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 agentmods add skills/naimkatiman/continuous-improvement/ultraworknpx skills add naimkatiman/continuous-improvement --skill ultraworkgit clone --depth 1 https://github.com/naimkatiman/continuous-improvementWrote 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/naimkatiman/continuous-improvement/ultrawork)<a href="https://agentmods.dev/skills/naimkatiman/continuous-improvement/ultrawork"><img src="https://agentmods.dev/badge/skills/naimkatiman/continuous-improvement/ultrawork.svg" alt="Measured on agentmods" 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 | $0.00014 | $0.01524 |
| Opus 5 | $0.00007 | $0.00762 |
| Sonnet 5 | $0.00003 | $0.00305 |
| Haiku 4.5 | $0.00001 | $0.00152 |
Grade A, and why
ultrawork 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 yesterday.
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 — 143 lines — stays where its author put it; the contents beside it link to each section on GitHub.
<Use_When>
- Multiple independent tasks can run simultaneously
- User says "ulw", "ultrawork", or wants parallel execution
- You need to delegate work to multiple agents at once
- Task benefits from concurrent execution but the user will manage completion themselves </Use_When>
<Do_Not_Use_When>
- Task requires guaranteed completion with verification -- use
ralphinstead (ralph includes ultrawork) - Task requires a full autonomous pipeline -- use
autopilotinstead (autopilot includes ralph which includes ultrawork) - There is only one sequential task with no parallelism opportunity -- delegate directly to an executor agent
- User needs session persistence for resume -- use
ralphwhich adds persistence on top of ultrawork </Do_Not_Use_When>
<Why_This_Exists> Sequential task execution wastes time when tasks are independent. Ultrawork enables firing multiple agents simultaneously and routing each to the right model tier, reducing total execution time while controlling token costs. It is designed as a composable component that ralph and autopilot layer on top of. </Why_This_Exists>
<Execution_Policy>
- Fire all independent agent calls simultaneously -- never serialize independent work
- Always pass the
modelparameter explicitly when delegating - Read
docs/shared/agent-tiers.mdbefore first delegation for agent selection guidance - Use
run_in_background: truefor operations over ~30 seconds (installs, builds, tests) - Run quick commands (git status, file reads, simple checks) in the foreground
- Resolve intent and uncertainty before implementation; explore first, ask only when still blocked
- For non-trivial tasks, produce a dependency-aware plan with parallel waves before execution
- Keep delegated-task reports concise: short summary, files touched, verification status, blockers
- Manual QA is required for implemented behavior, not just diagnostics </Execution_Policy>
<Tool_Usage>
- Use
Task(subagent_type="oh-my-claudecode:executor", model="haiku", ...)for simple changes - Use
Task(subagent_type="oh-my-claudecode:executor", model="sonnet", ...)for standard work - Use
Task(subagent_type="oh-my-claudecode:executor", model="opus", ...)for complex work - Use
run_in_background: truefor package installs, builds, and test suites - Use foreground execution for quick status checks and file operations </Tool_Usage>
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.
- yesterday First seen · 143 lines · 14 tokens per session scan A d6295f533621
ultrawork is a skill published in the GitHub repository naimkatiman/continuous-improvement (7 stars, last pushed 10d ago), licensed MIT. It adds 14 tokens to every session and 1,524 once invoked, about $0.0001 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 2026-09-03.
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