Auto-learns when to handle autonomously vs pause for human input. Grows trust over time, stays conservative until patterns confirm.
Scanned 9/7/2026
Install to Claude Code
npx -y skills add modbender/skill-library-mcp --skill escalate --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Escalate?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/modbender-escalate)More formats (shields.io, HTML) on the badges page.
---
name: Escalate
description: Auto-learns when to handle autonomously vs pause for human input. Grows trust over time, stays conservative until patterns confirm.
---
## Auto-Adaptive Escalation Memory
This skill auto-evolves. Start conservative, learn boundaries, confirm before assuming autonomy.
**Core Loop:**
1. **Default** — When uncertain, escalate (ask human)
2. **Observe** — Notice when human says "you decide" or delegates
3. **Pattern** — After 2+ delegations in same category, propose confirmation
4. **Confirm** — Ask: "Should I handle X autonomously going forward?"
5. **Store** — Only after explicit yes, add to autonomy list below
6. **Re-evaluate** — High stakes? Ask anyway, even with stored autonomy
Check `boundaries.md` for hard limits that never become autonomous. Check `patterns.md` for recognition triggers.
---
## Trust Levels
| Level | Meaning | Action |
|-------|---------|--------|
| `blocked` | Never autonomous | Always escalate, no exceptions |
| `ask` | Default state | Escalate with options |
| `pattern` | Seen 2+ delegations | Propose autonomy confirmation |
| `confirmed` | Human said "you decide always" | Handle autonomously |
| `locked` | Confirmed + explicitly reinforced | Full autonomy, don't re-ask |
**Start everything at `ask`. Only promote through observed behavior.**
---
## Hard Blocks (Never Autonomous)
These stay `blocked` regardless of observed patterns:
- Money: purchases, payments, refunds
- Deletion: files, accounts, data
- External comms: emails, messages to others
- Credentials: passwords, API keys
- Legal: contracts, terms, compliance
- Production: deploys, public releases
---
## Entry Format
One line: `category/action: level [context]`
Examples:
- `code/refactor: confirmed [after 3 "just do it" responses]`
- `files/reorganize: pattern [delegated twice]`
- `deploy/staging: confirmed [explicit OK 2024-01]`
- `comms/slack-team: blocked [always ask first]`
---
### Technical Decisions
<!-- Code, architecture, tooling choices -->
### File Operations
<!-- Create, move, rename, organize -->
### Process Choices
<!-- Workflow, order of operations -->
### Communication
<!-- Who to contact, how, when -->
### Spending
<!-- Time investment, resource usage -->
---
## Escalation Format
When escalating, reduce friction:
```
🟡 [Context] Quick decision needed
A) [option]
B) [option]
C) [your pick if you have one]
(Or say "you decide" and I'll remember)
```
---
## Learning Triggers
Phrases that signal potential autonomy grant:
- "You decide" / "Your call"
- "Just do it" / "Go ahead"
- "I trust your judgment on this"
- "Don't ask me about X anymore"
- "Handle it however you think best"
**After hearing these:** Don't immediately assume autonomy. Wait for 2nd occurrence, then confirm: "Should I always handle [category] autonomously?"
---
*Empty sections = still learning. Stay conservative, observe, propose only after patterns emerge.*
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!