New to Claude Skills? Learn how to install them →

Aposthog on GitHub

Adding Personhog RPC

Free

Streamline the process of adding RPCs to Personhog.

by posthog37.6k stars on posthog/posthog
3 views
Updated Aug 11, 2026
Get this skill

Free · Opens the source repo

What Adding Personhog RPC does

The Adding Personhog RPC skill provides a comprehensive guide for developers looking to integrate new Remote Procedure Calls (RPCs) into the Personhog service. This skill covers the entire process, from defining the proto messages to implementing the necessary code in Rust, and generating client stubs for both Python and Node.js. By following the structured steps outlined in the skill, developers can ensure that their new RPCs are compatible with existing data structures and maintain the integrity of the Personhog API.

Before starting the implementation, the skill emphasizes the importance of performing eligibility checks to confirm that the data being accessed resides within the appropriate tables. This ensures that only relevant data is processed through Personhog, thereby maintaining the system's efficiency and reliability. The skill also guides users through the design of the data access pattern, highlighting the need for valid SQL queries and index compatibility, which are crucial for optimal performance.

The skill details the steps to define proto messages and RPCs, including where to place the new definitions within the project structure. It also outlines best practices for implementing the RPC in Rust, ensuring that developers understand the requirements for both leader and replica RPCs. Additionally, the skill provides clear instructions for generating client stubs, allowing seamless integration with existing Python and Node.js clients. This comprehensive approach makes the Adding Personhog RPC skill an essential resource for developers working with the Personhog service.

When to use it

Use this skill when you need to add a new gRPC endpoint or migrate a Django ORM query to Personhog.

When not to use it

This skill is not suitable for data that does not reside in the specified Personhog tables or for operations that do not conform to the RPC requirements.

What you can build with it

Adding a New Feature Flag RPC

When implementing a new feature flag in Personhog, this skill provides the necessary steps to create the corresponding RPC.

Migrating Django ORM Queries

Use this skill to convert existing Django ORM queries into RPCs that are compatible with the Personhog architecture.

Extending the Personhog API

If you need to extend the Personhog service API, this skill outlines the process for adding new RPCs effectively.

How to install Adding Personhog RPC

View source

1. Install with the skills CLI

npx skills add posthog/posthog/adding-personhog-rpc --agent claude-code

2. Or install it manually

Download the skill folder and drop it into ~/.claude/skills/ for all projects, or .claude/skills/ to scope it to one repo. Restart Claude Code so it picks up the new skill.

Anthropic's agentic coding CLI, and the reference implementation of Agent Skills. Drop a skill folder into ~/.claude/skills and Claude Code loads it automatically whenever a task matches the skill's description. Claude Code docs

Inside SKILL.md

Written by posthog

Adding a personhog RPC

This skill walks through adding a new RPC end-to-end: proto definition, code generation, Rust implementation, and client updates.

Before you start: eligibility check

Personhog serves person, distinct ID, group, group type mapping, cohort membership, and feature flag hash key override data. If the data being accessed doesn't live in one of these tables, this RPC doesn't belong in personhog:

TableData categoryRouting
posthog_personPersonDataReads: replica (eventual) or leader (strong). Writes: leader
posthog_persondistinctidPersonDataSame as person
posthog_groupNonPersonDataAll ops: replica
posthog_grouptypemappingNonPersonDataAll ops: replica
posthog_cohortpeopleNonPersonDataAll ops: replica
posthog_featureflaghashkeyoverrideNonPersonDataAll ops: replica
posthog_personoverridePersonDataReads/writes follow person routing
posthog_personlessdistinctidPersonDataSame as person

If the table is not listed above, stop — this data should not go through personhog.

Step 0: design the data access pattern

Before writing any proto, figure out the SQL query you need. Then validate it against the available indexes — see references/database-indexes.md.

Key questions:

  • What table(s) does this query hit?
  • Does the WHERE clause match an existing index? Every query must be an index scan, never a sequential scan.
  • Is this a read or write? This determines routing (see table above).
  • For reads: does the caller need strong consistency (primary pool) or is eventual (replica pool) acceptable?
  • For batch lookups: is the batch within a single team or cross-team?

Step 1: define proto messages and RPC

All proto files live in proto/personhog/. See references/proto-conventions.md for message conventions and a worked example.

Where to add what

  1. Message typesproto/personhog/types/v1/<domain>.proto (person.proto, group.proto, cohort.proto, feature_flag.proto, or common.proto)
  2. Service RPCproto/personhog/service/v1/service.proto (the public API clients call)
  3. Replica RPCproto/personhog/replica/v1/replica.proto (the internal API the router delegates to)
  4. Leader RPCproto/personhog/leader/v1/leader.proto (only if this is a person-data write routed to leader)

The service and replica protos must both declare the RPC with identical signature. The router delegates from service → replica (or leader) transparently.

Leader RPCs must be safe under at-least-once delivery

A leader-path request can be delivered more than once: clients retry UNAVAILABLE after ambiguous failures, and the router internally replays fence- and transport-bounced requests. Every leader RPC must therefore converge under redelivery — read-only lookups, merges that re-apply to the same state, tombstone-style deletes, max-merge version floors — or carry explicit operation identity so duplicates can be detected. Note the precise contract: a convergent merge still loses to interleaving (a replay can clobber a same-field write another caller made in between); that residual is accepted today and closes with operation identity (see personhog-leader's README). An RPC that neither converges nor carries identity (an unguarded increment, an append) must not be added. If the operation you need fits neither shape, redesign it to carry an idempotency key before defining the proto.

Step 2: generate client stubs

Python

bin/generate_personhog_proto.sh

Then update three files:

  • posthog/personhog_client/proto/__init__.py — add re-exports for new request/response message types
  • posthog/personhog_client/client.py — add a wrapper method matching the pattern of existing methods
  • posthog/personhog_client/fake_client.py — implement the method for test use

Node.js

cd nodejs && pnpm run generate:personhog-proto

Then update:

  • nodejs/src/common/personhog/groups.ts or persons.ts — add a wrapper method to the matching operations class (PersonHogGroupOperations / PersonHogPersonOperations), following the pattern of existing methods. client.ts only constructs and exposes these operation objects; it holds no RPC wrappers itself.
  • nodejs/src/common/personhog/client.test.ts — add a default stub to SERVICE_DEFAULTS for the new RPC

Rust

No generation step needed — tonic regenerates on cargo build. But you must implement the RPC (next step), or the build will fail.

Step 3: implement in Rust

The compiler guides you — once the proto is defined, cargo build errors tell you exactly which trait methods are missing.

3a. Storage layer (personhog-replica)

  1. Add a trait method in rust/personhog-replica/src/storage/traits/<domain>.rs
  2. Implement the query in rust/personhog-replica/src/storage/postgres/<domain>.rs
    • Use sqlx::query_as! or sqlx::query! macros
    • Add timing instrumentation via DB_QUERY_DURATION and DB_ROWS_RETURNED metrics
    • Use self.replica_pool for reads, self.primary_pool for writes
    • Return early for empty batch inputs
  3. Add storage tests in rust/personhog-replica/tests/storage_tests.rs

3b. Service layer (personhog-replica)

  1. Add the RPC handler in rust/personhog-replica/src/service/mod.rs
    • Extract fields from the proto request
    • Call the storage trait method
    • Convert storage results to proto responses
    • Map storage errors to tonic Status codes
  2. Add service tests in rust/personhog-replica/tests/service_tests.rs

3c. Router wiring (personhog-router)

  1. Add the method to rust/personhog-router/src/router/mod.rs
    • Use the route_request function (imported from routing.rs) with the correct DataCategory and OperationType
    • Call the replica (or leader) backend
    • Use the call_backend! macro for instrumentation
  2. Add the service impl to rust/personhog-router/src/service/mod.rs
    • Invoke the route_request! macro (defined at the top of this file) to delegate to the router
  3. Add to the backend trait in rust/personhog-router/src/backend/mod.rs and implement in replica.rs
  4. Add router tests in rust/personhog-router/tests/

Use rstest parameterized tests where multiple variations of the same behavior are being tested.

Step 4: verify

cargo build -p personhog-proto
cargo build -p personhog-replica
cargo build -p personhog-router
cargo test -p personhog-replica
cargo test -p personhog-router

Checklist

  • Query uses an existing index (no seq scans)
  • Proto messages added to types/v1/<domain>.proto
  • RPC added to both service.proto and replica.proto (and leader.proto if needed)
  • Leader RPCs only: operation is safe under at-least-once delivery (convergent under redelivery — read-only, re-appliable merge, tombstone, max-merge — or carries explicit operation identity)
  • Python stubs generated, proto/__init__.py updated, client.py method added, fake_client.py updated
  • Node.js stubs generated, client.test.ts SERVICE_DEFAULTS updated
  • Rust storage trait + postgres impl + service handler + router wiring all implemented
  • Tests added at storage, service, and router layers
  • cargo build and cargo test pass for all three crates

Frequently asked questions about Adding Personhog RPC

Similar skills