narrative-resonance-monitor SKILL.md skillA
narrative-resonance-monitor from aaron-he-zhu/aaron-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aaron-he-zhu/aaron-marketing-skills/narrative-resonance-monitor@v20.2.0Pins v20.2.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aaron-he-zhu/aaron-marketing-skills
- Path
narrative/evaluate/narrative-resonance-monitor/SKILL.md- Versions recorded
- 6
- Latest version
- v20.2.0, committed Oct 29, 2026
- First version recorded
- Jul 24, 2026
- Size
- 13,717 bytes
- Repository stars
- 3,102
- License
- Apache-2.0
Use when the user asks to "measure how our narrative is landing", "track echo rate against our canon lexicon", or "check how AI answer engines describe our brand"; produces a resonance report — echo rate (overlap of market language with the narrative-registry canon lexicon, method declared), AI-answer perception via tavily.py --answer (proxy-labeled), share-of-voice on a locked competitor panel (reusing share-of-voice-tracker), and resonance signals from bluesky.py / gdelt.py / pageviews.py —…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Narrative Resonance Monitor Measures whether the durable brand narrative is actually landing in the market — an **echo rate** (how much of the market's own language overlaps the narrative-registry canon lexicon, with the matching method declared), an **AI-answer perception** read (how answer engines describe the brand versus the canon, via `scripts/connectors/tavily.py --answer`, proxy-labeled), **share-of-voice** on a locked competitor panel, and public **resonance signals** from Bluesky / GDELT / Wikipedia-attention. It sits in the **Evaluate** phase of the TALE loop and is the resonance-evidence feed for the `E` dimension — specifically the upstream of the `E1` evidence-integrity veto: the *proxy-not-Measured* discipline, echo-rate-with-declared-method, and AI-answer-perception sub-items (see [tale-benchmark.md](../../../references/tale-benchmark.md)). It reads the canon lexicon but never edits it, and it never adjudicates a claim. …
Read the whole file at its exact version.
How to install
mdr add aaron-he-zhu/aaron-marketing-skills/narrative-resonance-monitor@sha256:fc304cbef84bf399The line at the top of this page pins the label v20.2.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_bs7qumwesw3m2t5d)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 24, 2026 and Oct 29, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v20.2.0 latest | 2026-10-29 | 0d0dabf | 13,717 B | A | view · diff |
| v20.1.0 | 2026-09-01 | 0c914b1 | 13,717 B | A | view · diff |
| v20.0.0 | 2026-08-20 | 879002a | 13,964 B | A | view · diff |
| v19.2.0 | 2026-08-10 | d09dd90 | 13,964 B | A | view · diff |
| v19.1.0 | 2026-08-01 | f744424 | 13,964 B | A | view · diff |
| v19.0.0 | 2026-07-24 | 407137c | 13,964 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (13717 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
aaron-he-zhu/aaron-marketing-skills · 3,102 stars · license Apache-2.0 · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bs7qumwesw3m2t5d GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/narrative-resonance-monitor GET https://markdownregistry.com/api/v1/blob/fc304cbef84bf39947fad963a4031af7cb99ca8c53b9ff9b4bf2ba6cf3d71343
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.