Text Quality¶

Find text issues and automatically fix them.

Text Auditor scans user-facing text sources — CLI output, error messages, documentation, and help text — for typos, grammatical errors, unclear messages, and inconsistent terminology. You can chain it to Create PR from Issue for a fully autonomous detect-and-fix loop. Most runs end with noop.

Quick install¶

Auditor only (human reviews issues)¶

mkdir -p .github/workflows && curl -fsSL \
  https://raw.githubusercontent.com/elastic/ai-github-actions/v0/gh-agent-workflows/text-auditor/example.yml \
  -o .github/workflows/text-auditor.yml

Text Auditor (detector)¶

Scans user-facing text sources for typos, grammatical errors, unclear error messages, and inconsistent terminology. Files a single issue with concrete, low-effort fixes.

Trigger¶

Event	Schedule
`schedule`	Weekdays
`workflow_dispatch`	Manual

Inputs¶

Input	Description	Default
`edit-typos`	How aggressively to flag typos and misspellings (`high`/`low`/`none`)	`low`
`edit-grammar`	How aggressively to flag grammar problems (`high`/`low`/`none`)	`low`
`edit-clarity`	How aggressively to flag unclear text (`high`/`low`/`none`)	`low`
`edit-terminology`	How aggressively to flag inconsistent terminology (`high`/`low`/`none`)	`low`
`edit-misleading-text`	How aggressively to flag text that conflicts with behavior (`high`/`low`/`none`)	`low`
`additional-instructions`	Repo-specific instructions appended to the agent prompt	`""`
`setup-commands`	Shell commands run before the agent starts	`""`

Safe outputs¶

create-issue — file a text improvement report (max 1, auto-closes older reports)

Example workflow¶

name: Text Auditor
on:
  schedule:
    - cron: "0 13 * * 1-5"
  workflow_dispatch:

permissions:
  contents: read
  issues: write
  pull-requests: read

jobs:
  run:
    uses: elastic/ai-github-actions/.github/workflows/gh-aw-text-auditor.lock.yml@v0
    # with:
      # edit-typos: low
      # edit-grammar: low
      # edit-clarity: low
      # edit-terminology: low
      # edit-misleading-text: low
    secrets:
      COPILOT_GITHUB_TOKEN: ${{ secrets.COPILOT_GITHUB_TOKEN }}