agami-model SKILL.md skillA

agami-model from agamiai/agami-core is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add agamiai/agami-core/agami-model@git:20261102.70809b5

Pins git:20261102.70809b5 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
agamiai/agami-core
Path
plugins/agami/skills/agami-model/SKILL.md
Versions recorded
21
Latest version
git:20261102.70809b5, committed Nov 2, 2026
First version recorded
Jun 23, 2026
Size
31,092 bytes
Repository stars
29
License
a license file GitHub does not identify

The single dashboard for the active profile's semantic model — browse, curate, AND sign off the trust layer in one surface. Browse every subject area, table, field, metric, entity, and join with live search; edit descriptions/metrics/entities/joins; exclude tables/columns you don't want queried; add new metrics; edit datasource.md. Its **Review tab** is the trust-layer sign-off queue: approve / reject the AI-proposed metrics (Rule 1 — a query using an unsigned metric still answers but carries…

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

# agami model

You are running the unified **model + trust** surface — one dashboard to browse the live semantic model, curate it (exclude / edit / add), AND sign off the trust layer (approve / reject metrics, entities, joins). It replaces the separate model-explorer and review-dashboard surfaces.

This skill orchestrates:

1. **Render** — invoke `render_model_explorer.py` to walk every YAML and write a self-contained HTML artifact at `<artifacts_dir>/local/model/<profile>/<ts>.html`. The Python script does the YAML reading — **no LLM tokens spent on the walk**. The dashboard has tabs: **Datasource · Review · Subject areas · Tables · Metrics · Entities · Joins · Examples · Queued**. The **Review** tab is the sign-off queue (the old `/agami-review`); pass `--initial-tab review` to open on it.
2. **Open + wait** — auto-open the file, end the turn, wait for the user to come back with a "Generate feedback for Claude" block (exclude/include, approve/reject, edits, new metrics, org edit).
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add agamiai/agami-core/agami-model@sha256:b291dc5dafe6981d

The line at the top of this page pins the label git:20261102.70809b5, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_bx23cqlilxug3wmg.svg)](https://markdownregistry.com/a/art_bx23cqlilxug3wmg)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 21 versions of this file, between Jun 23, 2026 and Nov 2, 2026, about one every 7 days.

versioncommittedcommitsizeaudit
git:20261102.70809b5 latest2026-11-02 70809b5 31,092 BA view · diff
git:20261102.4d1962d2026-11-02 4d1962d 30,048 BA view · diff
git:20261102.696fb552026-11-02 696fb55 28,846 BA view · diff
git:20261030.0b08d432026-10-30 0b08d43 28,027 BA view · diff
git:20261030.ffcf5cc2026-10-30 ffcf5cc 26,983 BA view · diff
git:20261030.a7765012026-10-30 a776501 26,712 BA view · diff
git:20261029.791f1f32026-10-29 791f1f3 25,028 BA view · diff
git:20261029.81751b42026-10-29 81751b4 26,538 BA view · diff
git:20261029.28c6a752026-10-29 28c6a75 26,202 BA view · diff
git:20261027.77fc1ac2026-10-27 77fc1ac 23,598 BA view · diff
git:20261027.ff0f8d42026-10-27 ff0f8d4 23,483 BA view · diff
git:20261027.3e2c36c2026-10-27 3e2c36c 22,964 BA view · diff
git:20261026.e6b92002026-10-26 e6b9200 22,943 BA view · diff
git:20261026.56172d72026-10-26 56172d7 22,632 BA view · diff
git:20261011.c18f7cd2026-10-11 c18f7cd 22,424 BA view · diff
git:20261010.4c91b612026-10-10 4c91b61 22,567 BA view · diff
git:20260802.88e14d42026-08-02 88e14d4 22,388 BA view · diff
git:20260725.9e710cd2026-07-25 9e710cd 22,158 BA view · diff
git:20260725.62fb1002026-07-25 62fb100 22,166 BA view · diff
git:20260713.0b5d9082026-07-13 0b5d908 22,164 BA view · diff
git:20260623.1f2201d2026-06-23 1f2201d 20,762 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (31092 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

GitHub

agamiai/agami-core · 29 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bx23cqlilxug3wmg
GET https://markdownregistry.com/api/v1/resolve?ref=agamiai/agami-core/agami-model
GET https://markdownregistry.com/api/v1/blob/b291dc5dafe6981d2595bb7b92bcefe6e1d07419efe85143425be8a92aa80c17

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 agamiai/agami-core

CLAUDE.md CLAUDE.md file
agamiai/agami-core · CLAUDE.md
git:20260915.6624fbc · audit A · 29 stars
agami-connect SKILL.md skill
agamiai/agami-core · plugins/agami/skills/agami-connect/SKILL.md · End-to-end database connection for agami: sets up credentials on first run (DB-type picker → writes…
git:20261102.70809b5 · audit A · 29 stars
agami-deploy SKILL.md skill
agamiai/agami-core · plugins/agami/skills/agami-deploy/SKILL.md · EARLY ACCESS (in testing) — usable today, but newer than the local single-player path; feedback welcome via a GitHub…
git:20261011.c18f7cd · audit B · 29 stars
agami-eval SKILL.md skill
agamiai/agami-core · plugins/agami/skills/agami-eval/SKILL.md · Runs the golden evaluation harness for a profile. Picks one golden dataset, regenerates SQL for every question in it…
git:20261011.c18f7cd · audit A · 29 stars
agami-query SKILL.md skill
agamiai/agami-core · plugins/agami/skills/agami-query/SKILL.md · Answers natural-language questions about the user's database. Loads the agami semantic model (subject areas, tables…
git:20261102.70809b5 · audit A · 29 stars
agami-reconcile SKILL.md skill
agamiai/agami-core · plugins/agami/skills/agami-reconcile/SKILL.md · Reconciles known (label, expected_value) numbers from an existing dashboard against agami's answers. Input can be a…
git:20261011.c18f7cd · audit A · 29 stars
agami-save-correction SKILL.md skill
agamiai/agami-core · plugins/agami/skills/agami-save-correction/SKILL.md · Saves a user correction so future queries learn from it. Always appends a (question, corrected_sql) pair to the subject…
git:20261030.0b08d43 · audit A · 29 stars
agami-save-golden SKILL.md skill
agamiai/agami-core · plugins/agami/skills/agami-save-golden/SKILL.md · Writes golden-dataset items for a profile through two doors. The import door turns a question bank — a CSV, one sheet…
git:20261011.c18f7cd · audit A · 29 stars
agami-serve SKILL.md skill
agamiai/agami-core · plugins/agami/skills/agami-serve/SKILL.md · Wires the local agami MCP server (python -m mcp_harness) into the Claude Desktop app in one step, so you can ask your…
git:20261011.c18f7cd · audit A · 29 stars

Every file in agamiai/agami-core

Browse by kind, by grade A, or by owner.