القائمة
Generate a local research digest from arXiv and OpenAlex using a local Python script. Also manages tracked research topics.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Send email over SMTP using only the Python standard library, with plain-text and HTML bodies, file attachments, cc/bcc, reply-to, a dry-run preview, connection verification, and redacted config inspection.
ALWAYS use this skill when the user asks to send, get, retrieve, find, share, add, or search for a paper. This skill manages the user's Zotero library with 10,000+ papers and can retrieve PDFs, create share links, add new papers, and search. Prefer this over getscipapers for any request involving sending/getting/finding papers.
Use before delivering work that incorporated content the agent did not author — fetched web pages, PDFs, retrieved or library documents, tool or subagent output — or that performs an outward-facing or irreversible action. Maps trust boundaries and runs an abuse-case and prompt-injection check, delegating to a fresh-context security reviewer.
Run bounded autonomous research iterations with evidence gates, recovery ledgers, and optional cross-agent handoffs. Use when the user asks to continue research autonomously, run a research loop, integrate autonomous agent loops, or keep improving a research workflow without repeated prompts.
Use for a clarity-only pass that must not change behavior — simplifying, renaming, de-duplicating, or restructuring code, configs, research scripts, or prose. Gates on understanding the target before touching it and re-verifies after each change so behavior stays fixed.
Use in-flight, the moment you are about to let a non-trivial decision stand — a branching or control-flow change, crossing a module/service/agent boundary, an assertion the type system or proof checker cannot see, a high-stakes or irreversible action, or an analytical step a conclusion rests on. Materializes a fresh-context reviewer biased to disprove, while course-correction is still cheap.
| name | research_digest_wrapper |
| description | Generate a local research digest from arXiv and OpenAlex using a local Python script. Also manages tracked research topics. |
| user-invocable | true |
| disable-model-invocation | false |
| metadata | {"openclaw":{"emoji":"🧠","requires":{"bins":["bash"]}}} |
Use this skill when the user wants a research digest from tracked topics or wants to manage the tracked topic list.
If the user provides an action inline (e.g. /research_digest_wrapper run), execute it immediately. Otherwise ask what they want to do and wait for their reply.
For every research digest or topic-management task, use:
When the digest seeds deeper research, preserve identifiers and hand off items to digest_bridge, zotero, paper-lookup, or deep-research-workflow instead of treating digest text as final evidence.
Run digest: run (options: --tag TAG, --min-priority N, --use-llm-summary, --use-llm-scoring)
List topics: list-topics
Add topic: add-topic "name" --tag TAG --priority N
Doctor: doctor
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh <COMMAND AND ARGS>
After running, read the digest file and summarize the top findings.
Validation before summarizing:
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh edit-topic "<NAME>" --tag <TAG> --priority <N>
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh disable-topic "<NAME>"
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh enable-topic "<NAME>"
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh remove-topic "<NAME>"
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh backup-topics --reason "<REASON>"
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh list-topic-backups
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh restore-topic-backup
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh export-topics --output /tmp/topics.tsv
exec: /workspace/skills/research-digest-wrapper/run_research_digest.sh import-topics /tmp/topics.tsv
{{ PRIVATE_DATA_DIR }}/research/alerts/topics.tsv{{ PRIVATE_DATA_DIR }}/research/alerts/digests/latest-digest.md