Install any skill in seconds. Free to start, no credit card required.
Get Started Free →Convert canonical training examples to JSONL format for training frameworks
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-04 | ✗→✓ | ▲ Improved | -22% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 130% | 0% |
| case-02 | ✗→✓ | ▲ Improved | -13% | 0% |
| case-03 | ✗→✓ | ▲ Improved | -2% | 0% |
| case-05 | ✗→✓ | ▲ Improved | -35% | 0% |
The identity adapter. Emit canonical training example records (@agentic/code/frameworks/training-complete/schemas/example-record.yaml) as one-record-per-line JSONL with schema validation. This is the reference serialization for canonical form and the source format consumed by the Parquet adapter.
format-adapter-parquet<input-glob> (required) — glob of canonical records--output <path> (optional) — default: .aiwg/training/exports/canonical-<timestamp>.jsonl--validate-round-trip (optional) — reload output and verify byte-level (or structural) equivalenceOne canonical JSON object per line — no transformation, no field dropping:
json{"id": "550e8400-...", "task_type": "instruction_following", "input": {"system": "...", "user": "..."}, "output": {"assistant": "..."}, "metadata": {"quality_grade": "HIGH", "license": "CC-BY-4.0", "provenance_id": "prov-...", "created_at": "2026-04-15T01:00:00Z"}}
example-record.yaml.example-record.yaml validation rules.--validate-round-trip) — reparse output and assert structural equality with input.format-convert event with adapter: jsonl and lossless: true.All fields round-trip. Zero loss. This adapter is the benchmark against which other adapters' invariant preservation is measured.
Not required — JSONL preserves the full canonical record. A sidecar is emitted only when callers explicitly request per-line indexing (<output>.index.yaml mapping line numbers to record IDs for random access).
--validate-round-trip succeeds with 100% structural equality.round_trip_invariants from example-record.yaml are preserved verbatim.format-convert event logged with lossless: true.@agentic/code/frameworks/training-complete/schemas/example-record.yaml — source-of-truth schema@agentic/code/addons/semantic-memory/skills/memory-log-append/SKILL.md — logging the format-convert eventOther measured skills in the registry, with their headline benchmark lift.