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Collaborate

Name: Collaborate
Author: ivangdavila

by Iván · GitHub ↗ · v1.0.0

cross-platform ⚠ suspicious

789

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Install in OpenClaw

/install collaborate

Description

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

README (SKILL.md)

Auto-Adaptive Collaboration Memory

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

Core Loop:

Recognize — Notice when your own perspective is insufficient
Select — Choose mindset/perspective that fills the gap
Exchange — Engage in dialogue, not delegation
Evaluate — Did the collaboration shift your understanding?
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

\x3C!-- Mindsets that improved outcomes. Format: "context: perspective (level) [notes]" -->

Exchange Patterns

\x3C!-- How collaboration works best. Format: "situation: pattern (level)" -->

Triggers

\x3C!-- Signals that you need collaboration. Format: "signal: action" -->

Avoid

\x3C!-- Perspectives/approaches that didn't add value -->

Empty sections = nothing learned yet. Collaborate, evaluate, record.

Usage Guidance

This skill appears to do what it claims (a library for collaboration mindsets), but it leaves key operational details unspecified. Before installing, ask the publisher/developer: (1) exactly where are 'entries' stored (which files, directories, or external services)? (2) will the skill ever record user messages or sensitive context into those files? (3) is there any sanitization, retention policy, or an opt-out mechanism? If you plan to use it with sensitive projects or PII, avoid enabling it until you confirm it does not persist private data. If you still want to try it, test in a non-sensitive environment and monitor any created/modified files to verify what gets written.

Capability Analysis

Type: OpenClaw Skill Name: collaborate Version: 1.0.0 The OpenClaw AgentSkills skill bundle 'collaborate' is designed to help an AI agent learn and apply collaboration patterns. All files (`_meta.json`, `SKILL.md`, `mindsets.md`, `vs-delegate.md`) contain instructions and examples solely focused on the agent's cognitive process for recognizing, selecting, exchanging, evaluating, and storing collaboration strategies. There is no evidence of data exfiltration, malicious execution, persistence mechanisms, or prompt injection attempts against the agent to perform unauthorized actions. The 'spawn' examples refer to generating prompts for other AI models or internal thought processes, not system-level commands. The content is entirely aligned with its stated purpose.

Capability Assessment

✓ Purpose & Capability

Name, description, and included documents (SKILL.md, mindsets.md, vs-delegate.md) are coherent: the skill is an instruction-only collaborator/mindset library and requests no credentials, binaries, or installs that would be unrelated to that purpose.

⚠ Instruction Scope

The runtime instructions explicitly tell the agent to 'Store — Record useful patterns below' and to 'auto-evolve'. They reference and expect the agent to consult the included markdown files. However, there are no rules about what gets recorded, how entries are sanitized, or whether user-sensitive content may be persisted. The guidance is intentionally open-ended, granting the agent broad discretion to collect and write data.

✓ Install Mechanism

No install spec, no code files, and no external downloads — lowest-risk delivery model (instruction-only).

✓ Credentials

Skill declares no environment variables, credentials, or config paths. Nothing requested appears disproportionate to the stated collaboration purpose.

ℹ Persistence & Privilege

always is false and the skill does not request elevated privileges. Still, the skill's stated behavior ('auto-evolves', 'Store') implies writing to its own markdown files (or another persistent store). That self-modification is plausible for this kind of skill but could result in long-lived records of interactions or context unless the developer specifies retention, sanitization, or access controls.

How to Use

Make sure OpenClaw is installed (local or Docker)
Run the install command in chat: /install collaborate
After installation, invoke the skill by name or use /collaborate
Provide required inputs per the skill's parameter spec and get structured output

Version History

v1.0.0

Initial release

Metadata

Slug collaborate

Version 1.0.0

License —

All-time Installs 3

Active Installs 3

Total Versions 1

Frequently Asked Questions

What is Collaborate?

Auto-learns when to seek different perspectives. Grows a library of useful mindsets and collaboration patterns. It is an AI Agent Skill for Claude Code / OpenClaw, with 789 downloads so far.

How do I install Collaborate?

Run "/install collaborate" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Collaborate free?

Yes, Collaborate is completely free (open-source). You can download, install and use it at no cost.

Which platforms does Collaborate support?

Collaborate is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Collaborate?

It is built and maintained by Iván (@ivangdavila); the current version is v1.0.0.

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