| name | technews-durable-pipeline |
| description | Run the durable TK TechNews source-to-article pipeline. Use when an agent needs to ingest one URI, create a cited source brief, enrich it into the temporal knowledge graph, aggregate enriched docs by day, or generate an Astro article from an aggregate brief. |
TechNews Durable Pipeline
Use this skill from the repository root.
Single Source Workflow
- Ingest and parse one source URI:
npm run source:ingest -- --uri "https://example.com/article"
- If the source returns
status: "parsed", create the cited source brief:
npm run source:brief -- --source-doc-id "source-doc:..."
- Enrich the parsed and briefed source into the temporal knowledge graph:
npm run source:enrich -- --source-doc-id "source-doc:..."
- To run all source steps together:
npm run pipeline:source -- --uri "https://example.com/article"
Daily Publishing Workflow
- Aggregate enriched docs for a local calendar day:
npm run aggregate:brief -- --date "2026-05-20"
- Generate an article from the aggregate brief:
npm run article:generate -- --aggregate-id "aggregate-brief:..." --voice tk-technews
- To run both daily steps together:
npm run pipeline:daily -- --date "2026-05-20" --voice tk-technews
Rules
- Do not process
revisit_pending source docs through briefing or enrichment.
- Failed fetch, parse, or inference attempts are not done; inspect
data/ledger/revisit-queue.jsonl.
- Check
data/graph/kg.jsonld for graph state and data/rdf/ for per-artifact JSON-LD.
- Generated articles must pass
npm run validate:citations, npm test, and npm run build.
- Speculative applied opportunities must stay explicitly labeled and cite graph-backed evidence.
