statsoft-cli-x

原始内容

---
name: statsoft-cli
slug: statsoft-cli
displayName: 统计软件接入助手 / Statsoft-CLI
cn_name: 统计软件接入助手
version: "2.7.1"
summary: "跨平台统计软件 CLI 集成，面向 AI Agent；覆盖 34+ 款软件（R/Stata/SAS/SPSS/Python/贝叶斯/ML等），双语。核心价值：激活历史代码资产，用于 AI 工作流自动化。"
license: MIT
description: "跨平台统计软件 CLI 集成，面向 AI Agent；覆盖 34+ 款软件（R/Stata/SAS/SPSS/Python/贝叶斯/ML等），双语。核心价值：激活历史代码资产，用于 AI 工作流自动化。 / Cross-platform statistical software CLI integration for AI Agent; 34+ packages (R/Stata/SAS/SPSS/Python/Bayesian/ML, etc.), bilingual. Core value: activating historical code assets for AI workflow automation."
triggers:
  - "SPSS"
  - "SPSS Statistics"
  - "R"
  - "R命令行"
  - "Stata"
  - "SAS"
  - "统计软件"
  - "连接统计软件"
  - "statsoft-cli"
  - "connect statistical software"
metadata:
  {
    "openclaw": { "emoji": "🛠️", "icon": "assets/icon.svg" },
    "authors": ["medstatstar", "phoe-zip"],
    "contributors": ["medstatstar", "phoe-zip"],
    "version": "2.7.1",
    "license": "MIT",
    "tags": ["Statistical Software", "CLI", "R", "SPSS", "Stata", "SAS", "Bayesian", "Machine Learning", "Econometrics", "SEM", "Data Mining"],
    "homepage": "https://github.com/medstatstar/statsoft-cli",
    "repository": "https://github.com/medstatstar/statsoft-cli"
  }
---

## Language

Pick the README that matches your language for human-readable, language-specific guides:

- **English guide** → [README.md](https://github.com/medstatstar/statsoft-cli/blob/main/README.md)
- **中文指南** → [README_zh-CN.md](https://github.com/medstatstar/statsoft-cli/blob/main/README_zh-CN.md)

This skill responds in the user's current input language (Chinese or English) and auto-detects / switches accordingly. The runtime scripts embed a locale check (`$script:isZH` in PowerShell, `SCRIPT_LANG` in Bash) so all user-facing prompts switch to Chinese on a `zh-*` UI culture and to English otherwise. Code comments and documentation are English-only.

The SKILL.md body, `references/*.md`, and `ADDITIONAL_SOFTWARE.md` are English-only and agent-facing; runtime command prompts switch to Chinese / English by locale. For end-to-end walkthroughs, examples, and troubleshooting in your language, open the README above.

## Overview

Activates historical code assets locked in statistical software (syntax, scripts, projects) and wires them into AI workflows via automated detection, configuration, and execution.

## Core Functions

Covers 34+ statistical / data-science packages, auto-routed by platform; non-Windows auto-hides incompatible software:

- **Cross-platform (Win / Mac / Linux, CLI)**: R, Stata, SAS, CmdStan, GenStat, Gretl, H2O.ai, JAGS, Julia, KNIME, Mathematica, Matlab, OpenBUGS, Orange, OxMetrics, PSPP, Rattle, SHAZAM, Stat/Transfer, Tanagra, TSP, Weka
- **Windows + limited cross-platform**: Mplus
- **Windows-only CLI**: SPSS Statistics, EViews, JMP, LIMDEP, Microfit, NCSS, NLOGIT, Origin, Q(MRKS), SPSS Modeler, Statistica
- **GUI-only detection + manual launch guide**: AMOS, GraphPad Prism, JASP, jamovi, Minitab (never drive batch via CLI; `mtb.exe /run` opens the Minitab GUI, not headless)

Full platform matrix in `references/platform-support.md`; extended config in `ADDITIONAL_SOFTWARE.md`.

## Execution Workflow

1. **Detect Platform** — cross-platform `source scripts/cross-platform/_platform-detect.sh` (sets `$PLATFORM`/`$OS`/`$ARCH`); Windows handled inside `.ps1` scripts, no source
2. **Pre-scan Confirmation** — before any scan, MUST prompt and wait:
   - Prompt (English by default; auto-switched to Chinese on a `zh-*` locale): "⚠️ Auto-scan may take a while (~30s on Windows). If you have ≤3 packages, specify paths to skip. Your choice?" Options: A) Auto-scan  B) Specify paths
   - A → step 3; B → skip scan, go to step 4
3. **System Scan** (only if A) — batch-detect installed software:
   - Windows: `scripts/windows-only/scan/scan_all.ps1`; Mac/Linux: `scripts/cross-platform/scan/scan_all.sh`
   - Output JSON: `{"R":{"installed":true,"path":"...","version":"..."},...}`
   - By default only the `installed` boolean is returned; path / version disclosed only with `STATSOFT_AUTO_WRITE=1` or `STATSOFT_CONFIRM=1`+interactive y (note: `STATSOFT_REVEAL` controls per-software setup-time output only, not batch scan results)
4. **Select Config Mode** — batch / specified / single-software (calls individual `setup_*.ps1` or `setup_*.sh`)
5. **Detect & Setup** — route to the platform script; non-Windows auto-hides incompatible software
6. **Save Config** — detect-only by default; writes `config.json` only with explicit authorization (`STATSOFT_AUTO_WRITE=1` or `STATSOFT_CONFIRM=1` + interactive y)
7. **Output Summary** — per `references/completion-prompts.md` template

## Default-Deny Gates

All persistence and sensitive operations are **off by default** and require explicit authorization (fail-closed), consistent with the scripts:

| Gate | Effect | Default |
|------|--------|---------|
| `STATSOFT_AUTO_WRITE=1` | Persist `config.json` (non-interactive / agent context) | off |
| `STATSOFT_CONFIRM=1` + TTY y | Persist after interactive confirmation | off |
| `STATSOFT_REVEAL=1` | Reveal path / version details during detection | off |
| `STATSOFT_VERIFY=1` | Allow launching third-party binaries for version / verification | off |
| `STATSOFT_CMDSTAN_RUN=1` | Allow compiling & running user Stan models (untrusted native code) | off |

All writes go through `scripts/common/write_config.py`: accepts only the canonical `config.json` under the skill root, and before writing takes a timestamped backup (`config.json.bak.yyyymmdd_hhmmss`) then atomic-replaces.

## Core Permissions

- **Local file read-write** — `config.json`, temp scripts
- **Process execution** — statistical software binaries
- **Network access** — CRAN / Anaconda repos

## Trust & Safety

This skill performs high-risk operations; understand the risk levels before use:

| Risk | Level |
|------|-------|
| Execute local executables | 🔴 High |
| Download & install software | 🔴 High |
| Execute user scripts (e.g. `.sps` via SPSS Python) | 🔴 High |
| Modify config.json | 🟡 Medium |
| Network access | 🟡 Medium |

**Pre-flight**: ✅ review all scripts; ✅ confirm config.json changes (auto-backup); ✅ confirm any downloads; ✅ inspect generated commands for sensitive projects.

## Reference Files

- `ADDITIONAL_SOFTWARE.md` — extended software config (31 packages)
- `references/command-examples.md` — per-software CLI command examples
- `references/config-templates.md` — `config.json` templates & field reference
- `references/version-specifics.md` — version differences
- `references/completion-prompts.md` — completion prompt templates
- `references/trust-and-safety.md` — risk levels & pre-flight details
- `references/workflow.md` — workflow gating details
- `references/platform-support.md` — full platform support matrix
- `tests/` — automated test scripts

name: statsoft-cli slug: statsoft-cli displayName: 统计软件接入助手 / Statsoft-CLI cn_name: 统计软件接入助手 version: "2.7.1" summary: "跨平台统计软件 CLI 集成，面向 AI Agent；覆盖 34+ 款软件（R/Stata/SAS/SPSS/Python/贝叶斯/ML等），双语。核心价值：激活历史代码资产，用于 AI 工作流自动化。" license: MIT description: "跨平台统计软件 CLI 集成，面向 AI Agent；覆盖 34+ 款软件（R/Stata/SAS/SPSS/Python/贝叶斯/ML等），双语。核心价值：激活历史代码资产，用于 AI 工作流自动化。 / Cross-platform statistical software CLI integration for AI Agent; 34+ packages (R/Stata/SAS/SPSS/Python/Bayesian/ML, etc.), bilingual. Core value: activating historical code assets for AI workflow automation." triggers:

"SPSS"
"SPSS Statistics"
"R"
"R命令行"
"Stata"
"SAS"
"统计软件"
"连接统计软件"
"statsoft-cli"
"connect statistical software" metadata: { "openclaw": { "emoji": "🛠️", "icon": "assets/icon.svg" }, "authors": ["medstatstar", "phoe-zip"], "contributors": ["medstatstar", "phoe-zip"], "version": "2.7.1", "license": "MIT", "tags": ["Statistical Software", "CLI", "R", "SPSS", "Stata", "SAS", "Bayesian", "Machine Learning", "Econometrics", "SEM", "Data Mining"], "homepage": "https://github.com/medstatstar/statsoft-cli", "repository": "https://github.com/medstatstar/statsoft-cli" }

Language

Pick the README that matches your language for human-readable, language-specific guides:

English guide → README.md
中文指南 → README_zh-CN.md

This skill responds in the user's current input language (Chinese or English) and auto-detects / switches accordingly. The runtime scripts embed a locale check ($script:isZH in PowerShell, SCRIPT_LANG in Bash) so all user-facing prompts switch to Chinese on a zh-* UI culture and to English otherwise. Code comments and documentation are English-only.

The SKILL.md body, references/*.md, and ADDITIONAL_SOFTWARE.md are English-only and agent-facing; runtime command prompts switch to Chinese / English by locale. For end-to-end walkthroughs, examples, and troubleshooting in your language, open the README above.

Overview

Activates historical code assets locked in statistical software (syntax, scripts, projects) and wires them into AI workflows via automated detection, configuration, and execution.

Core Functions

Covers 34+ statistical / data-science packages, auto-routed by platform; non-Windows auto-hides incompatible software:

Cross-platform (Win / Mac / Linux, CLI): R, Stata, SAS, CmdStan, GenStat, Gretl, H2O.ai, JAGS, Julia, KNIME, Mathematica, Matlab, OpenBUGS, Orange, OxMetrics, PSPP, Rattle, SHAZAM, Stat/Transfer, Tanagra, TSP, Weka
Windows + limited cross-platform: Mplus
Windows-only CLI: SPSS Statistics, EViews, JMP, LIMDEP, Microfit, NCSS, NLOGIT, Origin, Q(MRKS), SPSS Modeler, Statistica
GUI-only detection + manual launch guide: AMOS, GraphPad Prism, JASP, jamovi, Minitab (never drive batch via CLI; mtb.exe /run opens the Minitab GUI, not headless)

Full platform matrix in references/platform-support.md; extended config in ADDITIONAL_SOFTWARE.md.

Execution Workflow

Detect Platform — cross-platform source scripts/cross-platform/_platform-detect.sh (sets $PLATFORM/$OS/$ARCH); Windows handled inside .ps1 scripts, no source
Pre-scan Confirmation — before any scan, MUST prompt and wait:
- Prompt (English by default; auto-switched to Chinese on a zh-* locale): "⚠️ Auto-scan may take a while (~30s on Windows). If you have ≤3 packages, specify paths to skip. Your choice?" Options: A) Auto-scan B) Specify paths
- A → step 3; B → skip scan, go to step 4
System Scan (only if A) — batch-detect installed software:
- Windows: scripts/windows-only/scan/scan_all.ps1; Mac/Linux: scripts/cross-platform/scan/scan_all.sh
- Output JSON: {"R":{"installed":true,"path":"...","version":"..."},...}
- By default only the installed boolean is returned; path / version disclosed only with STATSOFT_AUTO_WRITE=1 or STATSOFT_CONFIRM=1+interactive y (note: STATSOFT_REVEAL controls per-software setup-time output only, not batch scan results)
Select Config Mode — batch / specified / single-software (calls individual setup_*.ps1 or setup_*.sh)
Detect & Setup — route to the platform script; non-Windows auto-hides incompatible software
Save Config — detect-only by default; writes config.json only with explicit authorization (STATSOFT_AUTO_WRITE=1 or STATSOFT_CONFIRM=1 + interactive y)
Output Summary — per references/completion-prompts.md template

Default-Deny Gates

All persistence and sensitive operations are off by default and require explicit authorization (fail-closed), consistent with the scripts:

Gate	Effect	Default
`STATSOFT_AUTO_WRITE=1`	Persist `config.json` (non-interactive / agent context)	off
`STATSOFT_CONFIRM=1` + TTY y	Persist after interactive confirmation	off
`STATSOFT_REVEAL=1`	Reveal path / version details during detection	off
`STATSOFT_VERIFY=1`	Allow launching third-party binaries for version / verification	off
`STATSOFT_CMDSTAN_RUN=1`	Allow compiling & running user Stan models (untrusted native code)	off

All writes go through scripts/common/write_config.py: accepts only the canonical config.json under the skill root, and before writing takes a timestamped backup (config.json.bak.yyyymmdd_hhmmss) then atomic-replaces.

Core Permissions

Local file read-write — config.json, temp scripts
Process execution — statistical software binaries
Network access — CRAN / Anaconda repos

Trust & Safety

This skill performs high-risk operations; understand the risk levels before use:

Risk	Level
Execute local executables	🔴 High
Download & install software	🔴 High
Execute user scripts (e.g. `.sps` via SPSS Python)	🔴 High
Modify config.json	🟡 Medium
Network access	🟡 Medium

Pre-flight: ✅ review all scripts; ✅ confirm config.json changes (auto-backup); ✅ confirm any downloads; ✅ inspect generated commands for sensitive projects.

Reference Files

ADDITIONAL_SOFTWARE.md — extended software config (31 packages)
references/command-examples.md — per-software CLI command examples
references/config-templates.md — config.json templates & field reference
references/version-specifics.md — version differences
references/completion-prompts.md — completion prompt templates
references/trust-and-safety.md — risk levels & pre-flight details
references/workflow.md — workflow gating details
references/platform-support.md — full platform support matrix
tests/ — automated test scripts