flux-recon SKILL.md skillA
flux-recon from tonone-ai/tonone is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tonone-ai/tonone/flux-recon@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
- tonone-ai/tonone
- Path
bundle/engineering-team/skills/flux-recon/SKILL.md- Versions recorded
- 1
- Latest version
- v0.6.4, committed Sep 26, 2026
- Size
- 3,798 bytes
- Repository stars
- 76
- License
- MIT
Database reconnaissance — full inventory of schema, migrations, data volume, backups, connection pooling, and query patterns. Use when asked to "assess this database", "understand the schema", or "database health check".
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
# Database Reconnaissance 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 all database-related components: - Check for ORM configs: `prisma/schema.prisma`, `alembic.ini`, `drizzle.config.ts`, `ormconfig.ts`, `knexfile.js` - Check for connection strings in `.env`, `database.yml`, `settings.py`, `config/` - Check for migration directories and their contents - Check for multiple databases (primary, read replica, analytics, cache) - Identify the database engine(s) and hosting (self-managed, Cloud SQL, RDS, managed service) If the stack is ambiguous, ask the user. ### Step 1: Analyze Schema Map the full schema: - **Tables/collections** — list all with column counts and primary key types - **Relationships** — foreign keys, join tables, embedded references - **Indexes** — what exists, what is missing (especially on FKs and common query columns) - **Constraints** — NOT NULL, UNIQUE, CHECK, DEFAULT values …
Read the whole file at its exact version.
How to install
mdr add tonone-ai/tonone/flux-recon@sha256:b007932967391e16The 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_dxkqjidrvoxs3tqq)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 26, 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 (3798 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
tonone-ai/tonone · 76 stars · license MIT · pushed 2026-10-14 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_dxkqjidrvoxs3tqq GET https://markdownregistry.com/api/v1/resolve?ref=tonone-ai/tonone/flux-recon GET https://markdownregistry.com/api/v1/blob/b007932967391e1661a3f67b7066bd6ab8e446fa76c37e580b6343ad51d7efb6
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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