← Back to Skills Marketplace
78
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install multi-perspective-forum
Description
Run a structured multi-perspective debate in a single LLM call. Five hardcoded viewpoints argue across three rounds to eliminate confirmation bias and produc...
Usage Guidance
This skill itself is coherent: it runs a 5-perspective forum. But before installing, confirm the following: (1) Where will the {DATA} come from? Identify exact connectors (analytics, billing, logs) the skill will read and who grants access. (2) Restrict what is sent to the forum—redact PII/credentials and avoid raw logs or secrets. (3) Verify the cron behavior: who can enable/disable the scheduled runs and what data they will include. (4) The SKILL.md names a nonstandard model string ("github-copilot/claude-opus-4.6"); confirm which model the platform will actually use. (5) Test the skill with sanitized or synthetic data first. If you need to proceed: require explicit approvals for any connector access, limit the frequency/data scope, and monitor runs and outputs for accidental data exposure.
Capability Analysis
Type: OpenClaw Skill
Name: multi-perspective-forum
Version: 1.0.0
The skill implements a multi-perspective debate framework for business audits and retrospectives using OpenClaw's `sessions_spawn` capability. While it processes sensitive operational data such as revenue, error logs, and lead pipelines, this behavior is explicitly documented and aligned with its stated purpose of performing 'Leverage Audits' and 'Weekly Retros.' No evidence of unauthorized data exfiltration, malicious execution, or harmful prompt injection was found in SKILL.md or _meta.json.
Capability Assessment
Purpose & Capability
The name, description, and prompt all align: this is an instruction-only skill to run a structured, multi-perspective forum. However the SKILL.md expects the agent to collect a wide set of operational data (analytics, revenue/signups, error logs, pipeline counts, cron health, cost burn). Those data types are reasonable inputs for the stated use-cases, but they are sensitive and imply the need for connectors/credentials that the skill does not declare. This mismatch (asking for sensitive inputs but not documenting required access) is a design/clarity concern.
Instruction Scope
The instructions explicitly require resending analytics, logs, financials, and other operational state into the prompt. They also define cron schedules and say to use the platform's cron. The doc does not specify where to pull these data from, what should be redacted, or any limits on transmission. That produces scope creep: a forum skill could cause an agent to collect and transmit sensitive company data across connectors or to third-party models without clear constraints.
Install Mechanism
Instruction-only skill with no install spec and no code files. This is the lowest-risk install mechanism: nothing is downloaded or written by the skill itself.
Credentials
The skill declares no required environment variables or credentials, which keeps its declared footprint minimal. At the same time, its DATA payload implies access to analytics, revenue, and logs — access that typically requires credentials or connectors. The absence of declared env/credentials means it's unclear whether the skill expects other skills/agent context to supply those values, which could lead to unexpected data access if connectors are available.
Persistence & Privilege
always is false (good) and model-invocation is allowed (normal). But the skill schedules recurring cron jobs (Monday and Friday) using the platform's cron service. Periodic autonomous runs that collect operational data increase the blast radius if misconfigured. The SKILL.md does not state explicit consent/limits for automatic runs or who may enable them.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install multi-perspective-forum - After installation, invoke the skill by name or use
/multi-perspective-forum - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
**Initial release of agent-forum: structured multi-perspective debate for unbiased decision-making.**
- Runs a 5-agent, 3-round debate in a single LLM call to challenge confirmation bias.
- Hardcoded agent viewpoints: Revenue Realist, Builder, Skeptic, Operator, and Customer Voice.
- Produces clear verdicts: consensus, contested points, and controllable assessment.
- Triggered by keywords (e.g., "run a forum", "leverage audit", "weekly retro") or for second-opinion framing.
- Includes Monday/Friday automated data collection and OpenClaw cron scheduling.
Metadata
Frequently Asked Questions
What is Multi-Perspective Forum?
Run a structured multi-perspective debate in a single LLM call. Five hardcoded viewpoints argue across three rounds to eliminate confirmation bias and produc... It is an AI Agent Skill for Claude Code / OpenClaw, with 78 downloads so far.
How do I install Multi-Perspective Forum?
Run "/install multi-perspective-forum" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Multi-Perspective Forum free?
Yes, Multi-Perspective Forum is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Multi-Perspective Forum support?
Multi-Perspective Forum is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Multi-Perspective Forum?
It is built and maintained by KairoKid (@dodge1218); the current version is v1.0.0.
More Skills