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Agent skill · Audited from source

super-swarm-spark

skill · am-will/codex-skillsLicence not declaredAudited 31 Oct 2026 · source 31eb89d791f0

★ 1,041pushed 108 days ago
✓SAFEGrade B · 89/100 · 31 Oct 2026 · 31eb89d
1,041repo stars · whole am-will/codex-skills

Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 31eb89d791f0 and found no filesystem, network or shell access and no hard-coded secrets. What it does: Only to be triggered by explicit super-swarm-spark commands.

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Cite this page

ModelsAtlas. “super-swarm-spark (am-will/codex-skills)”. Retrieved 31 Oct 2026. https://modelsatlas.com/skills/am-will/super-swarm-spark

Trust audit

Audit 0.4.1 · source read 31 Oct 2026

Trust score89/100✓SAFE B
0 critical0 high0 medium1 low0 info

SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 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, activityPASS1
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, no license.

Findings (1)

LOWInventory / provenanceinv.no_license
F-13 Inventory / provenanceCWE-1104Layer L0
Why
no LICENSE file and no repo licence
Fix
add a licence

Audit 0.4.1 · source sha 31eb89d791f0 · 31 Oct 2026Report an issue or request a re-scan

Provenance

Who published it, and what the verdict is pinned to

  • Publisheram-will GitHub userOwner of the repository this skill is read from
  • Source folderam-will/codex-skills/skills/super-swarm-sparkThe exact folder we audited
  • LicenceNot declaredAs the repository states it
  • Commit pinned for this verdict31eb89d791f0A new audit runs when the source changes
  • Repository statusNot archivedLast push 108 days ago
  • Sandboxed runNot runSkills are read, not executed; layer L4 is skipped

What it tells the agent

Full source on GitHub ↗

Its description: Only to be triggered by explicit super-swarm-spark commands.

---
name: super-swarm-spark
description: >
  Only to be triggered by explicit super-swarm-spark commands. 
---

# Parallel Task Executor (Sparky Rolling 12-Agent Pool)

You are an Orchestrator for subagents. Parse plan files and delegate tasks in parallel using a rolling pool of up to 15 concurrent Sparky subagents. Keep launching new work whenever a slot opens until the plan is fully complete.

Primary orchestration goals:
- Keep the project moving continuously
- Ignore dependency maps
- Keep up to 15 agents running whenever pending work exists
- Give every subagent maximum path/file context
- Prevent filename/folder-name drift across parallel tasks
- Check every subagent result
- Ensure the plan file is updated as tasks complete
- Perform final integration fixes after all task execution
- Add/adjust tests, then run tests and fix failures

## Process

### Step 1: Parse Request

Extract from user request:
1. **Plan file**: The markdown plan to read
2. **Task subset** (optional): Specific task IDs to run

If no subset provided, run the full plan.

### Step 2: Read & Parse Plan

1. Find task subsections (e.g., `### T1:` or `### Task 1.1:`)
2. For each task, extract:
   - Task ID and name
   - Task linkage metadata for context only
   - Full content (description, location, acceptance criteria, validation)
3. Build task list
4. If a task subset was requested, filter to only those IDs.

### Step 3: Build Context Pack Per Task

Before launching a task, prepare a context pack that includes:
- Canonical file paths and folder paths the task must touch
- Planned new filenames (exact names, not suggestions)
- Neighboring tasks that touch the same files/folders
- Naming constraints and conventions from the plan/repo
- Any known cross-task expectations that could cause conflicts

Rules:
- Do not allow subagents to invent alternate file names for the same intent.
- Require explicit file targets in every subagent assignment.
- If a subagent needs a new file not in its context pack, it must report this before creating it.

### Step 4: Launch Subagents (Rolling Pool, Max 12)

Run a rolling scheduler:
- States: `pending`, `running`, `completed`, `failed`
- Launch up to 12 tasks immediately (or fewer if less are pending)
- Whenever any running task finishes, validate/update plan for that task, then launch the next pending task immediately
- Continue until no pending or running tasks remain

For each launched task, use:
- **agent_type**: `sparky` (Sparky role)
- **description**: "Implement task [ID]: [name]"
- **prompt**: Use template below

Do not wait for grouped batches. The only concurrency limit is 12 active Sparky subagents.

Every launch must set `agent_type: sparky`. Any other role is invalid for this skill.

### Task Prompt Template

```
You are implementing a specific task from a development plan.

## Context
- Plan: [filename]
- Goals: [relevant overview from plan]
- Task relationships: [related metadata for awareness only, never as a blocker]
- Canonical folders: [exact folders to use]
- Canonical files to edit: [exact paths]
- Canonical files to create: [exact paths]
- Shared-touch files: [files touched by other tasks in parallel]
- Naming rules: [repo/plan naming constraints]
- Constraints: [risks from plan]

## Your Task
**Task [ID]: [Name]**

Location: [File paths]
Description: [Full description]

Acceptance Criteria:
[List from plan]

Validation:
[Tests or verification from plan]

## Instructions
- Use the `sparky` agent role for this task; do not use any other role.
1. Examine the plan and all listed canonical paths before editing
2. Implement changes for all acceptance criteria
3. Keep work atomic and committable
4. For each file: read first, edit carefully, preserve formatting
5. Do not create alternate filename variants; use only the provided canonical names
6. If you need to touch/create a path not listed, stop and report it first
7. Run validation if feasible
8. ALWAYS mark completed tasks IN THE *-plan.md file AS SOON AS YOU COMPLETE IT! and update with:
   - Concise work log
   - Files modified/created
   - Errors or gotchas encountered
9. Commit your work
   - Note: There are other agents working in parallel to you, so only stage and commit the files you worked on. NEVER PUSH. ONLY COMMIT.
10. Double check that you updated the *-plan.md file and committed your work before yielding
11. Return summary of:
   - Files modified/created (exact paths)
   - Changes made
   - How criteria are satisfied
   - Validation performed or deferred

## Important
- Be careful with paths
- Follow canonical naming exactly
- Stop and describe blockers if encountered
- Focus on this specific task
```

### Step 5: Validate Every Completion

As each subagent finishes:
1. Inspect output for correctness and completeness.
2. Validate against expected outcomes for that task.
3. Ensure plan file completion state + logs were updated correctly.
4. Retry/escalate on failure.
5. Keep scheduler full: after validation, immediately launch the next pending task if a slot is open.

### Step 6: Final Orchestrator Integration Pass

After all subagents are done:
1. Reconcile parallel-work conflicts and cross-task breakage.
2. Resolve duplicate/variant filenames and converge to canonical paths.
3. Ensure the plan is fully and accurately updated.
4. Add or adjust tests to cover integration/regression gaps.
5. Run required tests.
6. Fix failures.
7. Re-run tests until green (or report explicit blockers with evidence).

Completion bar:
- All plan tasks marked complete with logs
- Integrated codebase builds/tests per plan expectations
- No unresolved path/name divergence introduced by parallel execution

## Scheduling Policy (Required)

- Max concurrent subagents: **12**
- If pending tasks exist and running count is below 12: launch more immediately
- Do not pause due to relationship metadata
- Continue until the full plan (or requested subset) is complete and integrated

## Error Handling

- Task subset not found: List availab

Excerpt, first 6,000 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 31eb89d

Download folder ↗
git clone https://github.com/am-will/codex-skills
git -C codex-skills checkout 31eb89d791f0

The author documents no install command, so this uses the repository directly. Our verdict covers commit 31eb89d791f0 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 31eb89d791f0

README badge

For maintainers · shows the latest audit

ModelsAtlas: SAFE BMODELSATLASSAFE · B
[![ModelsAtlas: SAFE B](https://modelsatlas.com/skills/am-will/super-swarm-spark/badge.svg)](https://modelsatlas.com/skills/am-will/super-swarm-spark/)

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Similar skills

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Questions about super-swarm-spark

Is super-swarm-spark 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 super-swarm-spark 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 (31eb89d791f0), read on 2026-10-31. The repository is watched, and a new audit runs when it changes — this is the first audit.

Sources

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