Track bounded collections such as chat channels, issue streams, feeds, and mailboxes across repeated imports. Retained manifests record stable item IDs and hashes, while overlap-aware comparisons identify changes and deletions for downstream Knowledge workflows.
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.
Run score Not tested
See how to installThis skill prepares bounded external data for Knowledge workflows. Sources can include chat channels, issue lists, feeds, and mailboxes. It assigns a stable identity to each source and keeps snapshot manifests that record coverage, observation time, item counts, and other details. It compares repeated imports, including imports with overlapping date ranges, and identifies added, changed, deleted, unchanged, or unresolved items. A generic manifest tool and a read-only Discrawl adapter are included. The skill handles source identity and coverage; separate Knowledge ingestion workflows turn retained content into connected knowledge.
Use it when you import the same source repeatedly and need to see what changed since the previous snapshot. It can help when collection ranges overlap or when you need to record whether a snapshot is complete or partial. Recurring ingestion jobs need to be created through knowledge-automation first. Documents and conversations should be passed to knowledge-ingest, and meetings to knowledge-meeting-ingest.
The Discrawl adapter is read-only and requires an approved way to acquire the data. This skill does not create recurring ingestion jobs. Do not put credentials or private raw content in Knowledge page text.
This overview was written by AI (OpenAI Codex) from the public SKILL.md. Check the original below for the exact behavior.
AI checked the SKILL.md for operations that need care and for setup requirements. The score comes only from actually running the skill (hands-on test).
Not counted in the score. Rated by AI (OpenAI Codex) as of Oct 26, 2026. Treat it as a guide and read the original before installing.
Review the instructions the agent will receive before you install.
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.
No reviews yet. Tell others what you thought.
No login needed. Share how it worked for you, ask a question, or note where it did not run.
No comments yet. Be the first to write one.
Set up and authenticate the 1Password CLI, then supply stored passwords and API keys to commands or configuration. The skill covers desktop integration, service accounts, and interactive sign-in while keeping secrets out of chat and logs.
Route requests from OpenClaw to external coding agents such as Claude Code or Cursor. Start or continue sessions using ACP, a protocol for connecting agents, or relay prompts directly through acpx while preserving conversation context.
Add a model provider to OpenClaw and verify it with a real response. The skill validates configuration, keeps credentials in environment or file references, and reports test results and any default model changes.
Prepare an agent activity transcript for a GitHub pull request or issue. Extract relevant prompts, decisions, and results from local logs, remove sensitive material, and preview the edited record before separately authorized publication.
Manage Apple Notes on macOS through memo, a command-line tool. Create, browse, search, edit, delete, and move notes between folders, or export selected notes to HTML or Markdown for use outside the app.
Manage Apple Reminders from your Mac with remindctl, a terminal tool. View tasks by date, add or edit reminders, organize lists, and mark tasks complete or delete them, including personal to-dos that sync to iOS.