Ai Tech Fulltext Fetch
Fetch and persist article full text for RSS entries already stored in SQLite by ai-tech-rss-fetch. Use when backfilling or incrementally syncing body text from entries.url or entries.canonical_url into a companion table for downstream indexing, retrieval, or summarization.
Regulationsgov Comment Detail Fetch
Retrieve curated public Regulations.gov comment details for explicit IDs through the Tiangong CLI. Use after comment discovery when a task needs comment text, docket/document linkage, dates, withdrawal or restriction state, organizational context, duplicate count, or optional attachment metadata; do not use to expose named personal-profile fields, download attachment bytes, submit comments, infer…
Document Granular Decompose
Upload local documents to TianGong AI Unstructure `/mineru_with_images` API for fine-grained parsing and return only plain fulltext content. Use when a task needs document fulltext extraction with `return_txt=true`, strict file-type allowlist validation, API base URL/auth token from environment variables, and optional provider/model overrides.
Gdelt Doc Search
Search GDELT DOC 2.0 through the Tiangong CLI for bounded article metadata, timeline aggregates, or tone-distribution bins using linted GDELT query syntax and optional split domain filters. Use for news-source discovery and trend reconnaissance; do not use for article bodies, raw GDELT event/GKG/mention rows, representative media measurement, fact verification, sentiment ground truth, or causal i…
Tiangong Kb Edu Search
Search Tiangong knowledge-base general education sources through the Tiangong AI CLI. Use for broad education knowledge sources only. This skill searches only the edu source, not course or textbook.
Gdelt Gkg Fetch
Retrieve bounded GDELT 2.0 Global Knowledge Graph rows through the Tiangong CLI from the latest snapshot or an exact UTC range. Use for machine-extracted themes, entities, locations, tone, and document linkage; do not use for article bodies, verified knowledge, event rows, polling, bulk archival mirroring, or causal claims.
Dify Knowledge Base Upload
Upload local files to a Dify pipeline knowledge base through the published pipeline datasource flow and optionally apply existing metadata fields. Use when the target dataset is a published rag_pipeline/local_file knowledge base or ordinary Dify document create APIs return completed with 0 chunks.
Remove Similar Image
Analyze local image files with ImageHash and OpenCV to detect near-duplicate photos and blurry shots, then preview or remove them. Use when Codex needs to clean a photo folder, deduplicate similar images, identify blur, or safely delete/move bad images after reviewing a report.
Tiangong Auto Research
Orchestrate open-ended, multi-source, evidence-backed research in the current native Codex, Claude Code, WorkBuddy, or CodeBuddy host, especially when an ancestor directory contains `.tiangong-research` or the user asks to research, investigate, build on prior outputs, compare evidence, form a conclusion, or produce a reviewed research artifact. Also use for setup, preflight, native producer exec…
Open Meteo Historical Fetch
Retrieve bounded Open-Meteo historical weather reanalysis through the Tiangong CLI for up to ten known coordinates, one controlled model, and explicit hourly or daily variables. Use for gap-filled historical temperature, precipitation, humidity, wind, radiation, or shallow-soil context; do not use for station observations, forecasts, climate projections or attribution, geocoding, commercial publi…
Bluesky Cascade Fetch
Fetch bounded public Bluesky post seeds and optional visible reply cascades through the Tiangong CLI. Use for topic, author, custom-feed, or list-feed discussion reconnaissance and reply-topology collection; do not use for private or exhaustive repository/firehose data, media downloads, representative opinion, identity or fact verification, sentiment ground truth, or causal inference.
Domain Onboarding
Help users build an initial mental model of an unfamiliar domain when they do not know where to start, do not know what questions to ask, or lack the vocabulary, structure, and learning path needed to explore the field effectively.
Email Imap Full Fetch
Fetch full email MIME content and attachment files from IMAP by message reference. Use when downstream steps already have a stage-1 mail_ref and need full headers/body/attachments for a specific message, with message_id_norm as the primary lookup key and uid only as fallback.
Epa Eis Records Fetch
Retrieve official U.S. EPA EIS Database result-table metadata through the Tiangong CLI. Use when a task needs Environmental Impact Statement titles, CEQ/provider IDs, document type, dates, agencies, state, detail links, or document-availability cues from a current common search or a precise search URL created in the official UI; do not use to claim linked documents were reviewed or to judge NEPA…
Eceee News Fulltext Fetch
Discover article URLs from https://www.eceee.org/all-news/ and extract/persist full article text into SQLite with retry-safe incremental sync. Use when building or maintaining an eceee news fulltext corpus for downstream search, indexing, or summarization.
River Outfall Status Visualizer
Analyze river outfall Excel workbooks and build report-ready river outfall status visualizations that compare current, normal, 20-year, and 50-year water levels, distinguish left-bank and right-bank outfalls, and identify which outfalls are safe, partially submerged, or fully submerged. Use when Codex needs to turn a river longitudinal-profile or outfall inventory workbook into a briefing chart,…
Gdelt Events Fetch
Retrieve bounded GDELT 2.0 Events rows through the Tiangong CLI from the latest snapshot or an exact UTC range. Use for machine-coded event records and source-document linkage; do not use for article bodies, GKG themes, mention-level provenance, event verification, polling, bulk archival mirroring, or causal claims.
Sustainability Rss Fetch
Ingest all sustainability journal RSS entries into a dedicated RSS SQLite database first, keyed by DOI, then mark relevance and prune non-relevant rows to DOI-only. Use when building a DOI-first ingestion pipeline with mandatory full ingestion before topic filtering.
Open Meteo Flood Fetch
Retrieve daily Open-Meteo GloFAS simulated river-discharge fields through the Tiangong CLI for up to ten known coordinates and one bounded date window, optionally including forecast ensemble members. Use for broad modeled river-flow context or separately governed uncertainty analysis; do not use for gauge observations, named-river lookup, flood alerts or severity, emergency advice, geocoding, com…
Dify Knowledge Base Search
Dify dataset retrieve API for knowledge base chunk search/testing. Use when integrating or debugging Dify knowledge base retrieval requests, retrieval_model options, or response shaping.
Federal Register Doc Fetch
Retrieve bounded official FederalRegister.gov document metadata through the Tiangong CLI, optionally filtered by publication date, term, agency, type, topic, docket, or RIN. Use to identify notices, proposed rules, final rules, or presidential documents; do not use for document bodies, docket comments, legal interpretation, current-force determinations, or compliance advice.
Fetch Meta From Kb
Fetch recent `journals` rows directly from PostgreSQL and return a JSON array containing `doi`, `title`, `abstract`, and `date` (filtered by rolling `DAYS` on `created_at`). Use when users need raw paper payloads for downstream processing without LLM filtering or hotspot report generation.
Email Smtp Send
Send emails through SMTP with optional local attachments and optional IMAP APPEND sync to Sent mailbox. Use when tasks need reliable outbound email delivery, attachment sending, SMTP connectivity checks, or cross-client sent-mail visibility (for example appending to "Sent Items" after SMTP send).
Regulationsgov Comments Fetch
Search bounded Regulations.gov public-comment metadata through the Tiangong CLI. Use when a task needs comment IDs, agency/document linkage, dates, titles, highlighted snippets, or withdrawal state for an explicit posted or last-modified window; do not use to submit comments, download attachments, infer representative public opinion or sentiment, make legal judgments, or perform unbounded docket…
Email Imap Append
Compose unsent email drafts (with optional attachments) and append them to an IMAP mailbox via APPEND (typically Drafts) without sending. Use when tasks need to save draft messages for human review, prefill reply templates, stage outbound content inside mailbox folders before manual send, or prepare draft attachments in mailbox-native format.
Regulationsgov Attachments Fetch
Download bounded public attachment files for exact Regulations.gov comment IDs through the Tiangong CLI. Use when selected regulatory comments have supporting files that must be acquired locally with source lineage, SHA-256 hashes, byte counts, and a manifest; do not use for comment search, arbitrary URL download, file safety certification, text extraction, stance analysis, legal interpretation,…
Gdelt Mentions Fetch
Retrieve bounded GDELT 2.0 Global Mentions rows through the Tiangong CLI from the latest snapshot or an exact UTC range. Use for mention-level provenance, confidence, and source linkage around coded events; do not use for article bodies, unique-article counts, event verification, polling, bulk archival mirroring, or causal claims.
Sustainability Fulltext Fetch
Fetch and persist content for DOI-keyed sustainability RSS entries from a separate fulltext SQLite DB, using OpenAlex/Semantic Scholar API metadata first and webpage fulltext extraction as fallback. Use when building resilient DOI-first content enrichment after relevance labeling.
Open Meteo Air Quality Fetch
Retrieve hourly modeled Open-Meteo air-quality, aerosol, pollen, UV, or AQI fields through the Tiangong CLI for up to ten known coordinates and one bounded date window. Use for spatially continuous CAMS model context beyond station coverage; do not use for monitoring-station observations, regulatory records, health or exposure advice, geocoding, commercial public-endpoint use, or causal interpret…
Airnow Hourly Obs Fetch
Retrieve preliminary U.S. EPA AirNow HourlyAQObs monitoring-site records through the Tiangong CLI for an inclusive UTC-hour window, WGS84 bounding box, and pollutant list. Use for site-hour observations with source-file lineage; do not use for regulatory AQS compliance data, forecasts, health guidance, exposure estimates, or place-name geocoding.
Email Imap Fetch
Listen for one or more IMAP inboxes with the IDLE command, fetch unread email metadata plus text previews, and forward each message to OpenClaw webhooks. Use when tasks need near-real-time mailbox monitoring, multi-account inbox ingestion via environment variables, and automatic trigger delivery into OpenClaw automation.
Openaq Data Fetch
Discover bounded OpenAQ air-quality monitoring locations and retrieve raw, hourly, or daily measurements for one known sensor through the Tiangong CLI. Use when a task needs OpenAQ location, provider, sensor, parameter, license, coverage, or time-series context; do not use for arbitrary API paths, S3 archive downloads, AQI calculation, health or regulatory decisions, forecasting, source attributi…
Convert Image To Jpg
Convert local image files from common raster formats into JPG while setting a target DPI (default 96). Use when Codex needs to convert a file or folder of images such as HEIC, HEIF, PNG, TIFF, WebP, BMP, GIF, AVIF, or JPEG into `.jpg` for upload, OCR, archiving, or tools that require JPEG output.
Gdelt Web Ngrams Search
Find news article links containing literal words or short phrases in an explicit GDELT Web NGrams/TOC minute pair through the Tiangong CLI. Use for file-based topic discovery, including an explicitly selected alternative when DOC search is unavailable. Do not use for DOC query operators, sentiment timelines, full article text, relevance ranking, or complete time-range coverage from a single minut…
Sustainability Summary
Retrieve time-windowed relevant sustainability RSS evidence from the RSS metadata SQLite database and optionally join DOI-keyed enriched content from a separate fulltext SQLite database. Use when generating grounded daily, weekly, monthly, or custom-range digests after relevance labeling.
Apply Environmental Thinking
Use when the user explicitly asks for an environmental, ecological, or sustainability-informed way of thinking, or when a complex question may turn on coupled systems, boundary choices, displaced consequences, environmental pathways, delayed or irreversible change, uneven exposure, shared-resource tensions, acceptable risk, or responsibility across places and generations—even when the topic itsel…
Ai Tech Summary
Retrieve time-windowed RSS evidence from SQLite and let the agent produce final summaries using RAG over selected records and fields. Use when generating daily, weekly, monthly, or custom-range AI tech digests directly in agent responses instead of fixed template reports.
Tiangong Auto Research Workbuddy
Adapt a managed Tiangong Auto Research workflow to a native WorkBuddy or CodeBuddy producer running in Default Permission mode, especially when independent review needs the explicit sandbox-bridge transport. Use only as a thin router to the project-installed tiangong-auto-research Skill; do not use for unrelated WorkBuddy tasks or standalone searches.
Figshare Data Download
Download Figshare files via browser-only workflow (no web_fetch/curl probing). Use when a user provides a Figshare DOI or ndownloader URL and needs a reliable fetch path that always opens the page in browser, triggers the real download, then copies the downloaded file into a target path.
Tiangong Kb Course Fulltext Fetch
Fetch full text for a Tiangong KB course document through the Tiangong AI CLI. Use when a task has a course document_id and tags and needs the complete processed text.
Fetch Abstract To Kb
Fetch DOI candidates from PostgreSQL `journals` and batch write `abstract` by DOI. Use when you need DB-only backfill workflow: (1) select newest rows where doi is not empty, author is not empty, and abstract is empty (default limit 10), then (2) write prepared abstract values back in batch by DOI.
Tiangong Kb Esg Search
Search Tiangong knowledge-base ESG disclosures through the Tiangong AI CLI. Use for environmental, social, and governance reports and disclosure evidence only. This skill searches only the ESG source.
Nasa Firms Fire Fetch
Retrieve bounded NASA FIRMS satellite active-fire and thermal-anomaly point detections through the Tiangong CLI for one reviewed source, known bounding box, and short UTC date window. Use for hotspot screening or candidate fire-location context; do not use for fire perimeters, burned area, confirmed wildfire incidents, cause attribution, emergency alerts, recurring monitoring, or multi-source fus…
Academic Paper Download
Fetch and atomically save structurally and identity-verified academic-paper PDFs from legal open-access sources using a DOI or exact title, with access/license provenance and an adjacent hash manifest. Use for automatic OA retrieval or for a publisher URL that must first be resolved to a DOI and may then require an explicitly selected Chrome or optional CloakBrowser user-authorized browser handof…
Tiangong Kb Course Search
Search Tiangong knowledge-base course sources through the Tiangong AI CLI. Use for courseware, lessons, teaching material, Qinghua/Tsinghua humanities archive course collections, and evidence-grounded education-history retrieval. This skill searches only the course source.
Synology File Station
Operate Synology DSM File Station via WebAPI for major file workflows including listing, search, folder creation, rename, copy/move, delete, upload/download, and archive extract. Use when tasks need scripted NAS file operations with service address, username, and password loaded from environment variables. Note: compress is temporarily unavailable in this skill.
Github Contribution Period Analysis
Analyze one GitHub user's code contribution activity in a specified UTC time window and generate a Markdown report focused on practical contributions (authored merged PRs, PRs merged by the target user, and authored commits) across accessible public and private repositories. Use when users ask to evaluate real engineering contribution over a period and want evidence links.
Ai Tech Rss Fetch
Subscribe to AI and tech RSS feeds and persist normalized metadata into SQLite using mature Python tooling (feedparser + sqlite3). Use when adding feed URLs/OPML sources, running incremental sync with deduplication, and storing entry metadata without full-text extraction or summarization.
Notebooklm
NotebookLM CLI wrapper via `python3 {baseDir}/scripts/notebooklm.py` (backed by notebooklm-py). Use for auth, notebooks, chat, sources, notes, sharing, research, and artifact generation/download.
Fetch Meta To Kb
Fetch journal articles from Crossref published after a user-specified date and insert them into PostgreSQL `journals` with DOI deduplication. Use when incrementally ingesting journal metadata from `journals_issn` into `journals`.