Agent skill · Audited from source
Dispatching Parallel Agents
skill · GanyuanRan/AegisMIT licenceAudited 18 Oct 2026 · source 177240a262fe
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…
Cite
Cite this page
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.
- GanyuanRan/Aegis★ 1.4k✓SAFE
- obra/superpowers★ 303k✓SAFE
- jnMetaCode/superpowers-zh★ 8.3k✓SAFE
- xintaofei/codeg★ 3.9k✓SAFE
- FreedomIntelligence/OpenClaw-Medical-Skills★ 3.1k✓SAFE
and 2 more with this name.
Trust audit
Audit 0.4.1 · source read 18 Oct 2026
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
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
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
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
- ✓SAFE B 89 / 100
first audit · source
177240a262fe
README badge
For maintainers · shows the latest audit
[](https://modelsatlas.com/skills/ganyuanran/dispatching-parallel-agents/)
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Questions about Dispatching Parallel Agents
What does the Dispatching Parallel Agents skill do?
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What can Dispatching Parallel Agents access on my machine?
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Sources
- github.com/GanyuanRan/Aegis/tree/main/skills/dispatching-paralle — the audited source at commit 177240a262fe and every finding aboveObserved · 18 Oct 2026
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Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Dispatching Parallel Agents skill do?
- Is Dispatching Parallel Agents safe to install?
- What can Dispatching Parallel Agents access on my machine?