The trust layer between AI and your data. Turns your database schema - messy joins, undocumented tables, into a governed semantic model so AI answers with correct SQL and a receipt on every answer. Run it locally, or self-host a shared team server with Docker.
Skill Claude CodeCodex
End-to-end database connection for agami: sets up credentials on first run (DB-type picker → writes /local/credentials.example for the user to fill in), then introspects the live DB directly into the agami semantic model (subject areas, tables, columns, relationships with join cardinality, deep-table column groups…
Skill Claude CodeCodex
EARLY ACCESS (in testing) — usable today, but newer than the local single-player path; feedback welcome via a GitHub issue. Prepares a ready-to-run, self-hosted agami deploy bundle ON THE USER'S MACHINE so a team can stand up a shareable MCP server their Claude connects to. Conversationally gathers the hard-floor…
Skill Claude CodeCodex
Runs the golden evaluation harness for a profile. Picks one golden dataset, regenerates SQL for every question in it, executes each statement against the org's own warehouse, scores the result against the confirmed answer key, and reports the verdicts — failures first, with the errored, the unscored and the…
Skill Claude CodeCodex
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…
Skill Claude CodeCodex
Answers natural-language questions about the user's database. Loads the agami semantic model (subject areas, tables, columns, relationships with join cardinality, entities, metrics) and few-shot examples from / /, generates SQL via the examples-first traversal (pick subject area → match examples → resolve…
Skill Claude CodeCodex
Reconciles known (label, expectedvalue) 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…
Skill Claude CodeCodex
Saves a user correction so future queries learn from it. Always appends a (question, correctedsql) pair to the subject area's example library under / /promptexamples/ /. Additionally, classifies the correction and — when applicable — applies a surgical edit to the semantic model itself (relationship fix, column…
Skill Claude CodeCodex
Wires the local agami MCP server (python -m mcpharness) into the Claude Desktop app in one step, so you can ask your database questions from Claude Desktop — not just inside Claude Code. Auto-detects the right Python interpreter (the one with your DB driver), installs the agami-core package into it so the registration…