Create scheduled Knowledge ingestion automations with a verified worker, private-vault authority, and an end-to-end scheduled run. Use when asked to schedule or repair recurring ingestion from any source.
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Incrementally ingest enumerable external sources into Knowledge with canonical source identity, retained snapshot manifests, overlap-aware diffing, and reconciliation of changed or deleted items. Includes a generic manifest tool and a read-only Discrawl adapter.
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安装前可以查看交给 AI 代理的指令内容。
Use this for bounded collections such as chat channels, issue streams, feeds, or
mailboxes where later runs can overlap prior coverage. Read
shared conventions,
publication, and the
manifest protocol. After acquisition, route
documents and conversations through knowledge-ingest, which uses
knowledge-entities for entity enrichment. Route meetings through
knowledge-meeting-ingest. This skill owns source identity and coverage; the
ingestion workflows turn the retained content into useful connected knowledge.
For creating recurring ingestion jobs, use knowledge-automation first.
source page with source_role: canonical, provider, and source_key. Reuse it on every run.source page with source_role: snapshot, exact coverage, observation time, manifest hash, count, completeness, watermark, and dependency on the canonical source page.knowledge_status and knowledge_ontology for the intended vault scope and the source fields, then search Knowledge for the canonical source and prior snapshots by provider/source key. If an owner-private ingestion unexpectedly resolves to a conversation scope or an empty vault after a restart, stop before writing and restore the intended authorized scope; never infer that prior coverage is absent from the wrong scope.scripts/discrawl-normalize.mjs with its configured read-only archive, exact channel ID when known, and [since,before) RFC3339 bounds. The normalized payload includes stable author IDs plus archive-observed display fields. Preserve the raw JSONL, and create a separate line-stable readable transcript when human review or line citations are needed.scripts/source-manifest.mjs snapshot. Attach it before publishing the snapshot page; record the returned SHA-256.scripts/source-manifest.mjs plan. Inspect covered/uncovered intervals and the added/changed/deleted/unchanged/unresolved lists.knowledge-ingest (or knowledge-meeting-ingest for meetings). For chat, group related messages with their reply context; use knowledge-entities to enrich relevant people, companies, projects and concepts from their contributions. Carry supported developments into State, dated timelines and contextual back-links, not only a channel digest. Use stable external IDs in source citations and the retained snapshot as a dependency. Reuse its originals rather than uploading one copy per discussion.complete only when acquisition and manifest creation covered the declared interval; derived extraction may still be partial and must be reported as such.node scripts/discrawl-normalize.mjs --config /approved/discrawl.yaml \
--channel 1234567890 --since 2026-09-21T00:00:00-07:00 \
--before 2026-09-28T00:00:00-07:00 --output messages.jsonl
node scripts/source-manifest.mjs snapshot --provider discord \
--source-key discord:GUILD_ID:1234567890 \
--coverage-start 2026-09-21T00:00:00-07:00 \
--coverage-end 2026-09-28T00:00:00-07:00 \
--input messages.jsonl --output manifest.jsonl.gz --summary snapshot.json
node scripts/source-manifest.mjs plan --current manifest.jsonl.gz \
--previous prior-1.jsonl.gz --previous prior-2.jsonl.gz --output plan.json
Do not include credentials, archive paths, or raw private content in Knowledge page prose. No scheduler, connector daemon, or plugin-owned ingestion job is created; the skill and scripts support an authorized agent-run workflow.
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Create scheduled Knowledge ingestion automations with a verified worker, private-vault authority, and an end-to-end scheduled run. Use when asked to schedule or repair recurring ingestion from any source.
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Save durable preferences, decisions, project facts, commitments, and lessons cheaply with knowledge_remember, or short notes and page updates with attribution and readback. Use for explicit saves or agent-driven remembering when Knowledge is the selected memory provider.
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Correct or withdraw specific saved Knowledge claims, explicit relationships, or pages at the user's request, preserving provenance and inspecting affected knowledge. Use for “that's wrong”, “retract that”, or a Knowledge chat reference; not automatic contradiction resolution or physical erasure.
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Resolve and enrich Knowledge people, companies, projects, and concepts during an authorized ingestion or entity update, with sourced State, timelines, and back-links. Read-only identity questions do not authorize writes.
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Ingest documents, articles, conversations, or supplied text into Knowledge with retained originals, sourced claims, entity updates, timelines, and cross-links. Routes meetings to knowledge-meeting-ingest and short thoughts to knowledge-capture.
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Ingest meeting transcripts from any recorder into Knowledge with attendee enrichment, timeline merge, supported decisions and commitments, and verification of substance and sequence. Summary-only input is not a verified meeting ingestion.
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