managing-vector-db SKILL.md skillA
managing-vector-db from richfrem/agent-plugins-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add richfrem/agent-plugins-skills/managing-vector-db@git:20261024.3106a82Pins git:20261024.3106a82 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- richfrem/agent-plugins-skills
- Path
plugins/agent-memory/.apm/skills/managing-vector-db/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261024.3106a82, committed Oct 24, 2026
- Size
- 3,982 bytes
- Repository stars
- 7
- License
- MIT
Interactive ChromaDB setup wizard and vector-index operations in the main conversation. Configure profiles, ingest files, search semantically, audit coverage, clean orphaned chunks and launch a local server. Use for vector database maintenance and phase-two semantic retrieval.
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
# Managing Vector DB Read the matching workflow. Run commands from this skill's folder with `AGENT_MEMORY_PROJECT_ROOT` set to the consumer project for global installations. ## Contents [Interaction](#interaction) · [Constraints](#constraints) · [Workflow](#workflow) · [Quick start](#quick-start) · [Verification](#verification) ## Interaction Treat slash-invocation arguments as supplied requirements; do not ask for them again. For setup or layer upgrades, read [guided setup](references/interactive-setup.md) before configuring anything. Stay in the main conversation, reuse supplied answers and ask one unresolved question per turn. Recommend standalone/in-process defaults; confirm only missing scope and conflicting or destructive changes. Preview merged profiles and dependency needs, then perform the authorized work and validate actual results. Continue selected sibling-skill modes in this session; never fork a setup agent or repeat the interview. For an explicit ingest/query/audit request, use its mode directly. ## Constraints - Always select the intended profile; preserve existing manifests and collection settings. …
Read the whole file at its exact version.
How to install
mdr add richfrem/agent-plugins-skills/managing-vector-db@sha256:8bbbb506001cb7abThe line at the top of this page pins the label git:20261024.3106a82, 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_e5cv7czyidvzdvk5)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 24, 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 (3982 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
richfrem/agent-plugins-skills · 7 stars · license MIT · pushed 2026-11-04 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_e5cv7czyidvzdvk5 GET https://markdownregistry.com/api/v1/resolve?ref=richfrem/agent-plugins-skills/managing-vector-db GET https://markdownregistry.com/api/v1/blob/8bbbb506001cb7ab19f7e81031dca5336f02a3761d8a32c4a36e92d63f8bc591
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.