Home / datazoode / anofox-forecast · plugins/anofox-forecast/skills/anofox-forecast-detection/SKILL.md · GitHub

anofox-forecast-detection skillA

anofox-forecast-detection is agent-read markdown (skill) from datazoode/anofox-forecast: Seasonality, changepoint, peak, and decomposition detection for the anofox_forecast DuckDB extension. Use when identifying seasonal periods before configuring seasonal forecasting models, detecting structural breaks, analysing peak timing regularity, or decomposing a series into trend / seasonal / residual components..

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What the file says

# Anofox Forecast — Detection & Decomposition Cheat Sheet

**Extension:** `anofox_forecast` v0.15.3 | **DuckDB:** v1.4.5 LTS / v1.5.4+ | **Dual naming:** `ts_*` and `anofox_fcst_ts_*`

Detect signal structure — **seasonality is not auto-detected by the forecasters**; you must run detection first and pass `seasonal_period` explicitly to `ts_forecast_by`.

## Requires: json extension

Detection functions use the `json` extension for parameter marshalling. Enable auto-load once per session:

```sql
SET autoinstall_known_extensions = 1;
SET autoload_known_extensions = 1;
```

## Period detection — 12 methods

### `ts_detect_periods_by` — primary entry point

```sql
ts_detect_periods_by(source VARCHAR, group_col COLUMN, date_col COLUMN, value_col COLUMN,
                     params MAP/STRUCT) → TABLE
```

Output columns (group column name is preserved):

| Column | Type | Description |
|---|---|---|
| `<group_col>` | (input type) | Preserved group column (e.g. `product_id`) |
| `periods` | `STRUCT(period, confidence, strength, amplitude, phase, iteration, ...)[]` | Array of detected periods |
| `n_periods` | BIGINT | Count of detected periods |
…

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How to install

Latest version
mdr add datazoode/anofox-forecast/anofox-forecast-detection@v0.15.3
Exact content
mdr add datazoode/anofox-forecast/anofox-forecast-detection@sha256:ec7405c654e938a5

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Versions

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v0.15.3 latest2026-09-18 7e23980 13,032 BA view · diff
v0.15.32026-09-18 e2d0889 10,978 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (13032 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

datazoode/anofox-forecast · 39 stars · license NOASSERTION · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ciabwodsj7574erx
GET https://markdownregistry.com/api/v1/resolve?ref=datazoode/anofox-forecast/anofox-forecast-detection
GET https://markdownregistry.com/api/v1/blob/ec7405c654e938a5e739c93d1181ae75814ca02dc692d77f09428b6c191d575b

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