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consensus-persona-generator

Generate and persist reusable persona panels (persona_set artifacts) for consensus decision workflows. This skill initializes evaluator diversity for downstr...

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Generate and persist reusable persona panels (persona_set artifacts) for consensus decision workflows. This skill initializes evaluator diversity for downstr...

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Install for OpenClaw

Quick setup
  1. Download the package from Yavira.
  2. Extract the archive and review SKILL.md first.
  3. Import or place the package into your OpenClaw setup.

Requirements

Target platform
OpenClaw
Install method
Manual import
Extraction
Extract archive
Prerequisites
OpenClaw
Primary doc
SKILL.md

Package facts

Download mode
Yavira redirect
Package format
ZIP package
Source platform
Tencent SkillHub
What's included
AI-SELF-IMPROVEMENT.md, README.md, SKILL.md, examples/persona-input.json, metadata.json, package-lock.json

Validation

  • Use the Yavira download entry.
  • Review SKILL.md after the package is downloaded.
  • Confirm the extracted package contains the expected setup assets.

Install with your agent

Agent handoff

Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.

  1. Download the package from Yavira.
  2. Extract it into a folder your agent can access.
  3. Paste one of the prompts below and point your agent at the extracted folder.
New install

I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete.

Upgrade existing

I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run.

Trust & source

Release facts

Source
Tencent SkillHub
Verification
Indexed source record
Version
1.1.14

Documentation

ClawHub primary doc Primary doc: SKILL.md 12 sections Open source page

consensus-persona-generator

consensus-persona-generator is the entrypoint for evaluator diversity in the Consensus.Tools ecosystem.

What this skill does

creates N distinct decision personas (role, bias, risk posture, voting style) assigns initial reputation baselines for weighted arbitration (ongoing updates handled by consensus-persona-engine) persists a versioned persona_set artifact to board state reuses compatible persona sets when possible to reduce churn

Why this matters

Most agent pipelines fail because one model self-approves its own output. This skill injects structured disagreement first, so later guards operate over explicit multi-perspective review.

Ecosystem role

Stack position: consensus-tools -> consensus-interact pattern -> consensus-persona-generator -> domain guards -> consensus-persona-engine consensus-tools: board/job/submission ledger substrate consensus-interact: board-native orchestration contract persona-generator: lightweight multi-agent initialization layer persona-engine: reputation update and persona lifecycle state transition layer

Inputs / outputs (automation-friendly)

strict JSON input contract (board_id, task_context, n_personas, etc.) strict JSON output with persona_set_id, personas[], and board write refs deterministic/replayable behavior where feasible

Typical use cases

bootstrap evaluators for email/publish/support/merge/action guards regenerate persona cohorts by domain or risk profile establish reusable governance personas for long-running automation

Runtime, credentials, and network behavior

runtime binaries: node, tsx network calls: none in shipped generator logic environment config read by this package: CONSENSUS_STATE_FILE, CONSENSUS_STATE_ROOT filesystem writes: board/state artifacts under the configured consensus state path

Dependency trust model

consensus-guard-core is the first-party consensus runtime dependency for this package versions are semver-pinned in package.json for reproducible installs this skill does not request host-wide privileges and does not mutate other skills

Install

npm i consensus-persona-generator

Quick start

node --import tsx run.js --input ./examples/persona-input.json

Tool-call integration

This skill is wired to the consensus-interact contract boundary (via shared consensus-guard-core wrappers where applicable): readBoardPolicy getLatestPersonaSet / getPersonaSet writeArtifact / writeDecision idempotent decision lookup This keeps board orchestration standardized across skills.

Invoke Contract

This skill exposes a canonical entrypoint: invoke(input, opts?) -> Promise<OutputJson | ErrorJson> invoke() initializes or reuses persona sets and executes board operations via shared guard-core wrappers. It does not perform ongoing reputation mutation; that belongs to consensus-persona-engine.

Category context

Agent frameworks, memory systems, reasoning layers, and model-native orchestration.

Source: Tencent SkillHub

Largest current source with strong distribution and engagement signals.

Package contents

Included in package
3 Docs3 Config
  • SKILL.md Primary doc
  • AI-SELF-IMPROVEMENT.md Docs
  • README.md Docs
  • examples/persona-input.json Config
  • metadata.json Config
  • package-lock.json Config