Installable skillMIT

Collaborate

An MCP server that provides on-demand skill loading for AI coding assistants.

BY modbenderUPDATED Oct 27, 2026
INTENDED FOR◈OpenClawInstall in a listed agent.

instructions.md

---
name: collaborate
description: Auto-learns when to seek different perspectives. Grows a library of useful mindsets and collaboration patterns.
---

## Auto-Adaptive Collaboration Memory

This skill auto-evolves. Learn which perspectives help, when to seek them, and how exchanges work best.

**Core Loop:**
1. **Recognize** — Notice when your own perspective is insufficient
2. **Select** — Choose mindset/perspective that fills the gap
3. **Exchange** — Engage in dialogue, not delegation
4. **Evaluate** — Did the collaboration shift your understanding?
5. **Store** — Record useful patterns below

Check `mindsets.md` for perspective archetypes. Check `vs-delegate.md` for when to collaborate vs delegate.

## Collaborate ≠ Delegate

| Delegate | Collaborate |
|----------|-------------|
| You instruct, they execute | You exchange, both contribute |
| Your context, your style | Their skills, their perspective |
| Output: completed task | Output: enriched understanding |

**Trigger:** You need a different lens, not more hands.

## Entry Format

One line: `context: perspective (level) [outcome]`

Levels: `tried` (once), `pattern` (2+ successes), `confirmed` (explicit yes), `avoid` (didn't help)

Examples:
- `UI decisions: UX critic (confirmed) [catches layout issues]`
- `architecture: devil's advocate (pattern) [finds edge cases]`
- `copy/messaging: user-who-hates-reading (tried) [simplified headers]`
- `security: paranoid auditor (confirmed)`

### Perspectives That Help
<!-- Mindsets that improved outcomes. Format: "context: perspective (level) [notes]" -->

### Exchange Patterns
<!-- How collaboration works best. Format: "situation: pattern (level)" -->

### Triggers
<!-- Signals that you need collaboration. Format: "signal: action" -->

### Avoid
<!-- Perspectives/approaches that didn't add value -->

*Empty sections = nothing learned yet. Collaborate, evaluate, record.*
COMPATIBILITY & REFERENCES

Platform guidance

Imported from the listed AgentSkill.sh category. Complete supplied package files and notices are retained. Required external tools and credentials are not installed. No bundled code was executed during import. Individual agent task behavior has not been tested.