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feat(first-reader): add --lang support for non-English draft analysis (#1192) - #1220

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Shubhamsaboo:mainfrom
rosh93an:feature/first-reader-lang-support
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rosh93an wants to merge 4 commits into
Shubhamsaboo:mainfrom
rosh93an:feature/first-reader-lang-support

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@rosh93an

@rosh93an rosh93an commented Oct 3, 2026

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Summary of Changes

Closes #1192

This PR introduces optional multilingual support via the --lang CLI flag to skim.py and signals.py in the first-reader skill, while preserving default English behavior.

Key Updates:

  1. skim.py:

    • Migrated CLI argument parsing to argparse with optional --lang (defaults to en).
    • Added CJK/Japanese sentence splitting on [。!?] and character-based truncation.
    • Updated reading time calculations for CJK based on Characters Per Minute (~500 CPM) vs WPM for English.
    • Refined number extraction regex to properly handle numbers attached to CJK characters (e.g. 2026年, 95%).
  2. signals.py:

    • Added --lang and --json support with argparse.
    • Updated sentence segmentation and tokenization to support non-spaced scripts (Japanese/Chinese) alongside English.
    • Enabled UTF-8 JSON dumping with ensure_ascii=False.

Testing:

  • Verified English drafts (python3 scripts/skim.py test_draft.md & signals.py --json).
  • Verified Japanese drafts (python3 scripts/skim.py test_ja.md --lang ja & signals.py --lang ja --json).

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Owner

Thanks for adding language support. The PR says default English behavior is preserved, but a few changes affect the English path too. Please keep these gated behind --lang:

  1. Output keys renamed: in signals.py, per100w became per100 under numbers and named_entities. Anything reading the English JSON output breaks. Please keep per100w for English.
  2. Number detection changed for all languages: both scripts replace the number regex unconditionally. skim.py now matches 2 to 4 digit runs (\d{2,4} instead of \d{4}) and drops the trailing (?[\w/-]) guard, and signals.py replaces the "any token carrying a digit" rule. Please keep the original English regexes and only use the new ones for CJK.
  3. Shebang removed: the first line of skim.py (#!/usr/bin/env python3) was replaced with a blank line. Please restore it.
  4. Trailing newlines: both files now end without a newline.

Generated by Claude Code

@rosh93an

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Hi @Shubhamsaboo,

Thank you for the review! I've updated the PR with all requested fixes:

  1. Preserved Output Keys: Retained per100w for English JSON output under numbers and named_entities (gating per100 only for CJK).
  2. Gated Number Regexes: Restored the original English regexes in both skim.py and signals.py, using the Unicode-friendly pattern only when CJK is explicitly targeted (--lang ja/zh/cjk).
  3. Restored Shebang: Added #!/usr/bin/env python3 back to the top of skim.py.
  4. Trailing Newlines: Ensured standard trailing newlines on both files.

Verified both scripts with standard English text and --json to confirm complete backward compatibility.

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Owner

Thanks for the update. The per100w key, the English number regexes and the shebang are all back. A few things are still left:

  1. Trailing newlines: both signals.py and skim.py still end without a newline.
  2. Quote matching changed for English: in signals.py, the quote regex now applies to every language. The minimum length dropped from 10 to 5 characters and the CJK brackets were added, so English direct_quotes counts change. Please keep the original [\"“]([^\"”]{10,200})[\"”] pattern for English and use the new one only when --lang is CJK.
  3. Empty-input behavior: "No prose sentences found." used to exit with an error via sys.exit, and now it prints and exits 0. Please keep the original behavior for the non-JSON path.
  4. Removed comments: two explanatory comments in signals.py (on portable sentences and epistemic temperature) were deleted. Please restore them.

Generated by Claude Code

@rosh93an

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Hi @Shubhamsaboo,

Thanks for the follow-up review! I have addressed all 4 remaining points:

  1. Trailing Newlines: Added standard POSIX newlines to the end of both signals.py and skim.py (verified clean in git diff).
  2. Gated Quote Regex: Restored the original [\"“]([^\"”]{10,200})[\"”] pattern for English, using the CJK bracket pattern only when --lang is CJK.
  3. Empty-Input Behavior: Restored sys.exit("No prose sentences found.") for the non-JSON path so it exits with code 1 as originally expected.
  4. Restored Comments: Re-added both original explanatory comments (on portable sentences and epistemic temperature).

Verified that English behavior and outputs match main completely.

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[first-reader] Add an optional language setting for non-English drafts

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