Agent skill · Audited from source

Dispatching Parallel Agents

skill · GanyuanRan/AegisMIT licenceAudited 18 Oct 2026 · source 177240a262fe

★ 1,357pushed today
✓SAFEGrade B · 89/100 · 18 Oct 2026 · 177240a
1,357repo stars · whole GanyuanRan/Aegis

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 177240a262fe and found no filesystem, network or shell access and no hard-coded secrets. What it does: Use when facing 2+ independent tasks without a written plan, with no conflicting shared mutable state or sequential dependencies, where parallel delegation beats inline cost; otherwise inline. Planned tasks use…

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ModelsAtlas. “Dispatching Parallel Agents (GanyuanRan/Aegis)”. Retrieved 18 Oct 2026. https://modelsatlas.com/skills/ganyuanran/dispatching-parallel-agents

7 skills are called “Dispatching Parallel Agents”. You are viewing GanyuanRan/Aegis.

and 2 more with this name.

Trust audit

Audit 0.4.1 · source read 18 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium0 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 13,985 of 14,816 audited skills.

What the source does

  • FilesystemNone observedNo reads or writes in the source
  • NetworkNone observedNo outbound calls in the source
  • ShellNone observedNo commands run in the source
  • DependenciesPinnedNothing floats
  • SecretsNone foundNo keys in source

Five audit layers

LayerWhat we checkResultFindings
L0 ProvenanceRepo owner, licence, archive status, activityPASS0
L1 Static sourceSecrets, path traversal, supply chain, hidden codeNA0
L2 InstructionsPrompt injection, authority framing, hidden directivesPASS0
L3 InventoryThe files and declarations match the sourcePASS0
L4 SandboxRun in isolation and watch behaviourSKIPPED why0

Gates applied: no behavioural pass.

Findings (0)

No findings at any severity. We re-audit when the source changes.

Audit 0.4.1 · source sha 177240a262fe · 18 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • PublisherGanyuanRan GitHub userOwner of the repository this skill is read from
  • Source folderGanyuanRan/Aegis/skills/dispatching-parallel-agentsThe exact folder we audited
  • LicenceMITAs the repository states it
  • Commit pinned for this verdict177240a262feA new audit runs when the source changes
  • Repository statusNot archivedPushed today
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Use when facing 2+ independent tasks without a written plan, with no conflicting shared mutable state or sequential dependencies, where parallel delegation beats inline cost; otherwise inline. Planned tasks use…

---
name: dispatching-parallel-agents
description: "Use when facing 2+ independent tasks without a written plan, with no conflicting shared mutable state or sequential dependencies, where parallel delegation beats inline cost; otherwise inline. Planned tasks use subagent-driven-development."
---

# Dispatching Parallel Agents

## Purpose

Use parallel children for two or more ad-hoc, bounded tasks only when their
independence is already credible and concurrency is worth the coordination.
Parallelism changes elapsed time; it does not relax evidence, ownership, or
completion requirements.

## Dispatch Gate

Dispatch only when all are true:

- there are `2+` distinct tasks or evidence questions;
- one task's result is not needed to define or start another;
- the tasks do not require overlapping writes or the same mutable resource;
- a shared root cause is unlikely based on current evidence;
- each result can be returned with bounded evidence and unresolved unknowns;
- available concurrency and expected work justify coordination cost.

Keep work inline when decomposition is still exploratory, failures may share a
root cause, full-system context is required, or tasks are too small to repay the
handoff. A written implementation plan routes to
`aegis:subagent-driven-development`, not this ad-hoc workflow.

## Context And Ownership

Choose the live host's context inheritance mode deliberately. Give each child
the minimum sufficient instructions and evidence; do not rely on accidental
inheritance or assume that context must never be inherited.

Each task packet states:

- goal and question to resolve;
- allowed files, systems, and side effects;
- known facts and evidence locations;
- constraints, non-goals, and stop condition;
- expected result shape, including unknowns and verification refs.

Isolated model context does not imply an isolated filesystem, process, Git
repository, credential, rate limit, or external service. Prefer read-only
investigation. If children may edit, assign disjoint write ownership explicitly.
The coordinator owns staging, commits, branches, worktrees, integration, and other Git lifecycle mutations.

## Execution

1. Establish the minimum common baseline and record evidence for the task split.
2. Dispatch one bounded task per independent domain, within host concurrency
   limits.
3. Optionally continue coordinator work that does not race child reads or writes.
4. On return, check evidence freshness, unknowns, overlapping assumptions, and
   visible workspace changes.
5. Synthesize disagreements before acting. If results reveal coupling, stop
   parallel mutation and return the work to one owner.
6. For edits, run integrated verification after accepted changes are combined.
   For read-only work, validate the synthesis against the cited sources.

The coordinator owns the concurrency budget. Children do not delegate
recursively unless their packet explicitly permits it. A failed, cancelled, or
timed-out child contributes any available partial evidence; otherwise record no
result and the unresolved unknowns. Retry only with a materially different
packet or serialize the task.

Child output is evidence or a proposal, not a `GateDecision`, completion authority, or permission for external action.

## Common Failure Modes

- Separate files are treated as proof of separate root causes.
- Children receive broad conversation history instead of bounded task context.
- Multiple children edit the same owner or mutate shared services concurrently.
- A child report is accepted without inspecting evidence or current files.
- Parallel work is used for a written plan and bypasses its review checkpoints.
- The coordinator verifies each result alone but never checks the integrated
  state.

When any of these appears, narrow the packets, serialize the shared portion, or
return to the owning debugging or plan workflow.

Excerpt, first 3,885 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.

Install

Pinned to the audited commit 177240a

Download folder ↗
git clone https://github.com/GanyuanRan/Aegis
git -C Aegis checkout 177240a262fe

The author documents no install command, so this uses the repository directly. Our verdict covers commit 177240a262fe only.

Works in

The author has not said which agents this skill supports, and we have not tested it in any.

Audit history

Every audit, every source change

  1. ✓SAFE B 89 / 100

    first audit · source 177240a262fe

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/ganyuanran/dispatching-parallel-agents/badge.svg)](https://modelsatlas.com/skills/ganyuanran/dispatching-parallel-agents/)

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Brainstorming✓SAFE

GanyuanRan/Aegis

Use when defining ambiguous or high-complexity new features, product behavior, UI/component design, architecture choices, contract changes, or when grilling/pressure-testing a plan or design. Routine small requests stay…

★ 1.4kGrade B
Communicating Concisely✓SAFE

GanyuanRan/Aegis

Use when the user asks for caveman mode, fewer tokens, brief responses, compressed communication, or otherwise explicitly requests a much shorter answer.

★ 1.4kGrade B
Establishing Project Context✓SAFE

GanyuanRan/Aegis

Use when the user asks to establish shared project language, or project work exposes a conflicting, renamed, or deprecated domain term that needs active semantic modeling. Routine small tasks stay on the fast path.

★ 1.4kGrade B
Executing Plans✓SAFE

GanyuanRan/Aegis

Use when executing a written implementation plan across sessions or with review checkpoints. Small or single-slice plans stay inline. For same-session independent tasks, use subagent-driven-development instead.

★ 1.4kGrade B
Finishing A Development Branch✓SAFE

GanyuanRan/Aegis

Use when verified work needs integration or cleanup of an existing task-created branch/worktree, or the user explicitly requests merge, PR, or branch lifecycle handling.

★ 1.4kGrade B
First Principles Review✓SAFE

GanyuanRan/Aegis

Use when asked for first-principles or Occam's-razor review, or when high-risk decisions involve competing constraints, fallback growth, duplicate owners, or architecture direction risk. Ordinary bug fixes stay on the…

★ 1.4kGrade B

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Questions about Dispatching Parallel Agents

What does the Dispatching Parallel Agents skill do?
Make AI coding agents architecture-aware: baseline-first, evidence-verified, drift-checked, and safe across long tasks.
Is Dispatching Parallel Agents safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Dispatching Parallel Agents access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
How current is this page?
The grade is for one exact copy of the source (177240a262fe), read on 2026-10-18. The repository is watched, and a new audit runs when it changes — this is the first audit.

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