By qluent
Analyze business metrics, investigate KPI movements, and run deterministic root cause analysis from Claude Code.
Run a consented cross-tree deep dive and synthesize one executive narrative across all metric trees
Investigate metric, KPI, or business performance changes (revenue, cost, conversion, sales, ROAS) using deterministic analysis
Check whether the qluent CLI is installed, configured, and ready to use
Shape the latest qluent analysis output into a UI RcaReportSpec, with insight-driven HTML on request
Proactively use when the user asks about business metrics, KPI movements, revenue/cost/ROAS/conversion changes, or why a metric went up or down. Autonomously runs the full investigation workflow — investigate, then follow up with trend, RCA, or tree comparison as needed until the question is fully answered.
Triangulates RCA findings against trend AND a companion-tree compare in one pass. Returns a single verdict per top driver — confirmed, partial, contradicted, or inconclusive.
Segment drill-down with automatic companion-tree pivot. When the requested cut is unsupported on the current tree, the agent finds the closest compatible tree, runs the segmentation there, and returns one synthesized view.
Multi-grain trend synthesis. Runs week+month trend in one pass and disambiguates one-off vs sustained movement before returning a single interpretation.
Internal design system reference for generating insight-driven HTML dashboards from qluent analysis data
Canonical protocol for interpreting qluent CLI output — tree resolution, windows, provenance, Shapley, elasticity guardrails, and segment-cut fallback. Loaded by qluent commands and agents; user-invocable for protocol inspection.
Executes bash commands
Hook triggers when Bash tool is used
Uses power tools
Uses Bash, Write, or Edit tools
Runs pre-commands
Contains inline bash commands via ! syntax
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Deterministic KPI analysis inside Claude Code. Ask why a metric changed and get an answer backed by Shapley attribution — not vibes.
Install the CLI and log in:
npm install -g @qluent/cli
qluent login
Then add the plugin in Claude Code:
/plugin marketplace add qluent/qluent-plugin-cc
/reload-plugins
You're ready to ask questions.
Just ask a question — the built-in agent handles the rest:
Why did revenue drop last week?
What's driving the ROAS change this month?
How is conversion trending?
Or use slash commands directly:
| Command | What it does |
|---|---|
/qluent:deep-dive | Cross-tree executive narrative across all configured metric trees |
/qluent:investigate | Full analysis: validation, trend, evaluation, and RCA |
/qluent:visualize | Shape the latest analysis into an RcaReportSpec (or local HTML fallback) |
/qluent:setup | Check installation and configuration |
Start with /qluent:investigate for a specific metric tree. Use
/qluent:deep-dive when you need one executive read across the whole business.
/qluent:investigate already bundles trend, RCA, and segment data; the qluent
agents run any deeper follow-ups directly against the qluent CLI when the
bundled response calls for them.
/qluent:deep-dive last week
/qluent:deep-dive --period "this month" --yes
/qluent:deep-dive 2026-04-01:2026-04-28
/qluent:investigate why did revenue drop last week?
/qluent:deep-dive [period] runs investigations across every configured tree
in parallel and returns one bundled narrative. It confirms cost before
running unless you pass --yes:
/qluent:deep-dive "last week" --yes
Requires a qluent CLI release that includes qluent trees deep-dive from
qluent-cli#40. See /qluent:deep-dive for the full workflow contract,
including the synthesis shape and per-tree caveat handling.
MIT
The plugin version is tracked in two manifest files:
.claude-plugin/marketplace.json (both metadata.version and the
plugins[].version for the qluent entry)plugins/qluent/.claude-plugin/plugin.jsonThe marketplace cache key includes the version string, so the version field
must be bumped for clients to pick up new commits — leaving it unchanged
makes /plugin marketplace update short-circuit with "already at latest".
To bump every manifest at once:
node scripts/bump-version.mjs 0.3.2
To verify all manifests share the same version (CI runs this on every PR):
node scripts/bump-version.mjs --check
# or pin an expected value:
node scripts/bump-version.mjs --check 0.3.2
Open a release PR with the bump commit, merge to main, and clients will pull
the new version on their next /plugin marketplace update qluent-metric-trees.
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