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/bartoszarendt/agenticloop/parallel-delegationnpx skills add bartoszarendt/agenticloop --skill parallel-delegationgit clone --depth 1 https://github.com/bartoszarendt/agenticloopWrote 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/bartoszarendt/agenticloop/parallel-delegation)<a href="https://agentmods.dev/skills/bartoszarendt/agenticloop/parallel-delegation"><img src="https://agentmods.dev/badge/skills/bartoszarendt/agenticloop/parallel-delegation.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 | $0.00112 | $0.07625 |
| Opus 5 | $0.00056 | $0.03812 |
| Sonnet 5 | $0.00022 | $0.01525 |
| Haiku 4.5 | $0.00011 | $0.00762 |
Grade A, and why
parallel-delegation 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 3d 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 — 695 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Parallel Delegation
This is the trigger-loaded parallel-lane law. Worktree lifecycle and Git rules
remain in agenticloop/AGENTIC_LOOP.md.
Parallel Opportunity Scan
Trigger. Every authorized multi-task work unit (phase, group, milestone, epic, task set, or other bounded multi-task unit) receives one current scan after decomposition, once per meaningful readiness snapshot. Source plans, roadmaps, architecture documents, issue groupings, and maintainer proposals are inputs only; none is a scan result or parallel authorization.
Before selecting an execution order, the orchestrator records the scan in the
canonical ## Concurrency Plan, an authorized task-record surface, or a
single-writer coordination output. Do not duplicate it into every task or create
a shared mutable findings ledger. The maintainer supplies per-task code/collision
and joinability classifications through ## Parallel Safety; the orchestrator
verifies required task, artifact, host, liveness, and join inputs, then records
and routes the batch decision. The orchestrator does not originate or override a
semantic/code classification.
Decide inventory completeness before ready count. A ready count over an inventory never proven complete is not an answer:
- incomplete inventory or decomposition ->
incomplete; never an eligibility answer, however few tasks are visible. Repair the evidence and rescan. - complete inventory, zero ready tasks ->
no_eligible_work. - complete inventory, one ready task or no valid candidate pair ->
not_currently_eligible, recorded asnot currently eligible - <n> ready task(s)plus a rescan trigger. - only a complete, fresh, fully accounted inventory reaches
parallel_candidates; then perform the assessment below.
Rescan when inventory membership or enumeration coverage, task carrier digests, base or dependency evidence, ready membership, task scope or ownership, shared design assumptions, base artifact, host capability, backend collision state, or a cross-lane finding 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.
- 3d ago First seen · 695 lines · 112 tokens per session scan A 6bb51719570e
parallel-delegation is a skill published in the GitHub repository bartoszarendt/agenticloop (2 stars, last pushed 14d ago), licensed MIT. It adds 112 tokens to every session and 7,625 once invoked, about $0.0006 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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