared constant exists, use the generated telemetry type as the
domain. In all cases, the generated telemetry type remains the source of truth
for the emitted value.
Required, Optional, And Sentinel Values
Required and optional dimensions are defined by EventDimensionsMap.
Required dimensions must be present for every event of that name. Optional dimensions should be emitted only when the value is known and useful.
Sentinel values are only for required fields that have no observed raw value at the emitting layer. Do not use a sentinel to hide a concrete value that is new, custom, or not yet represented by a shared constant. Emit the concrete raw value and let the receiving layer canonicalize it.
Adding Or Changing Telemetry
Client code is responsible for emitting approved telemetry events at the right place in the product. Stable event names, dimensions, and enum domains must come from the generated telemetry contract before normal emitters use them.
For product work that needs to propose a new first-party event before schema
registration, use the proposal marker workflow in doc/TELEMETRY_WORKFLOW.md.
Those proposed calls stay on client.track(), carry an @ts-expect-error
marker on the event-name argument, and are swallowed at runtime until the
generated schema registers the event name.
For stable event work:
- Start from
generated/paperclip-telemetry.ts. The generated types are what reviewers use to verify event names, dimensions, optionality, value types, enum descriptions, and schema version. - Choose stable event and dimension names. Do not include user content, local machine details, secrets, credentials, private paths, or values that are not part of the public event contract.
- Use only
string,number, orbooleandimension values. - Reuse a shared constant from
constants.tsfor enum-like dimensions when one exists. If the generated telemetry domain has values beyond a shared constant, keep the emitter aligned with the generated telemetry type. - Keep emitters raw. Do not normalize, alias-map, or lowercase enum-like values in the client unless the generated contract explicitly calls for that emitted value.
- Add or update a typed helper in
events.tswhen the event is first-party and should have a stable helper API. - Update tests for helper behavior, including raw pass-through for enum-like values when that is the intended boundary.
- Update this README only when the contributor workflow, source-of-truth pointers, or durable invariants change. Do not add an event catalog here.
Before opening a pull request, verify that the emitted code, typed helpers, and generated telemetry contract agree. If they disagree, fix the contract or code rather than documenting around the mismatch in this README.
For new first-party events that are not in the generated contract yet, follow
the public proposal and promotion workflow in
doc/TELEMETRY_WORKFLOW.md.
Retention
Retention windows are documented in retention.ts. Each event is assigned a
retention class; the class determines the window in days. This is a
housekeeping and query-cost concern managed by data-infra, not a schema
concern — updating a retention window does not require a schema version bump.
Current classes:
| Class | Window | Description |
|---|---|---|
operational_enum_count |
90 days | Enum/boolean/count/bucket events. No token material, no PII. |
When a new event carries only enums, booleans, counts, or coarse buckets and
no token material or PII, assign it to operational_enum_count in
EVENT_RETENTION_CLASS. If no existing class fits, define a new class in
RETENTION_DAYS and document it here.