Skills library

Useful routines, packaged for your local assistant.

These are first-party SKILL.md packages shipped with SwarmMarshal. Download one, unzip it, then open Agents → Skills → Import skill in the app. Every import is reviewed and stays disabled until you decide to enable it.

ReviewedEvery package is published from the shipped built-in skills folder.
Local-firstSkills run on your computer against the permissions you approve.
No silent scriptsThe app flags scripts, credentials, schedules, and risky instructions before enablement.
automation 2 functions

Walmart Grocery

Learns Walmart grocery habits and prepares reviewable cart drafts.

email.read data.read data.write network.access
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Automation 3 functions

deadline-risk-review

Review messages or notes for commitments, deadlines, blockers, and follow-up risk without inventing urgency

ReadData
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Communication 5 functions

communication-timeline

Build source-grounded timelines from email or message threads using LLM judgment over chronologically ordered source messages

ReadEmail
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Communication 3 functions

meeting-follow-up

Turn meeting notes or a conversation transcript into a clear follow-up plan with owners, dates, and unresolved questions

ReadData
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Diagnostics 4 functions

diagnose-error-rate

Diagnose a (provider, model, function) bucket showing a high error rate by reading the actual error messages and matching them against known failure patterns. Recommends a fix, escalates to the user when only they can act.

ReadDiagnostics
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Diagnostics 4 functions

diagnose-slow-local-llm

Diagnose why a local Ollama model is slow or timing out, distinguishing model-mis-sized-for-hardware from Ollama-can't-see-the-GPU. Recommends a remediation.

ReadDiagnostics
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Diagnostics 2 functions

fix-wedged-ollama

Detect and recover from a wedged Ollama process — symptoms include /api/chat hanging until timeout, /api/ps lying about loaded models, or sudden cliff in success rate after a previously-working model. Restarts Ollama and verifies recovery.

WritesLocal ReadDiagnostics
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Diagnostics 4 functions

swap-undersized-local-model

Pick a local model that fits the machine's hardware envelope and apply the swap. Combines hardware-profile, model-catalog, ollama-pull-model and apply-model-swap into one verified workflow.

WritesLocal ReadDiagnostics
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Email 7 functions

email-summary

Generate concise, actionable summaries of emails and email threads

ReadEmail
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Email 5 functions

email-triage

Categorize and prioritize incoming emails based on urgency, sender importance, and content analysis

ReadEmail
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Email 6 functions

smart-reply

Generate contextually appropriate email reply suggestions

ReadEmail
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Knowledge 3 functions

decision-brief

Distill a long discussion into the decision, evidence, tradeoffs, and remaining uncertainty without rewriting history

ReadData
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Install it safely

Download, inspect, then enable.

  1. Download and unzip the skill package.
  2. In SwarmMarshal, choose Agents → Skills → Import skill.
  3. Paste the unzipped folder path and review the compatibility and security report.
  4. Enable it only when its permissions and behavior match what you expect.