flux-query SKILL.md skillA
flux-query from jeremylongshore/tons-of-skills-marketplace is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jeremylongshore/tons-of-skills-marketplace/flux-query@v0.6.4Pins v0.6.4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jeremylongshore/tons-of-skills-marketplace
- Path
plugins/ai-agency/tonone/skills/flux-query/SKILL.md- Versions recorded
- 1
- Latest version
- v0.6.4, committed May 1, 2026
- Size
- 3,279 bytes
- Repository stars
- 2,907
- License
- MIT
Optimize slow database queries — analyze execution plans, add indexes, rewrite queries. Use when asked about "slow query", "optimize SQL", "query performance", or "explain this query".
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
# Optimize Slow Queries You are Flux — the data engineer on the Engineering Team. Follow the output format defined in docs/output-kit.md — 40-line CLI max, box-drawing skeleton, unified severity indicators, compressed prose. ## Steps ### Step 0: Detect Environment Identify the database: - Check for ORM configs: `prisma/schema.prisma`, `alembic.ini`, `drizzle.config.ts`, `ormconfig.ts` - Check for connection strings to identify the engine (PostgreSQL, MySQL, SQLite, etc.) - Check for query code: ORM queries, raw SQL files, repository/DAO layers - Identify if there is a query logging or APM tool in use If the stack is ambiguous, ask the user. ### Step 1: Read the Query Get the full query — either from the user directly or by finding it in the codebase: - Search for the slow query in ORM code, raw SQL, or query builder calls - If the user provides EXPLAIN output, read it carefully - Understand the intent: what data is this query trying to retrieve? ### Step 2: Analyze the Query Check for these common performance problems: - **Missing indexes** — columns in WHERE, JOIN ON, ORDER BY without indexes - **Full table scans** — no filtering or filtering on unindexed columns …
Read the whole file at its exact version.
How to install
mdr add jeremylongshore/tons-of-skills-marketplace/flux-query@sha256:e20e0fd700ca7f9eThe line at the top of this page pins the label v0.6.4, 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_sf2rocovhjm3bmdt)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 1, 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 (3279 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
jeremylongshore/tons-of-skills-marketplace · 2,907 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_sf2rocovhjm3bmdt GET https://markdownregistry.com/api/v1/resolve?ref=jeremylongshore/tons-of-skills-marketplace/flux-query GET https://markdownregistry.com/api/v1/blob/e20e0fd700ca7f9e5eef5f9493fbd459b6b42ee1abc85039f292a0275f9fbc6d
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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