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Autonomous task execution from GTD.md items. Use when processing GTD tasks, call prep, outreach, or podcast preparation.
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Based on SOC occupation classification
| name | gtd |
| description | Autonomous task execution from GTD.md items. Use when processing GTD tasks, call prep, outreach, or podcast preparation. |
Autonomous task execution from GTD.md items.
/cyber-gtd@GTD.md → extract items from # Nextbun scripts/db/query.ts find-entity "<name>"~/CybosVault/private/content/work/MMDD-<slug>.md| Pattern | Confidence | Workflow |
|---|---|---|
| "ask for call", "message", "email", "reach out" | High | → workflows/outreach.md |
| "call with", "meeting", "X <> Y", "sync" | High | → workflows/call-prep.md |
| "podcast" | High | → workflows/podcast.md |
| company name, "research", "DD", "look into" | Medium | → workflows/research.md |
| no match | Low | Best judgment → log to learnings.md |
Query database for entity context:
bun scripts/db/query.ts find-entity "<name>" --jsonbun scripts/db/query.ts entity <slug> --jsonAll outputs to ~/CybosVault/private/content/work/MMDD-<slug>.md:
# Task: [Task Description]
**Status:** Pending Approval | Completed | Incomplete
**Created:** YYYY-MM-DD HH:MM
**GTD Item:** [Original text from GTD.md]
**Workflow:** [Which workflow handled this]
---
## Context
**Entity:** [Name]
- Type: [person/org]
- Deal: [link if exists]
- Previous calls: [N calls found]
**Key Info:**
[Relevant context from calls, deals, entity files]
---
## Draft
[Message/agenda/questions/etc]
---
## Pending Actions
- [ ] Send via Gmail to email@example.com
- [ ] Alternative: Telegram @handle
---
## Execution Log
- HH:MM - [action taken]
Agent completes what it can autonomously:
Then queues actions requiring approval:
When processing tasks, if you notice 3+ similar patterns that don't have a dedicated workflow, suggest: "I've seen '[pattern]' multiple times. Want me to create a workflow for it?"
Log all task executions to @learnings.md for pattern analysis.
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