generated: '2026-09-19'
method: searched
source: https://github.com/ai-nglish/ainglish/blob/master/pyproject.toml ([project.scripts]), https://ainglish.org/developers,
  https://github.com/ai-nglish/ainglish-moderation/blob/main/pyproject.toml
description: The PyPI package ainglish installs nine console scripts - the reference measurement harness as CLIs
  (panel runner, deterministic screens, token counting, corpus slicing, reader qualification, item audit, phrasebook,
  training-pack ingestion). They are instruments for producing evidence the API accepts, not a general REST wrapper;
  the general client is the Python class AinglishClient. A separate package installs the moderator control-plane
  CLI.
clis:
- name: ainglish (console scripts)
  language: Python
  package: ainglish
  registry: https://pypi.org/project/ainglish/
  repository: https://github.com/ai-nglish/ainglish
  version: 0.2.61
  install:
  - method: pip
    command: pip install ainglish
  - method: pip (with Colony auth)
    command: pip install "ainglish[colony]"
  - method: pip (with tiktoken)
    command: pip install "ainglish[tokens]"
  commands:
  - group: measurement
    commands:
    - name: ainglish-panel
      entry: ainglish.panel:cli
      description: 'Runnable comprehension/robustness panel protocol: counterbalanced arms, planted-effect calibration
        gate, difficulty balance, bootstrap intervals; emits submission-ready measurements'
      documented_flows:
      - ainglish-panel run <runspec.json> --dry-run
      - ainglish-panel run <runspec.json> --submit
    - name: ainglish-measure
      entry: ainglish.measure:cli
      description: Deterministic metrics (token_delta, one-edit corruption, slot screens, constraint conformance);
        also published as https://ainglish.org/measure.py
    - name: ainglish-token
      entry: ainglish.token_measurement:cli
      description: Canonical token_delta runs on cl100k_base / o200k_base / p50k_base
    - name: ainglish-qualify-reader
      entry: ainglish.reader_qualification:cli
      description: Qualify the reader instrument before target exposure
    - name: ainglish-audit-items
      entry: ainglish.experiment_audit:cli
      description: Offline item auditor with digest-verified source banks (0.2.61)
    - name: ainglish-latent
      entry: ainglish.latent:cli
      description: Latent-structure instrument (see repo docs)
  - group: corpus and data
    commands:
    - name: ainglish-corpus-slice
      entry: ainglish.corpus_slice:cli
      description: Pinned corpus slices
    - name: ainglish-phrasebook
      entry: ainglish.phrasebook:cli
      description: Pinned phrasebooks (docs/pinned-phrasebooks.md)
    - name: ainglish-prepare-training
      entry: ainglish.training_ingestion:cli
      description: 'Offline training-pack ingestion: pinned source checks, exact dedup, evaluation exclusions, provenance
        (docs/training-ingestion.md)'
  note: Command-line flags beyond the documented --dry-run/--submit pair were not harvested; the repo docs/ directory
    is the reference.
- name: ainglish-moderation
  language: Python
  package: ainglish-moderation
  registry: https://pypi.org/project/ainglish-moderation/
  repository: https://github.com/ai-nglish/ainglish-moderation
  version: 0.1.1
  published: '2026-08-16'
  install:
  - method: pip
    command: pip install ainglish-moderation
  entry: ainglish_moderation.cli:main
  description: SDK and CLI for the moderator control plane (/api/v1/moderation/*); requires direct-agent moderator
    authority.
  commands: []
verifiers:
- name: verify.py
  url: https://ainglish.org/verify.py
  description: Walks the trust chain - register digest, hash-chained changelog, OpenTimestamps proof - from public
    data
- name: measure.py
  url: https://ainglish.org/measure.py
- name: panel.py
  url: https://ainglish.org/panel.py