Roundtable Adaptive
PassAudited by ClawScan on May 10, 2026.
Overview
This appears to be a coherent multi-model debate skill, but users should know it can send prompts to multiple AI providers, post to Discord, keep thread sessions alive, and save results locally.
Before installing, confirm you are comfortable sharing roundtable topics with the configured AI providers, web search, and the chosen Discord channel. Use explicit commands rather than auto-triggering unless the channel is restricted, monitor model/proxy costs, and avoid confidential prompts unless local retention and provider sharing are acceptable.
Findings (6)
Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.
A configured roundtable-only channel could generate unexpected runs, provider usage, and Discord threads if people post there casually.
If the user enables this optional Discord-channel trigger, normal channel messages can automatically start multi-agent runs and create threads.
Any message in channel [YOUR_CHANNEL_ID] → treat as a roundtable topic automatically. No prefix needed. Message → auto-detect mode → create thread → spawn orchestrator.
Only enable the auto-trigger in a restricted channel, and prefer the explicit `roundtable` command if you want tighter control over when runs start.
Provider credentials or OAuth access will be used to submit prompts to the configured AI services and may incur provider costs.
The skill requires or optionally uses provider credentials to invoke the models that make up the roundtable.
ANTHROPIC_API_KEY (required — Claude panelist; use API key or OAuth in openclaw.json) ... OPENAI_API_KEY (optional — GPT-5.3 Codex panelist; falls back to Claude if absent)
Use least-privilege provider keys where possible, monitor spending, and do not run confidential topics through providers whose data handling you do not trust.
Installing the optional plugin adds another trusted component outside this skill’s reviewed files.
Full-panel operation depends on an optional external plugin and local proxy that are not included in this instruction-only artifact set.
Install Blockrun: `openclaw plugins install @blockrun/clawrouter` then `openclaw gateway restart`
Install the Blockrun plugin only from a trusted source and review its permissions, updates, and wallet/cost behavior separately.
Sensitive prompts or conclusions could remain on disk after the conversation ends.
Roundtable outputs are persisted to a local memory directory, which may include the user’s topic and generated analysis.
Results are saved to `{workspace}/memory/roundtables/YYYY-MM-DD-slug.json` (created automatically).Avoid entering secrets or private business details unless local retention is acceptable, and periodically review or delete saved roundtable files.
Your prompt, web-search context, peer digests, critiques, and synthesis may be visible to several configured providers and to the target Discord channel/thread.
The core workflow intentionally sends the topic and intermediate debate content across multiple model/provider boundaries.
Roundtable spawns a panel of different AI models — Claude, GPT, Gemini, Grok — to debate your topic across multiple rounds
Treat roundtable topics as shared with all configured providers and Discord recipients; use `--no-search` and limited panels for sensitive work.
Thread-bound agents may continue responding after the initial run, which can extend provider usage and keep debate context active.
The skill explicitly keeps panel agents alive after the main debate so users can continue interacting with them in the thread.
Panel agents: Persistent sessions (`mode="session"`, `thread=true`) — stay alive in the Discord thread for follow-up questions.
Close or stop roundtable sessions when finished, and ensure the Discord thread is only accessible to people who should interact with the agents.