adding-inbox-sources
Add a new warehouse-backed source to the PostHog Desktop Self-driving Inbox (the feature that ships GitHub, Linear, Zendesk, pganalyze, Jira). A source syncs…
npx skills add https://github.com/posthog/posthog --skill adding-inbox-sourcesAdding a Self-driving Inbox source
The Self-driving Inbox connects a PostHog data-warehouse source (GitHub, Linear,
Zendesk, pganalyze, Jira today), syncs one "actionable records" table (issues /
tickets / conversations), and a server-side signals scout in
posthog/posthog watches new rows and emits findings/reports into the Code Inbox.
Adding a source touches three surfaces. The scout is not generic over arbitrary
tables — it is driven by a static registry keyed on (source_type, table). The
first two surfaces are mandatory (without them the source can't emit signals or be
toggled in the app); the third is what makes the CLI self-driving wizard offer
the source during onboarding.
This skill lives in posthog/posthog; the UI lives in the separate posthog/code
repo; the wizard's onboarding script lives in PostHog/context-mill:
| Surface | What changes |
|---|---|
posthog/posthog (this repo) | New scout emitter + registry entry + SignalSourceProduct enum value (+ migration) + contract variant. The data-warehouse source itself must already exist (all Tier-1 sources do). |
posthog/code | ~8 UI/wiring files: the source-product unions, toggle card, setup form, hook maps, icon, filter option (+ OAuth service/router only for OAuth sources). |
PostHog/context-mill | The self-driving skill's connected-tools list, so npx @posthog/wizard self-driving offers the source. Optional — skip it and the source still works everywhere else; the wizard just won't proactively suggest it. See "The self-driving wizard surface" below. |
Backend work in
posthog/posthogshould be done in a git worktree (see "Worktree setup" below). Merges in both repos go through the Trunk merge queue — see themerging-prsskill.
Deploy ordering (do not skip)
The backend SignalSourceProduct choice must ship before the Code UI surfaces
the toggle. The Code toggle calls createSignalSourceConfig({ source_product }),
and the Django model rejects a source_product that isn't in its choices → 400.
So: land the posthog/posthog PR(s) first (or at least the enum migration), then the posthog/code PR. When opening both together, note the dependency in the Code PR description.
The setup form: use the dynamic renderer, don't hardcode
Do not hand-code a per-source setup form. PostHog Cloud serves each source's
connect-form field schema over HTTP, and the app renders it generically via
DynamicSourceSetup (packages/ui/src/features/inbox/components/DynamicSourceSetup.tsx).
A new credential-based source needs zero form code — just route its
DataSourceSetup switch case to DynamicSourceSetup with the capitalized
sourceType and the schemas to sync.
- Endpoint:
GET /api/environments/{projectId}/external_data_sources/wizard/?source_type=<Type>→Record<string, SourceConfig>. Client method:PostHogAPIClient.getExternalDataSourceConfigs. Hook:useSourceConfig(sourceType). SourceConfig.fieldsis a union:input(text/email/password/url/number/…),select,switch-group,oauth,oauth-account-select,ssh-tunnel,file-upload.DynamicSourceSetuprenders input/select/switch-group andoauth/oauth-account-selectgenerically, and builds thecreateExternalDataSourcepayload from fieldnames. The backend is the single source of truth for field names/labels/required/secret, so forms never drift.- The field
names become thepayloadkeys — so you no longer hand-maintain them. (Jira →subdomain,email,api_token; allsecret:falseexcept the token.)
OAuth sources need NO bespoke form. DynamicSourceSetup renders the oauth field (a
connect button that starts the flow by kind and polls getIntegrationsForProject for the new
integration, writing its id into payload[<name>]) and the oauth-account-select field (a
server-side-searched picker over the integration's resources) generically. The connect flow is
started by the generic, kind-parameterized integration tRPC router
(packages/host-router/src/routers/integration.router.ts → IntegrationService), so any
provider in OauthIntegration.supported_kinds works with no per-kind service or router. So an
OAuth source (Intercom, HubSpot, Salesforce, …) is the same one-registry-entry change as a
credential source — route its DataSourceSetup case to DynamicSourceSetup.
Only two field types still lack a generic renderer (disable submit): ssh-tunnel and
file-upload. Route those to a bespoke form. Resource pickers that must run after OAuth
(GitHub's repo picker) are handled by oauth-account-select; the old GitHubSetup/ZendeskSetup
/PgAnalyzeSetup hardcoded forms remain only for historical reasons — leave them or migrate to
DynamicSourceSetup opportunistically; don't add new ones.
Supported OAuth kind values (posthog OauthIntegration.supported_kinds,
posthog/models/integration.py): slack, salesforce, hubspot, google-ads, google-analytics, google-search-console, google-sheets, snapchat, linkedin-ads, reddit-ads, tiktok-ads, bing-ads, meta-ads, intercom, linear, clickup, jira, pinterest-ads, stripe (+ github via App install). A source not in this list
must use the API-key form — its warehouse connector takes credentials directly,
independent of the OAuth integration list. (Note: even Jira's warehouse source
uses an API token, not the OAuth kind=jira.)
Source catalog (Tier-1)
source_type = the capitalized DWH type string passed to createExternalDataSource.
Verify exact source_type + payload key names against the posthog
external_data_sources serializer / the source's source.py at implementation time.
| Product | source_type | Table | Auth | Setup template | payload keys |
|---|---|---|---|---|---|
| Jira | Jira | issues | API token | DynamicSourceSetup | subdomain, email, api_token |
| GitLab | GitLab | issues | API token | DynamicSourceSetup | gitlab_host, personal_access_token, project |
| Sentry | Sentry | issues | API token | DynamicSourceSetup | auth_token, organization_slug, api_base_url? |
| Freshdesk | Freshdesk | tickets | API key | DynamicSourceSetup | subdomain, api_key |
| Front | Front | conversations | API token | DynamicSourceSetup | api_token |
| Gorgias | Gorgias | tickets | API key | DynamicSourceSetup | gorgias_domain, email, api_key |
| Intercom | Intercom | conversations | OAuth (kind=intercom) | DynamicSourceSetup | intercom_integration_id |
(Zendesk tickets, GitHub issues, Linear issues, pganalyze issues+servers,
and Jira issues are already shipped — copy them, don't re-add. The Jira row above
stays as the canonical worked example for payload keys and the JSON-blob emitter
gotcha below.)
posthog/code checklist (per source)
Product key is the lowercase source_product (e.g. "jira"). Grep the repo for
"zendesk" (case-insensitive) inside packages/ — every hit that is
source-list-relevant is a place you must add the new product. The canonical list:
Type gates (every source)
packages/shared/src/inbox-types.ts— add"jira"to theSourceProductunion.packages/api-client/src/posthog-client.ts— add toSignalSourceConfig.source_productunion; add a newsource_typevalue only if the record type isn't alreadyissue/ticket.
Live UI path (every source)
packages/ui/src/features/inbox/hooks/useSignalSourceToggles.ts—SetupSourceProduct,SOURCE_TYPE_MAP,SOURCE_LABELS,DATA_WAREHOUSE_SOURCES({ dwSourceType, requiredTable }),ALL_SOURCE_PRODUCTS, and thecomputeValuesinitializer object.packages/ui/src/features/inbox/components/SignalSourceToggles.tsx—SignalSourceValuesfield, atoggleX/setupXcallback, and a<SignalSourceToggleCard>in the "External connections" column (icon/label/description +requiresSetup/onSetup/loading/syncStatus).packages/ui/src/features/inbox/components/DataSourceSetup.tsx—DataSourceType,REQUIRED_SCHEMAS, and theswitchcase. For a credential source, route the case to<DynamicSourceSetup sourceType="Jira" title="Connect Jira" schemas={schemasPayload("jira")} … />— no new form component. Only OAuth/resource-picker sources need a bespokeXSetup.packages/ui/src/features/inbox/components/utils/source-product-icons.tsx—SOURCE_PRODUCT_METAentry (Icon,color,label). Add an inline SVG icon file (copyPgAnalyzeIcon.tsx) if no Phosphor icon fits.packages/ui/src/features/inbox/filterOptions.tsx—INBOX_SOURCE_OPTIONSentry (source-filter dropdown).
Core mirror (keep in sync — SignalSourceService/DataSourceService mirror the maps; not on the live UI path today but keep them consistent)
packages/core/src/inbox/signalSourceService.ts— mirrorSOURCE_TYPE_MAP,DATA_WAREHOUSE_SOURCES,ALL_SOURCE_PRODUCTS,computeSourceValuesinit, plusWarehouseSourceProduct/SignalSourceValues.packages/core/src/inbox/dataSourceService.ts—DataSourceType,REQUIRED_SCHEMAS, acreateXDataSourcemethod.
OAuth plumbing — NOT needed per source anymore
There is now a generic, kind-parameterized integration flow: IntegrationService
(packages/core/src/integrations/integration.ts) + the integration tRPC router
(packages/host-router/src/routers/integration.router.ts). DynamicSourceSetup starts any
OAuth flow through it via the field's kind. So a new OAuth source needs no per-kind
service, symbol, or router — do not clone linear.ts/linear-integration.router.ts per source.
(The old per-kind linear/slack/github routers still exist for other callers; leave them.)
Setup-form specifics
- Credential source: route the
DataSourceSetupswitch case toDynamicSourceSetup. Nothing else — the fields come from the wizard endpoint. - OAuth source: also just route to
DynamicSourceSetup. Its connect-form schema carries theoauthfield (and, if the provider needs a resource picked, anoauth-account-selectfield), whichDynamicSourceSetuprenders generically — connect button + integration polling + account picker, all bykind. No bespoke form. The provider must be inOauthIntegration.supported_kinds. - Issues sources (
github/linear/jira) forceissuestofull_refreshinensureRequiredTableSyncing(useSignalSourceToggles.ts) — add the new product to that condition if it syncs anissuestable (issues get edited/closed, so incremental append would miss updates). Ticket/conversation sources only forceshould_sync=true.
Verify
pnpm --filter @posthog/shared buildafter touchinginbox-types.ts(it's a published type).pnpm typecheck(whole repo — the unions are consumed across packages).biome lint packages/core packages/ui— zeronoRestrictedImports, imports ordered.
posthog/posthog checklist (per source)
Scout lives in products/signals/backend/. The warehouse→signals handoff is
generic; only the per-source emitter + registry entry are new.
-
Enum —
products/signals/backend/enums.py: add aSignalSourceProductvalue + aSIGNAL_SOURCE_PRODUCT_LABELSentry. This regeneratesSIGNAL_SOURCE_PRODUCT_CHOICESused by the model. -
SourceType —
products/signals/backend/models.pySignalSourceConfig.SourceType: only add if the record type isn't alreadyISSUE/TICKET. -
Migration —
python manage.py makemigrations signals→NNNN_alter_signalsourceconfig_source_product. Batch all new enum values into ONE migration when doing several sources — parallel PRs each adding a migration to this model collide in the merge queue. -
Emitter — new module
products/signals/backend/emission/<source>_<table>.pyexporting aSignalSourceTableConfig:partition_field(incremental cursor column),fields(columns to SELECT), optionalwhere_clause,partition_field_is_datetime_string, anemitter(row) -> SignalEmitterOutput(source_product, source_type, source_id, description, weight, extra), and optional LLMactionability_prompt/summarization_prompt. Copygithub_issues.pyand adapt to the warehouse table's columns (read the source'ssettings.py/canonical_descriptions.pyunderproducts/warehouse_sources/backend/temporal/data_imports/sources/<name>/for exact column names).⚠️ Not every source stores flat columns. GitHub/Linear expose
title/body/created_atas top-level columns, so the genericdata_warehouse_record_fetcher(SELECT {fields} FROM {table} WHERE {partition_field} > cursor) works directly. Others do not: e.g. Jira'sissuestable has onlyid,key,self,fields(a nested JSON blob),expand—summary/description/status/createdall live insidefields. For such sources you must SELECTfieldsandJSONExtractString(fields, '…')in the emitter, and thepartition_fieldmust be a JSON expression (JSONExtractString(fields, 'created'),partition_field_is_datetime_string=True). Verify the generic fetcher accepts a JSON-expressionpartition_field(it interpolates it into HogQLWHERE) before assuming a clone works — this is the single most likely thing to be subtly wrong, and it can only be confirmed by running a sync, not by reading code. Inspect the real column shape via the source'scanonical_descriptions.pyfirst. -
Register —
products/signals/backend/emission/registry.py_register_all_emitters():register((ExternalDataSourceType.X, "<table>"), <config>). -
Contract —
products/signals/backend/contracts.py: add aLiteral[SignalSourceProduct.X]variant. -
The generic fetcher (
emission/fetchers/data_warehouse.py), the gate (emission/gate.py), and the warehouse hook plumbing need no changes.
Verify
- Migration applies cleanly;
python manage.py makemigrations --checkis clean afterward. - The
ExternalDataSourceTypemember exists inproducts/warehouse_sources/backend/types.py.
The self-driving wizard surface (PostHog/context-mill) — optional
The two surfaces above make a source work in the app. They do not make the CLI
npx @posthog/wizard self-driving onboarding offer it. That flow is an AI agent
driven by a skill in the separate PostHog/context-mill repo, and its connected-tool
list is hardcoded — it is not read dynamically from the wizard endpoint. So a new
source is invisible to self-driving onboarding until you add it there.
Edit context/skills/self-driving/references/5-connected-tools.md (plus the source-list
mentions in 4-sources.md, 2-read-context.md, and description.md):
- Add the tool to the step-5
wizard_askmulti-select options ({ label, value }). - Add its responder mapping — the same
source_product/source_typepair as the posthog emitter (e.g. Jira →jira/issue). - Add its DWH
source_typeto the "already connected" detection list. - Classify how the run connects it:
- Credential source (API key/token — Jira, Zendesk, pganalyze): the run can't collect credentials in-flight, so it never sends the user to the UI. Group it with Zendesk — arm the dormant responder and record a follow-up. No connector file.
- One-click OAuth source (Linear-style,
kind=<source>integration): add a dedicated connector reference (5X-<source>.md, clone5b-linear.md) that hands over the authorize link and creates the source from the integration id.
dist/ is gitignored (built in CI), but run node scripts/build.js (Node ≥20) once to
confirm the skill bundles; the build validates structure.
created_via attribution
ExternalDataSource.created_via records how a source was created and is derived
server-side from the request transport (get_event_source in
posthog/event_usage.py, keyed on the user-agent) — an API caller cannot set it
directly, which is deliberate (otherwise any client could self-label). A new source
inherits this for free; there is nothing per-source to wire. For reference, the machine
value mcp is upgraded based on the caller:
| Caller | Transport | created_via |
|---|---|---|
PostHog Desktop app inbox (posthog/code) | EventSource.POSTHOG_CODE | self_driving |
npx @posthog/wizard (self-driving program) | EventSource.WIZARD | self_driving |
| Other MCP clients | EventSource.MCP | mcp |
The upgrade lives in _create_external_data_source in
products/warehouse_sources/backend/presentation/views/external_data_source.py.
Worktree setup (posthog/posthog backend work)
# from your local posthog/posthog clone
git fetch origin
git worktree add ../worktrees/inbox-<source> -b <your-branch-prefix>/inbox-<source>-source origin/master
If the agent sandbox has no GPG signing key configured, disable signing for the
commit (git -c commit.gpgsign=false commit) so it doesn't fail on a missing
key. Do not reflexively add --no-verify: the pre-commit/pre-push hooks run
lint, type-check, and ci:preflight, and skipping them lets breakage reach CI.
Only bypass a specific hook if it genuinely can't run in the worktree, and run
the Verify steps above by hand first. Open PRs ready for review (not draft).
Use semantic commit prefix feat(data-warehouse): for anything touching
warehouse sources / signals. Clean up the worktree when merged:
git worktree remove ../worktrees/inbox-<source>.
PR conventions
- One PR per source per repo (per the request). Title:
feat(data-warehouse): add <Source> as a self-driving inbox source. - Base the PR body on the repo's PR template.
- Backend PRs first (or the shared enum migration first); Code PR references the backend PR and the deploy-ordering dependency.
- Migration hygiene: if opening several backend PRs, put all new
SignalSourceProductvalues in ONE prep PR's migration, and have the per-source emitter PRs carry no migration — otherwise they conflict. - Follow the
merging-prsskill to land each PR through the Trunk queue.
Gotchas
source_type(DWH, capitalized e.g."Jira") ≠source_product(lowercase e.g."jira") ≠SourceTyperecord kind ("issue"). Three distinct fields.DATA_WAREHOUSE_SOURCESmatches an existing external source bysource_type.toLowerCase()— sodwSourceTypemust equal the real DWH type string.- The exact
payloadkeys are the real risk. They must match the posthog serializer for thatsource_type. Confirm againstsource.pybefore shipping. - Keep
SOURCE_PRODUCT_METAandINBOX_SOURCE_OPTIONScovered for every product (the inboxCLAUDE.mdcalls this out) or findings render without an icon/filter. - Do not confuse this with
packages/core/src/onboarding/githubConnectService.ts— that's repo-access (clone/branch/PR), unrelated to warehouse sources.