search-knowledge SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
search-knowledge from indranilbanerjee/neels-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add indranilbanerjee/neels-plugins/search-knowledge@git:20261011.1a0c374Pins git:20261011.1a0c374 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- indranilbanerjee/neels-plugins
- Path
hermes/digital-marketing-pro/strategy/skills/search-knowledge/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261011.1a0c374, committed Oct 11, 2026
- First version recorded
- Oct 11, 2026
- Size
- 8,531 bytes
- Repository stars
- 7
- License
- MIT
Search the brand's stored knowledge and memory, ranked with provenance. "what are our brand voice guidelines".
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
# /digital-marketing-pro:search-knowledge
> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skills/`. Run them with Python 3.10 or newer: `python`, or `python3` where `python` is not found (macOS, many Linux systems).
## Purpose
Semantic search across all stored brand knowledge in the vector database and knowledge graph. Answers questions like "What worked for email in Q4?", "What are our brand voice guidelines?", "Show me learnings about audience X", or "What did we learn about competitor Y's pricing?" Returns relevant entries ranked by similarity with full provenance context, so agents and users can make decisions informed by everything the brand has ever learned — not just what they remember from the current session. Searches all connected memory layers simultaneously: vector DB for semantic similarity, knowledge graph for entity relationships, and local index for un-synced recent entries.
## Input Required
The user must provide (or will be prompted for):
…Read the whole file at its exact version.
How to install
mdr add indranilbanerjee/neels-plugins/search-knowledge@sha256:b233da8bc64423a7The line at the top of this page pins the label git:20261011.1a0c374, 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_mn5bna7xxlak5clx)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Oct 11, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.1a0c374 latest | 2026-10-11 | 1a0c374 | 8,531 B | A | view · diff |
| git:20261011.82fab54 | 2026-10-11 | 82fab54 | 8,415 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 (8531 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
indranilbanerjee/neels-plugins · 7 stars · license MIT · pushed 2026-11-07 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_mn5bna7xxlak5clx GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/neels-plugins/search-knowledge GET https://markdownregistry.com/api/v1/blob/b233da8bc64423a77d79bfc63e93b4c696ab6c91800d4a0b419b1ed7a38da567
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.
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