parallel

parallel is a skill for Claude Code, Codex from ericrisco/rsc-harness. It costs 80 tokens per session (3,415 once invoked), scanned A, original, MIT.

A guide for splitting independent development work among multiple agents and combining the results afterward. It focuses on deciding whether tasks are truly separate, then coordinating dispatch, collection, and reconciliation.

In plain words
What is it for?
Use it to divide work across disjoint files or components, brief separate agents, gather their changes, and reconcile them under a combined test suite.
Why use it?
It helps avoid conflicts and merge problems caused by running dependent work at the same time. It also makes the boundaries and shared testing responsibilities explicit.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions subagents; mentions Claude Code.

Needs its repository: it reads a path above its own folder, which exists only inside the repository. The line is - Constraints — the constitution rules + stack skill it must honor (e.g. ../fastapi/SKILL.md testing).

Good fit Use it to divide work across disjoint files or components, brief separate agents, gather their changes, and reconcile them under a combined test suite.

Compare 6 skills from other repositories ↓
Install

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.

Clone the repo
git clone --depth 1 https://github.com/ericrisco/rsc-harness
agentmods
npx agentmods add skills/ericrisco/rsc-harness/parallel

Made for: Claude Code, Codex.

Wrote 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.

agentmods badge for parallel

README.md
[![agentmods](https://agentmods.dev/badge/skills/ericrisco/rsc-harness/parallel/github.svg)](https://agentmods.dev/skills/ericrisco/rsc-harness/parallel)
Your own site
<a href="https://agentmods.dev/skills/ericrisco/rsc-harness/parallel"><img src="https://agentmods.dev/badge/skills/ericrisco/rsc-harness/parallel/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.

agentmods 80×15 button for parallel

Your own site · 80×15
<a href="https://agentmods.dev/skills/ericrisco/rsc-harness/parallel"><img src="https://agentmods.dev/badge/skills/ericrisco/rsc-harness/parallel.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 80 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,415 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00080 $0.03415
Opus 5.5 $0.00032 $0.01366
Sonnet 5.5 $0.00016 $0.00683
Haiku 4.5 $0.00008 $0.00342

Measured 20d ago against content hash b6d7bd5f2bbf, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

parallel 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 20d 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.

skills/parallel/SKILL.md · 169 lines

How it starts

The opening of the file, as written. The whole thing — 169 lines — stays where its author put it; the contents beside it link to each section on GitHub.

parallel — fan out independent work, then reconcile

Parallelism is a property of the work, not a wish. Prove the pieces are disjoint, dispatch one subagent per piece with a self-contained brief, then gather and reconcile before anyone calls it done.

This is an on-demand process skill in the SDD chain. You reach it from implement (or any phase) when the work in front of you splits into pieces that could each be handed to a different person who never talks to the others. It owns one discipline: partition → dispatch → gather → reconcile. It does not own the work inside each piece — a subagent building a module still runs its own red → green → refactor loop from implement; this skill only orchestrates the fan-out. It also does not own the place the work runs: a clean branch or checkout to work in is worktrees. parallel decides what can run at the same time; worktrees provides the isolation it runs in.

The whole value is in the gate at the front. Run work in parallel only when it is actually independent. Forcing parallelism onto coupled work does not make it faster — it makes it a merge disaster, and the time you save dispatching you lose tenfold reconciling. Most of this skill is about earning the right to parallelize.

The independence test (run this before dispatching anything)

A set of tasks is safe to parallelize only when every answer below is yes. One no means serialize that pair.

INDEPENDENCE TEST — for every PAIR of candidate tasks
- [ ] Disjoint files       — they never write the same file (and don't both edit a shared barrel/index/registry)
- [ ] No shared state       — no shared in-memory object, DB row, migration, global config, or env they both mutate
- [ ] No ordering edge      — neither needs the other's OUTPUT to start or to assert against
- [ ] No hidden coupling     — not the same schema/contract/type that must agree, not the same external resource
- [ ] Self-containable brief — each can be described fully on its own, with its own done-check, without "see the other task"

Read the full file on GitHub · 169 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 20d ago Changed b6d7bd5f2bbf
  2. 1mo ago First seen · 169 lines · 80 tokens per session scan A 48c56222a354

Subscribe to this mod's changes

parallel is a skill published in the GitHub repository ericrisco/rsc-harness (247 stars, last pushed yesterday), licensed MIT. It adds 80 tokens to every session and 3,415 once invoked, about $0.0003 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 2026-09-03.

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