Rewrite Tagalog chunks concisely
shorten-rerunworkflowsetup L3★0
helloluis/hiraia ↗What it does
Batch rewrite science tutoring dialogue chunks for brevity
Best for
Rewrite tutoring dialogue in bulk when all chunks need the same brevity + socratic tone rules.
Inputs
- · 28 missing Tagalog JSONL files (path pattern)
Outputs
- · condensed JSONL with assistant messages rewritten to 3-6 sentences
Requires
- · Python (bash inline)
- · file I/O (absolute paths)
Preconditions
- · Input files exist at specified path
- · Tagalog L1 understanding
- · grade-level knowledge
Failure modes
- · input line count != output (auto-detected)
- · rewrite violates length rule
- · language/tone shift
Trust signals
- · line count verification (in == out)
- · per-chunk JSONL structure preserved
- · rule checklist (grade-appropriate, single example max)