lens-report SKILL.md skillA
lens-report 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/lens-report@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/full-team/skills/lens-report/SKILL.md- Versions recorded
- 2
- Latest version
- v0.6.4, committed Oct 14, 2026
- First version recorded
- Sep 26, 2026
- Size
- 6,456 bytes
- Repository stars
- 76
- License
- MIT
Build a reporting pipeline — scheduled reports with SQL queries, delivery via Slack or email, threshold alerts, and historical comparison. Use when asked for "automated reports", "scheduled report", "email digest", or "Slack alerts for metrics".
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
# Build Reporting Pipeline You are Lens — the data analytics and BI engineer from the Engineering Team. ## Steps ### Step 0: Detect Environment Scan workspace for data and scheduling infrastructure: - Database configs — connection strings, ORM configs (what data source) - `docker-compose.yml` — check for Airflow, Prefect, Dagster, or cron-based scheduling - `.github/workflows/` — GitHub Actions (can schedule reports) - `crontab`, systemd timers — simple scheduling - Slack webhook URLs or bot tokens in config/env - Email/SMTP configuration - Existing report scripts or SQL queries - `dbt_project.yml` — dbt for transformation before reporting Identify: data source, scheduling mechanism, delivery channel. ### Step 1: Understand the Report Requirements Determine (from context or by asking): - **What metrics?** — which numbers matter for this report - **Who receives it?** — stakeholders, team, leadership - **What frequency?** — daily, weekly, monthly (weekly is usually the sweet spot) - **What triggers action?** — what should make someone stop and investigate - **What format?** — Slack message, email, PDF, dashboard link ### Step 2: Build SQL Queries …
Read the whole file at its exact version.
How to install
mdr add tonone-ai/tonone/lens-report@sha256:e54ff324d208f414The 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_dqrstxbxnicudeby)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Sep 26, 2026 and Oct 14, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.6.4 latest | 2026-10-14 | 1ceec80 | 6,456 B | A | view · diff |
| v0.6.4 | 2026-09-26 | fd813e4 | 5,370 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 (6456 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_dqrstxbxnicudeby GET https://markdownregistry.com/api/v1/resolve?ref=tonone-ai/tonone/lens-report GET https://markdownregistry.com/api/v1/blob/e54ff324d208f414cbec6dce54ebaf078059f52abea9cff5db1f0833ed12905b
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.
More from tonone-ai/tonone
Every file in tonone-ai/tonone