gaia-ingest-batch

name	gaia-ingest-batch
description	Batch wrapper for /gaia-ingest. Ingests a bounded set of already-verified evidence rows through CLI-only writes, uses --no-build on every row, appraises Trust Magnitude for every affected named skill, then runs exactly one build and validation pass. Use for an L4-approved intake after /ev-pipeline.
version	1.0.0
argument-hint	<verified-evidence-manifest>

Gaia Ingest Batch

This is a coordinator, not a second evidence-ingestion implementation. Every row follows the contract in /gaia-ingest; this skill only sequences verified rows efficiently and finalizes the resulting registry artifacts.

Input manifest

Prepare a reviewed manifest with one row per source:

rows:
  - skill: firecrawl/web-scrape-integration
    source: https://www.youtube.com/watch?v=...
    evidenceType: social-signal
    payload:
      views: 8510
    sourceStartedAt: 2025-07-20
    notes: "Third-party tutorial explicitly demonstrates page scraping."

The manifest must state a source URL, Evidence Type, source-start date, verifiable numeric payload, factual notes, and attribution scope for every row. Exclude any deferred candidate. Never infer an Evidence Type or a metric from a summary.

Procedure

1. Verify /ev-pipeline completed for the manifest’s sources and link health is recorded. Reject dead, unverified, duplicate, or scope-mismatched rows.

2. For each row, invoke the /gaia-ingest contract and execute its exact gaia dev evidence ... --no-build command. Process one row at a time and stop on the first CLI preflight or source-verification failure.

3. Appraise each affected skill after its final row:

   PYTHONPATH=src python3 scripts/trust_appraise.py --skill <contributor/skill-id>
   

4. Present proposed calibrations. Do not calibrate without explicit operator approval. If approval is already recorded, run each approved calibration with --no-build.

5. Regenerate once and validate once:

   GAIA_OPERATOR_OVERRIDE=1 gaia dev build
   GAIA_OPERATOR_OVERRIDE=1 gaia dev validate
   GAIA_OPERATOR_OVERRIDE=1 gaia validate --intake
   git diff --check
   

Output

Report, for every row: CLI command, source verdict, Evidence Type, row grade, TM contribution, and duplicate/scope decision. Report, for every skill: final TM, Overall Trust Grade, current level, and any calibration proposal.

Route suite creation only after components are ingested and appraised. Use /gaia-fuse-full-suite for that separate mutation sequence.