What makes Narrative Quality Auditor notable?

1K downloads. Trust evidence available

How should Narrative Quality Auditor be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Narrative Quality Auditor

Use when the user asks to "audit our brand narrative" or "is this message on-canon"; runs separate typed TALE truth, system, or effectiveness profiles and ne... Skill: Narrative Quality Auditor Owner: aaron-he-zhu Summary: Use when the user asks to "audit our brand narrative" or "is this message on-canon"; runs separate typed TALE truth, system, or effectiveness profiles and ne... Tags: latest:19.0.0 Version history: v19.0.0 | 2026-07-24T14:52:50.368Z | auto Version 19.0.0 of narrative-quality-auditor - Added distribution-manifest.json for improved distribution management. -

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.0k

Updated

Oct 11, 2026

Version

19.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1K downloadsadoption · observed Oct 11, 2026
Latest release: 19.0.0release · observed Jul 24, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17e1tg8pjra8dn1dvtq21sahx83hrxj:narrative-quality-auditor

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-aaron-he-zhu-narrative-quality-auditor/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

115,247 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: narrative-quality-auditor
slug: aaron-narrative-quality-auditor
displayName: "Narrative Quality Auditor · 品牌叙事质量门"
summary: "叙事真实性/系统一致性/效果证据分层审计"
description: 'Use when the user asks to "audit our brand narrative" or "is this message on-canon"; runs separate typed TALE truth, system, or effectiveness profiles and never averages them into one composite. Checks differentiation, canon, landing consistency, and evidence integrity. Not for launch readiness — use launch-readiness-auditor; not for social operations — use social-quality-auditor. 品牌叙事分层审计/发布前一致性放行'
version: "19.0.0"
license: Apache-2.0
compatibility: "Claude Code and compatible agent-skill hosts"
homepage: "https://github.com/aaron-he-zhu/aaron-marketing-skills"
when_to_use: "Use for narrative truth, message-system consistency, flagship pre-publish alignment, or measured message-effectiveness review. A full review runs linked profiles separately."
argument-hint: "<canon/surfaces/experiment> [truth|system|effectiveness|full]"
class: auditor
metadata: {"author": "aaron-he-zhu", "version": "19.0.0", "discipline": "narrative", "phase": "evaluate", "geo-relevance": "low", "hermes": {"tags": ["marketing", "narrative", "evaluate"], "category": "narrative"}, "openclaw": {"emoji": "📖", "homepage": "https://github.com/aaron-he-zhu/aaron-marketing-skills"}}
---

# Narrative Quality Auditor

Audit narrative truth, message-system coherence, or measured effectiveness as separate TALE profiles. There is no v18 overall composite: truth cannot be averaged away by coherence, and coherence cannot stand in for effectiveness evidence.

## When This Must Trigger

- The user asks whether positioning/differentiation is defensible.
- A flagship surface needs a pre-publish canon/message-match gate.
- A message experiment or resonance claim needs evidence-integrity review.
- A full narrative review is requested; run linked profiles rather than one blended score.

## Quick Start

```text
Run TALE truth on canon v7 against named alternatives and approved claims.
Run TALE system on homepage/pricing/deck against canon v7 before release.
Run a full review as three linked profile results; do not compute an overall score.
```

## Skill Contract

**Reads:** one canon/surface set or message experiment plus current narrative/claims truth. **Writes:** only permissioned v3 artifacts. **Done when:** each requested profile is independently complete or its Unknowns are explicit, with no canon, claims, or surface mutation.

`narrative-registry` owns canon/version state and `offer-claims-registry` owns claims. This skill judges; authoring/fixing belongs to Trace/Architect/Land skills.

## Data Sources

| Need | Preferred evidence |
|---|---|
| Truth | Named alternatives, interviews/win-loss, product reality, claims projection |
| Architecture | Exact canon/version, message hierarchy, voice/naming/version history |
| Landing | Declared rendered flagship surfaces linked to canon version |
| Effectiveness | Preregistered c

_meta.json

{
  "ownerId": "kn73qjxwmbna25qq8q051epqt980sys5",
  "slug": "narrative-quality-auditor",
  "version": "19.0.0",
  "publishedAt": 1784904770368
}

references/auditor-runtime.md

<!-- GENERATED FILE: run `python3 scripts/generate-auditor-runtime.py --write`; do not edit. -->

# Standalone Auditor Runtime

- **Runtime version:** 3.0.0
- **Catalog version:** 19.0.0
- **Framework:** TALE
- **Auditor:** narrative-quality-auditor
- **Source digest:** `sha256:f8fbd133bdab6a81fce61fc5025871606317310f8641d231afe71560cc82f719`

This immutable bundle is the fail-closed standalone fallback for this auditor. It contains the exact typed framework slice needed to collect observations without inventing rules. Repository/plugin installs use the root policy, schemas, and deterministic scorer. A standalone one-folder install must not fetch mutable sources, compute a score, claim a gate verdict, or persist an audit artifact.

## Typed Framework Snapshot

```json
{
  "catalog_version": "19.0.0",
  "frameworks": {
    "TALE": {
      "composite_score": false,
      "construct": "separate narrative truth, system coherence, and measured effectiveness reads",
      "dimensions": {
        "A": {
          "id_width": 1,
          "item_count": 10,
          "item_prefix": "A",
          "name": "Architecture"
        },
        "E": {
          "id_width": 1,
          "item_count": 10,
          "item_prefix": "E",
          "name": "Evidence"
        },
        "L": {
          "id_width": 1,
          "item_count": 10,
          "item_prefix": "L",
          "name": "Landing"
        },
        "T": {
          "id_width": 1,
          "item_count": 10,
          "item_prefix": "T",
          "name": "Truth"
        }
      },
      "item_policies": {
        "A1": {
          "unknown_policy": "needs-input",
          "veto": true
        },
        "A2": {
          "applicability": "conditional",
          "condition": "a message-house pattern is chosen; pillar count is user-justified rather than universally fixed"
        },
        "A4": {
          "applicability": "conditional",
          "condition": "a change-narrative arc is appropriate to the strategy"
        },
        "A8": {
          "applicability": "conditional",
          "condition": "fixed-length boilerplates are operationally required"
        },
        "E1": {
          "unknown_policy": "needs-input",
          "veto": true
        },
        "L1": {
          "veto": true
        },
        "T1": {
          "definition": "material differentiation is false, contradictory, or unsubstantiated; a literal onlyness claim is not required",
          "veto": true
        }
      },
      "profiles": {
        "effectiveness": {
          "context_equals": {
            "assessment_mode": "effectiveness"
          },
          "dimensions": {
            "E": 1.0
          }
        },
        "system": {
          "context_equals": {
            "assessment_mode": "system"
          },
          "dimensions": {
            "A": 0.5,
            "L": 0.5
          }
        },
        "truth": {
          "context_equals": {
            "assessment_mode": "truth"
          }

skill-card.md

## Description:

Audits brand narrative truth, message-system consistency, landing alignment, and measured effectiveness as separate TALE profiles without averaging them into a composite score.

This skill is ready for commercial/non-commercial use.

## Publisher:

[aaron-he-zhu](https://clawhub.ai/user/aaron-he-zhu)

### License/Terms of Use:

MIT-0

## Use Case:

Brand, marketing, product, and launch teams use this skill to audit whether positioning, canon, flagship surfaces, or message experiments are truthful, internally consistent, and supported by evidence. It is intended for narrative review and evidence-integrity checks, not launch readiness or social operations.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Audit conclusions can be incomplete when relevant canon, claims, surfaces, or experiment evidence are unavailable.

Mitigation: Require missing qualified items to be reported as unknown before findings, and avoid gate verdicts when deterministic scoring inputs are unavailable.

Risk: Saved audit artifacts may contain sensitive brand narrative, claims, surface, or experiment details.

Mitigation: Persist audit artifacts only after explicit authorization and only when an audit record should be retained.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/aaron-he-zhu/skills/narrative-quality-auditor)
- [Project homepage](https://github.com/aaron-he-zhu/aaron-marketing-skills)
- [Standalone Auditor Runtime](references/auditor-runtime.md)
- [Distribution Manifest](distribution-manifest.json)

## Skill Output:

**Output Type(s):** [text, markdown, guidance]

**Output Format:** [Markdown audit report with typed verdict, score state, evidence, Unknowns, and fixes]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [May persist permissioned audit artifacts only after explicit authorization.]

## Skill Version(s):

19.0.0 (source: server evidence and frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

distribution-manifest.json

{
  "capabilities": [
    "inline-delivery",
    "canonical-state-read"
  ],
  "capability_ceiling": "lite",
  "catalog_sha256": "6f0256cf52710f2916ecebaea0f3110c9313099ec4a69a11cac72ba9b2f3b940",
  "files": [
    {
      "bytes": 8434,
      "mode": "0644",
      "path": "SKILL.md",
      "sha256": "da2cf5216f035b23bf47e787bddcce01200e3b1fa6f3c49fb4fd7dd29d8ba603"
    },
    {
      "bytes": 6240,
      "mode": "0644",
      "path": "references/auditor-runtime.md",
      "sha256": "152bb2e5a0d0f43cdd92724d7e35d7e2cd8fded7a3413cb860fff0b236074f48"
    }
  ],
  "files_sha256": "3fe00f5dacb4ac5c46fd37e892978a68826083bdb56311a1636a9bdfa192f3d1",
  "hash_algorithm": "sha256",
  "kind": "standalone-skill",
  "manifest_excludes": [
    "distribution-manifest.json"
  ],
  "manifest_path": "distribution-manifest.json",
  "package_ceiling": {
    "max_bytes": 1000000,
    "max_files": 64
  },
  "profile": "lite",
  "profile_definition_sha256": "4598e1f7bba667ef928ea2a60a6252ad9348086e9eecab29437db442df2a568e",
  "schema_version": "1.1",
  "source": {
    "commit": "f552620c278afddcb25d09637a0cfcc1ce48faf4",
    "repository": "aaron-he-zhu/aaron-marketing-skills"
  }
}

Github ReposUpdated 2d agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW

Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW

Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.