hor-ai-prompt-document-store SKILL.md skillA
hor-ai-prompt-document-store from openreachtech/hora-skills-ort-renchan is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add openreachtech/hora-skills-ort-renchan/hor-ai-prompt-document-store@git:20260905.5a04969Pins git:20260905.5a04969 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- openreachtech/hora-skills-ort-renchan
- Path
kit/skills/hor-ai-prompt-document-store/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260905.5a04969, committed Sep 5, 2026
- Size
- 13,483 bytes
- Repository stars
- 32
- License
- Apache-2.0
Store and compose AI-agent prompts and documents from the database rather than hard-coding them in a renchan backend — agent config, default and role instructions, documents, and tool schemas all held as data, assembled into the runtime prompt at request time and versioned through backup tables. Use whenever the user asks to add or change how agent instructions, roles, documents or tools are stored, seeded, read or written, or to model the AiAgent / Document / AiTool tables.
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
# AI Prompt & Document Store (DB-backed prompts, documents, and tools) Every editable part of an AI agent — its instruction, its role, its attached documents, and its available tool schemas — lives in the database, not in code. At request time a **composer** turns those rows into the final prompt; edits are ordinary data changes, versioned by backup tables. ## Grand principle: prompts, documents, and tool schemas are versioned data; the prompt is composed at runtime Nothing agent-facing is a string constant in code. The agent's `instruction` and `role` are DB columns; its documents are `Document` rows linked by an assignment; its tools are JSON stored in `AiTool.payload`. A `DocumentInstructionComposer` assembles the runtime prompt from these rows; every editable text has a `*Bk` backup copy so history is preserved. - **Why store prompts in the DB**: instruction/role wording changes constantly and per-agent — making it data means editing it is a mutation (with history), not a deploy. Seeders provide the baseline text from `constants/aiConstants.cjs`; runtime edits go through resolvers. …
Read the whole file at its exact version.
How to install
mdr add openreachtech/hora-skills-ort-renchan/hor-ai-prompt-document-store@sha256:380f1674651db0a8The line at the top of this page pins the label git:20260905.5a04969, 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_qddy5nuuge6ek777)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 5, 2026.
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 (13483 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
openreachtech/hora-skills-ort-renchan · 32 stars · license Apache-2.0 · pushed 2026-10-16 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qddy5nuuge6ek777 GET https://markdownregistry.com/api/v1/resolve?ref=openreachtech/hora-skills-ort-renchan/hor-ai-prompt-document-store GET https://markdownregistry.com/api/v1/blob/380f1674651db0a8a3ad79445f373e5326bcfefcfba33a909acd15f9dc7a4e64
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.