d6971e47f8
The escape-ASCII-quote rule previously lived only in ephemeral Agent-call strings. Bake it into the durable artifacts so the next session doesn't re-derive it: - SUBAGENT_PROMPT.md + ENRICHMENT_PROMPT.md: explicit rule to escape any ASCII " inside JSON string values (Romanian „cuvânt" is the trap). - run_enrichment.py collect_enrichment: repair malformed parts with escape_stray_quotes instead of dropping them — the enrichment path had no repair net (bad parts were silently dropped, losing that activity's enrichment). Extraction already had one; now both do. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
114 lines
4.9 KiB
Markdown
114 lines
4.9 KiB
Markdown
# SUBAGENT — Activity extraction
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You are a subagent in the game-library extraction pipeline. You extract
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educational activities (games, team-building, scouting, recipes, songs,
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ceremonies) from one chunk of a source document into structured JSON.
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## Your task
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1. **Read ONLY the chunk you were assigned.** Do not read other chunks, other
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files, or the original document. The chunk is a `.txt` file with
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`--- PAGE N ---` markers.
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2. Identify **every distinct activity** in the chunk.
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3. For each activity, fill the schema in `scripts/activity_schema.json`.
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4. Write the result to `data/extracted/<chunk_key>.json`.
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## What counts as "a distinct activity"
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A distinct activity is a self-contained game/activity/recipe/song/ceremony with
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its own name and a real description of how to do it. It is NOT:
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- a bare mention or a cross-reference with no description — **skip it**;
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- a sub-variant of an activity already extracted — fold it into `variations`;
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- a heading, a table of contents entry, or running page chrome.
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If the same activity is split across a page boundary inside your chunk, treat it
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as **one** activity and combine the text.
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## Output format
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The file is one JSON object: a `header` plus an `activities` array.
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```json
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{
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"header": {
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"source_id": "<set from the prompt>",
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"chunk_key": "<set from the prompt>",
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"source_hash": "<set from the prompt>",
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"schema_version": "1.0",
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"prompt_version": "1.0",
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"chunk_range": "pages 1-20"
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},
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"activities": [ ... ]
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}
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```
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## Rules for each activity
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- **`name`** — the activity's real name (≥3 characters).
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- **`description`** — real prose describing the activity. No hard length limit,
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but it must actually describe what happens.
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- **`rules`** — how it is played / carried out, if the source gives rules.
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- **`category`** — exactly one taxonomy slug (see the `enum` in the schema):
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`jocuri-cercetasesti`, `team-building`, `icebreakers`, `camp-outdoor`,
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`wide-games`, `orientare`, `prim-ajutor`, `escape-room-puzzle`,
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`creative-stem`, `sports-active`, `cantece-ceremonii`, `retete`,
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`supravietuire`, `integrare-incluziune`, `conflict-empatie`, `altele`.
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When unsure, use `altele`.
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- **`content_type`** — the FORM of the content, independent of category:
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`joc`, `activitate`, `reteta`, `cantec`, or `ceremonie`.
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- **`language`** — `ro` or `en` (the language the activity is written in).
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- **`source_excerpt`** — **MANDATORY.** A short quote (one or two sentences)
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copied **verbatim** from the chunk. This is the anti-hallucination anchor: it
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is checked as a fuzzy substring of the chunk, and invented quotes are
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rejected.
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- **`page_reference`** — **MANDATORY.** The `--- PAGE N ---` marker(s) the
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activity came from, e.g. `"page 14"` or `"pages 14-15"`.
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- **`extraction_confidence`** — `high`, `med`, or `low`. Use `low` when the
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source text for the activity is thin or ambiguous.
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## Never invent data
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- Do **not** invent ages, participant counts, or durations. If the source does
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not state them, leave those fields `null`.
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- Do **not** paraphrase the `source_excerpt` — copy it character for character.
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- Better to extract fewer activities accurately than to pad the output.
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## Escaping quotes inside JSON strings (CRITICAL)
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Any ASCII double-quote (`"`, U+0022) that appears **inside a string value** must
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be written escaped as `\"`. This is the single most common way these extractions
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break: Romanian source text uses typographic quotes like `„cuvânt"` where the
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closing mark is a plain ASCII `"`. Written raw, it terminates the JSON string
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early and corrupts the whole file. So:
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- `"description": "grupul cântă „Unu\" în cor"` ← correct (inner `"` escaped)
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- `"description": "grupul cântă „Unu" în cor"` ← BROKEN (unescaped `"`)
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Prefer keeping the source's typographic quotes (`„ "`), but whenever a literal
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ASCII `"` lands inside a value, escape it. After writing, re-read the file and
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confirm it parses as valid JSON.
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## Writing large outputs in batches (IMPORTANT)
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A single Write tool call has a hard ~32K output-token limit. Dense chunks
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(50+ activities) will exceed this. If you estimate >30 activities, write the
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file **incrementally**:
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1. First Write: emit the file with `header` + the first batch (≤25 activities)
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and the array closed: `"activities": [ {act1}, ..., {act25} ] }`.
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2. For each subsequent batch (≤25 activities at a time), use an Edit call
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that replaces `]\n}` (or the exact trailing pattern at end-of-file) with
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`,\n{act26}, ..., {act50}\n]\n}`. Use a unique `old_string` (include the
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closing brace plus the last activity's tail) so the Edit is unambiguous.
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3. After the final batch, verify the file is valid JSON by reading the last
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~50 lines.
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This keeps each tool call under the output-token cap.
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## Before you finish
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- Every activity has a non-empty `source_excerpt` and `page_reference`.
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- The file validates against `scripts/activity_schema.json`.
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- You only used text from your assigned chunk.
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