agami-reconcile SKILL.md skillA
agami-reconcile from agamiai/agami-core is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add agamiai/agami-core/agami-reconcile@git:20261011.c18f7cdPins git:20261011.c18f7cd 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-reconcile/SKILL.md- Versions recorded
- 16
- Latest version
- git:20261011.c18f7cd, committed Oct 11, 2026
- First version recorded
- Sep 1, 2026
- Size
- 85,902 bytes
- Repository stars
- 29
- License
- a license file GitHub does not identify
Reconciles known (label, expected_value) numbers from an existing dashboard against agami's answers. Input can be a SCREENSHOT of a Metabase / Power BI / Tableau / Looker dashboard (Claude's vision extracts the pairs), a CSV, or numbers pasted inline — the user doesn't need to know which; they can just ask. For each pair, the skill generates a matching NL question, runs it through the active profile's semantic model, diffs actual vs expected, and surfaces matches in green and mismatches in red…
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 reconcile You are running the reconciliation harness. Goal: take the evidence a person brings and prove agami can reproduce each answer. That evidence is labeled numbers from an existing dashboard (Tableau / Looker / Mode / Metabase / Power BI / spreadsheet), most often a **screenshot**, sometimes a CSV or pasted list; or the SQL they trust; or a list of questions. When numbers match and every part of the person's statement checks out, that's evidence the semantic model is right. When they don't, the receipt drill-down and the part ledger explain why: a definitional disagreement (gross vs net, refunds in vs out, FX rate at booking vs reporting date), a join the semantic model is missing, or a mistake in the person's own query. That is exactly the trust signal that makes a DE relax. **The person's query is evidence, never the answer.** Every part of it is graded against the semantic model and the warehouse before anything is compared or kept. This skill orchestrates: …
Read the whole file at its exact version.
How to install
mdr add agamiai/agami-core/agami-reconcile@sha256:358a92534f9f4959The line at the top of this page pins the label git:20261011.c18f7cd, 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_fc255kyjooptkstz)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 16 versions of this file, between Sep 1, 2026 and Oct 11, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.c18f7cd latest | 2026-10-11 | c18f7cd | 85,902 B | A | view · diff |
| git:20260918.ce8ead3 | 2026-09-18 | ce8ead3 | 85,047 B | A | view · diff |
| git:20260918.76caa05 | 2026-09-18 | 76caa05 | 82,748 B | A | view · diff |
| git:20260918.9ac8c84 | 2026-09-18 | 9ac8c84 | 82,558 B | A | view · diff |
| git:20260917.f37cceb | 2026-09-17 | f37cceb | 82,300 B | A | view · diff |
| git:20260917.98dda49 | 2026-09-17 | 98dda49 | 82,110 B | A | view · diff |
| git:20260916.df48653 | 2026-09-16 | df48653 | 79,811 B | A | view · diff |
| git:20260916.38e8bd0 | 2026-09-16 | 38e8bd0 | 79,508 B | A | view · diff |
| git:20260916.b6bcba2 | 2026-09-16 | b6bcba2 | 79,401 B | A | view · diff |
| git:20260916.24dcdea | 2026-09-16 | 24dcdea | 79,537 B | A | view · diff |
| git:20260916.9df730c | 2026-09-16 | 9df730c | 79,516 B | A | view · diff |
| git:20260909.e790f46 | 2026-09-09 | e790f46 | 33,165 B | A | view · diff |
| git:20260907.2c25906 | 2026-09-07 | 2c25906 | 33,090 B | A | view · diff |
| git:20260901.108ae4a | 2026-09-01 | 108ae4a | 16,750 B | A | view · diff |
| git:20260901.bcd9235 | 2026-09-01 | bcd9235 | 27,849 B | A | view · diff |
| git:20260901.e5e680e | 2026-09-01 | e5e680e | 26,422 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 (85902 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
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_fc255kyjooptkstz GET https://markdownregistry.com/api/v1/resolve?ref=agamiai/agami-core/agami-reconcile GET https://markdownregistry.com/api/v1/blob/358a92534f9f4959ef7ad568b0ae9d0b5f191571557f430a6cb393babeef3dac
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.