Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add AkshitIreddy/agent-skills --skill parallelize-independent-workgit clone --depth 1 https://github.com/AkshitIreddy/agent-skillsWrote 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/akshitireddy/agent-skills/parallelize-independent-work)<a href="https://agentmods.dev/skills/akshitireddy/agent-skills/parallelize-independent-work"><img src="https://agentmods.dev/badge/skills/akshitireddy/agent-skills/parallelize-independent-work/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/akshitireddy/agent-skills/parallelize-independent-work"><img src="https://agentmods.dev/badge/skills/akshitireddy/agent-skills/parallelize-independent-work.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 | $0.00069 | $0.00611 |
| Opus 5 | $0.00034 | $0.00305 |
| Sonnet 5 | $0.00014 | $0.00122 |
| Haiku 4.5 | $0.00007 | $0.00061 |
Grade A, and why
parallelize-independent-work 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 10d 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 — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Parallelize Independent Work
Use subagents to reduce elapsed time, not to multiply narration or duplicate the same work.
Delegate early
At the start of every request, and again whenever the user adds work mid-turn, do a routing check before substantial local work: are there at least two concrete outcomes that can be investigated, implemented, documented, audited, or verified independently right now? If yes and delegation is available and authorized, default to spawning at least one lane immediately. Do not wait until the main agent has nearly finished.
Treat combined requests as likely candidates even when the user does not name subagents. Common separable lanes include a focused implementation, a read-only adversarial audit, a separate platform or documentation investigation, documentation updates, and visual verification on an already stable build. Keep tightly coupled design and edits in one lane.
Implementation plus independent verification counts as two outcomes when the verifier can work from a stable baseline, fixture, deployed build, or explicitly reserved files. A late-added research question, documentation request, or platform task should trigger a fresh lane instead of silently joining the main critical path.
Spawn those lanes early while keeping the critical integration path active in the main agent. Give each subagent:
- one concrete outcome and a clear stopping condition;
- the minimum context and exact files or systems in scope;
- explicit edit ownership, or a read-only instruction when files overlap;
- relevant verification expectations and external-action limits.
Do not delegate vague “help with the task” work, duplicate another lane, or spawn merely to appear busy.
Coordinate shared state
Assume subagents share the workspace unless the environment says otherwise. Avoid concurrent edits to the same files. Reserve single-instance resources such as a dev server, browser fixture, device, database, or release operation for one owner at a time.
What ships with it
1 file 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.
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.
- 10d ago First seen · 67 lines · 69 tokens per session scan A 70cfa621cfed
parallelize-independent-work is a skill published in the GitHub repository AkshitIreddy/agent-skills (1 stars, last pushed 13d ago), licensed MIT. It adds 69 tokens to every session and 611 once invoked, about $0.0003 per session on Opus 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 2026-08-31.
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