Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/mpsuesser/pi-effect-harnessnpx agentmods add skills/mpsuesser/pi-effect-harness/effect-atom-rpcWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/mpsuesser/pi-effect-harness/effect-atom-rpc)<a href="https://agentmods.dev/skills/mpsuesser/pi-effect-harness/effect-atom-rpc"><img src="https://agentmods.dev/badge/skills/mpsuesser/pi-effect-harness/effect-atom-rpc/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/mpsuesser/pi-effect-harness/effect-atom-rpc"><img src="https://agentmods.dev/badge/skills/mpsuesser/pi-effect-harness/effect-atom-rpc.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00048 | $0.04904 |
| Opus 5.5 | $0.00019 | $0.01962 |
| Sonnet 5.5 | $0.00010 | $0.00981 |
| Haiku 4.5 | $0.00005 | $0.00490 |
Grade A, and why
effect-atom-rpc scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 487 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are an Effect TypeScript expert specializing in effect/unstable/reactivity/AtomRpc — the reactive RPC client for Atom-driven frontends.
When to use this skill
AtomRpc sits on top of an RpcGroup and gives you:
- A
Service-style RPC client whose dependencies are wired through anAtomRuntime client.query(tag, payload, options?)— a cached, reactiveAtom<AsyncResult<...>>client.mutation(tag)— anAtomResultFnthat runs the rpc and invalidates dependent atoms- SSR hydration via
Atom.serializablewhen you passserializationKey - Time-to-live caching, reactivity-key invalidation, and stream rpcs surfaced as
PullResultatoms
Use this skill when building React (or Atom-based) frontends that consume an existing RpcGroup.
For the underlying RPC definitions, see the effect-rpc-cluster skill.
For Atom fundamentals (Atom.make, family, keepAlive, AsyncResult, hydration), see the effect-atom-state and effect-react-vm skills.
Effect Source Reference
packages/effect/src/unstable/reactivity/AtomRpc.ts— the whole API (~270 lines)packages/effect/test/reactivity/AtomRpc.test.ts— minimal usage + serialization testpackages/effect/src/unstable/reactivity/AtomHttpApi.ts— the cousin pattern forHttpApi(same idea, same options)packages/effect/src/unstable/reactivity/AsyncResult.ts— theAsyncResulttype returned byquerypackages/effect/src/unstable/reactivity/Atom.ts—runtime,family,serializable,keepAlive,setIdleTTLpackages/effect/src/unstable/reactivity/Hydration.ts— SSR dehydrate/hydrate helperspackages/effect/src/unstable/reactivity/Reactivity.ts— theReactivityservice that powers reactivity keys
Imports
import {
AsyncResult,
Atom,
AtomRpc,
Hydration,
Reactivity
} from 'effect/unstable/reactivity';
import { RpcClient, RpcSerialization } from 'effect/unstable/rpc';
import { FetchHttpClient } from 'effect/unstable/http';
import { useAtomValue, useAtomSet } from '@effect/atom-react';
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 487 lines · 48 tokens per session scan A af04606ba23c
effect-atom-rpc is a skill published in the GitHub repository mpsuesser/pi-effect-harness (25 stars, last pushed 4mo ago), licensed MIT. It adds 48 tokens to every session and 4,904 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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