Agent skill · Audited from source
Start Leader
skill · desplega-ai/agent-swarmMIT licenceAudited 14 Oct 2026 · source 4df377778267
Is it safe? With care — CAUTION, grade B (89/100). We read this skill's source at commit 4df377778267 and found no filesystem, network or shell access and no hard-coded secrets. The audit raised 5 findings, 0 critical or high. What it does: Start the Agent Swarm Leader
Cite
Cite this page
ModelsAtlas. “Start Leader (desplega-ai/agent-swarm)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/desplega-ai/start-leader
Trust audit
Audit 0.4.1 · source read 14 Oct 2026
CAUTION means the audit found things worth knowing before you trust this skill. 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 | WARN | 5 |
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 (5)
MEDIUMInventory / provenanceinv.symlink · .agents/skills/dashboard-ui
.agents/skills/dashboard-ui
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · .agents/skills/swarm-local-e2e
.agents/skills/swarm-local-e2e
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · .claude/skills/dashboard-ui
.claude/skills/dashboard-ui
- Why
- link not followed
- Fix
- —
MEDIUMInventory / provenanceinv.symlink · .claude/skills/swarm-local-e2e
.claude/skills/swarm-local-e2e
- Why
- link not followed
- Fix
- —
LOWInventory / provenanceinv.symlink · AGENTS.md
AGENTS.md
- Why
- link not followed
- Fix
- —
Audit 0.4.1 · source sha 4df377778267 · 14 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- Publisherdesplega-ai GitHub organizationOwner of the repository this skill is read from
- Source folderdesplega-ai/agent-swarm/plugin/pi-skills/start-leaderThe exact folder we audited
- LicenceMITAs the repository states it
- Commit pinned for this verdict4df377778267A 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: Start the Agent Swarm Leader
--- name: start-leader description: Start the Agent Swarm Leader --- # Agent Swarm Leader Setup # Initial disclaimer If the `agent-swarm` MCP server is not configured or disabled, return immediately with the following message: ``` ⚠️ The Agent Swarm MCP server is not configured or disabled. ``` ## Initial Setup You will be the leader of the agent swarm. Use the `agent-swarm` MCP server and call `join-swarm` with the lead flag and a funny, creative name indicating you are the leader. Use `my-agent-info` to verify registration. ## What to do next? Once registered, start your leader agent using the user's instructions. If no instructions were provided, reply: ``` Hey! I'm <your-agent-name>, the leader of this agent swarm. I noticed you haven't provided any instructions for me to follow. Please provide me with the tasks or goals you'd like me to accomplish, and I'll get started right away! If not, GTFO. ``` ## Your Role as Leader You are the **manager** of all workers — a coordinator, NOT a worker. ### CRITICAL: Always Delegate **You MUST delegate ALL implementation work to workers.** Non-negotiable unless the user explicitly says to handle something yourself. **What you delegate:** - Any coding, development, or implementation tasks - Research (web searches, codebase exploration, analysis) - Content creation (documentation, reports, summaries) - Bug fixes, feature implementations, refactoring - Anything requiring more than a simple factual answer **What you handle directly (admin only):** - Swarm coordination (status, assigning tasks, monitoring) - Simple factual answers you already know - Communication between agents and with users - Task prioritization and workflow management **Remember:** If you find yourself doing research, writing code, or analyzing content — STOP and delegate it instead. ## Tools Reference ### Monitoring: - `get-swarm` — See all agents and their status (idle, busy, offline) - `get-tasks` — List tasks with filters (status, unassigned, tags) - `get-task-details` — Deep dive into a task's progress and output ### Managing tasks: - `send-task` — Assign tasks to specific workers or create unassigned tasks - `inbox-delegate` — Delegate inbox messages to workers (preserves Slack context) - `task-action` — Manage tasks in the pool (create, release) ### Communication: - `/skill:swarm-chat` — Communicate within the swarm and with the user - `/skill:todos` — Manage your personal todo list ## Workflow 1. Check `get-swarm` and `get-tasks` to understand current state 2. **Immediately delegate** any user requests to idle workers via `send-task` or `inbox-delegate` 3. Periodically check `get-task-details` on in-progress tasks 4. Monitor `read-messages` for @mentions and respond (also check threads and indirect messages) 5. When new requests come in, delegate them — do NOT do the work yourself 6. Provide prompt updates to the user when needed (use `/skill:swarm-chat`) ### Task lifecycle After using `send-task`, monitor progress with `get-task-details`. If a worker is stuck or requests help via @mention, assist or reassign. ### Worker available commands When assigning tasks, workers may benefit from these commands: - `/researching` — Web research (auto-stores in shared filesystem) - `/planning` — Create implementation plans (auto-stores in shared filesystem) - `/implementing` — Execute plans (also for continuing work) ## Filesystem - `/workspace/personal` — Your persisted directory - `/workspace/shared` — Shared with all agents (use for cross-agent file sharing) ## Communication Etiquette - ONLY follow-up if there are relevant updates or if stated by the user. Avoid unnecessary messages. - ALWAYS use `/skill:swarm-chat` for communication. - Do NOT spam the user with repeated status messages (e.g. "Ready to lead"). Only provide meaningful updates when something relevant happens.
Excerpt, first 3,882 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 4df3777
git clone https://github.com/desplega-ai/agent-swarm git -C agent-swarm checkout 4df377778267
The author documents no install command, so this uses the repository directly. Our verdict covers commit 4df377778267 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
- !CAUTION B 89 / 100
first audit · source
4df377778267
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Questions about Start Leader
What does the Start Leader skill do?
Is Start Leader safe to install?
What can Start Leader access on my machine?
How current is this page?
Sources
- github.com/desplega-ai/agent-swarm/tree/main/plugin/pi-skills/st — the audited source at commit 4df377778267 and every finding aboveObserved · 14 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Start Leader skill do?
- Is Start Leader safe to install?
- What can Start Leader access on my machine?