thuong-nc

21 mods across 1 repository, 5 stars between them.

perlytics-skill

02

thuong-nc/perlytics-skill

Plugin Claude Code

Analytics skill pack for disciplined AI-assisted data analysis. Teaches AI to clarify questions, define metrics, separate observation from inference, and deliver decision-ready outputs.

5 4mo ago A tokens not measured original Apache-2.0

thuong-nc/perlytics-skill

Instructions file CodexOpenCode

Instructions for thuong-nc/perlytics-skill, covering perlytics analytics skills, trigger map and how to use a skill.

5 4mo ago A 487 tokens original Apache-2.0

thuong-nc/perlytics-skill

Instructions file

Instructions for thuong-nc/perlytics-skill, covering perlytics analytics skills, trigger map and how to use a skill.

5 4mo ago A 487 tokens copy · 91% Apache-2.0

analysis-readout

05

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Orchestrator for open-ended analytics requests. Use when the user has a business question and a dataset but has not scoped which analysis type to run. Always runs data-quality-check → exploratory-data-analysis first, then dynamically selects any combination of diagnostic skills based on EDA findings, and closes with…

5 4mo ago A 66 tokens original Apache-2.0

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when a team makes a causal claim from observational data and the AI should assess counterfactual quality, alternative explanations, and next-step rigor.

5 4mo ago A 35 tokens original Apache-2.0

clarify-question

07

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when a user asks an ambiguous business, product, growth, operations, reporting, CSV, spreadsheet, dashboard, or data-analysis question and the AI should clarify goal, metric, dimension, grain, timeframe, baseline, filters, and decision context before answering.

5 4mo ago A 56 tokens original Apache-2.0

cohort-retention

08

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when analyzing repeat behavior over time and the AI should clarify cohort logic, retention rule, cadence, and interpretation risks.

5 4mo ago A 29 tokens original Apache-2.0

dashboard-critique

09

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when reviewing a dashboard, KPI page, or reporting artifact and the AI should assess metric clarity, structure, comparability, and decision usefulness.

5 4mo ago A 34 tokens original Apache-2.0

data-quality-check

10

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when a dataset, CSV, table, or export needs a structured reliability check before downstream interpretation.

5 4mo ago A 24 tokens original Apache-2.0

data-request-spec

11

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when analysis requires new data pulls, modeling, instrumentation, or dashboard changes and the AI should create a precise request specification.

5 4mo ago A 29 tokens original Apache-2.0

experiment-readout

12

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when reading out an A/B test or quasi-experiment and the AI should communicate effect, uncertainty, guardrails, limitations, and recommended action.

5 4mo ago A 34 tokens original Apache-2.0

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when a dataset needs a first-pass inventory of distributions, concentrations, time patterns, and candidate next questions.

5 4mo ago A 28 tokens original Apache-2.0

forecasting-readout

14

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when projecting a KPI or operating metric and the AI should produce a decision-ready forecast instead of a single-number guess.

5 4mo ago A 29 tokens original Apache-2.0

funnel-analysis

15

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when a user journey has sequential steps and the AI should identify where conversion breaks, how denominators change, and what segments matter.

5 4mo ago A 31 tokens original Apache-2.0

hypothesis-tree

16

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when diagnosing a KPI change or planning an investigation and the AI should structure candidate explanations before diving into analysis.

5 4mo ago A 26 tokens original Apache-2.0

metric-definition

17

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when an analysis depends on a KPI, metric, ratio, column label, or business definition that could be interpreted in multiple valid ways across datasets, dashboards, or reports.

5 4mo ago A 38 tokens original Apache-2.0

root-cause-analysis

18

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when investigating a KPI movement, spike, drop, or concentration in a dataset and the AI should structure evidence, candidate causes, confidence, and next checks in a disciplined way.

5 4mo ago A 41 tokens original Apache-2.0

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when grouping customers or users into actionable segments and the AI should define thresholds, profiles, and differentiated actions.

5 4mo ago A 26 tokens original Apache-2.0

stakeholder-memo

20

thuong-nc/perlytics-skill

Skill Claude CodeCodex

Use when an analysis of data, a CSV, a spreadsheet, a dashboard, or a KPI needs to be communicated to executives, PMs, operators, or cross-functional teams in a concise, decision-oriented format.

5 4mo ago A 48 tokens original Apache-2.0

perlytics-skill

21

thuong-nc/perlytics-skill

Cursor rule

Perlytics analytics skill routing — match user intent to the right analytical workflow.

5 4mo ago A 494 tokens original Apache-2.0