Refresh drift-prone documentation against current code. Reads docs/architecture/freshness-catalog.yml, diffs against the last sweep's upstream/main anchor, regenerates mechanical entries, processes editorial markers, and opens one PR per sweep with a report file.
The English summary is being prepared. Showing the original description.
nobodies-collective/Humans☆ 4Updated Oct 21, 2026
Official · OpenClawFreeSummaryAI rating 100 Search a local Notion archive, inspect databases, count pages with read-only SQL, and refresh Markdown exports when needed. Check synchronization status to understand how current the stored information is and identify known gaps.
- Find pages in a local Notion archive
- Review databases and archive reports
- Count archived pages with read-only SQL
openclaw/openclaw☆ 392.7KUpdated Oct 21, 2026
Research current facts, compare options, or investigate people and companies using public sources and supplied context. This skill selects an appropriate research workflow and separates evidence, inference, and recommendations, including dates where freshness matters.
- Check current facts against existing documents
- Compare options before making a decision
- Research potential contacts and companies
affaan-m/ECC☆ 285.3KUpdated Oct 21, 2026
Repeat candidate searches and comparisons while keeping an append-only decision log. Record evidence, compare results with earlier winners, and check replay, freshness, and approval requirements before moving to live trading or production actions.
- Comparing candidates through repeated trials
- Keeping an evidence trail for decisions
- Reassessing earlier winners with fresh information
affaan-m/ECC☆ 285.3KUpdated Oct 21, 2026
Find bottlenecks in large data transfers, imports, transformations, and historical data catch-up. Benchmark alternative processing methods, turn the fastest correct approach into a repeatable workflow, and verify file counts, row counts, and timestamps after execution.
- Speeding up large data imports and exports
- Reducing the time needed to load historical data
- Comparing batch sizes and worker counts
affaan-m/ECC☆ 285.3KUpdated Oct 21, 2026
Browse World Monitor's curated news feeds by topic or language, with duplicate stories removed. Review headlines, sources, publication dates, threat labels, and alert flags, then summarize selected headlines or translate them through the connected tools.
- Scanning current headlines across topics
- Reviewing technology or finance news by language
- Summarizing or translating selected headlines
koala73/worldmonitor☆ 89.1KUpdated Oct 21, 2026
Create and update dashboards with charts, metrics, and tables drawn from connected data sources or attached files. Link displayed values to their sources so readers can inspect queries, calculations, and freshness while reviewing business indicators or recurring reports.
- Track KPIs and progress toward targets
- Visualize CSV, TSV, or JSON data
- Build recurring reports from connected data
asgeirtj/system_prompts_leaks☆ 70KUpdated Oct 20, 2026
Explore unfamiliar code with GitNexus to understand project structure and execution flows. Find related functions, inspect their callers and callees, and read implementation files to explain how a feature works, with repository and index freshness information.
- Understand the structure of an unfamiliar project
- Trace authentication or payment flows
- Find a function's callers and callees
abhigyanpatwari/GitNexus☆ 48KUpdated Oct 21, 2026
Find the right GitNexus tools and workflows for exploring code relationships. This reference explains available commands, graph queries, and resources, including how to check which branch an answer describes and whether its index is current.
- Find a GitNexus tool for a specific task
- Learn how to query code relationships
- Check index freshness and branch information
abhigyanpatwari/GitNexus☆ 48KUpdated Oct 21, 2026
Build data quality checks with Great Expectations, dbt tests, and data contracts, which define shared expectations between teams. Check missing values, duplicates, and freshness, then integrate validation into data pipelines and CI/CD.
- Check data for missing values and duplicates
- Build a dbt test suite
- Define shared data contracts between teams
wshobson/agents☆ 41.4KUpdated Oct 20, 2026
Explore unfamiliar code with Codebase Memory to map architecture, trace function calls and dependencies, and assess change impact. Findings are checked against source files, with index freshness and coverage considered before drawing conclusions.
- Understanding an unfamiliar codebase
- Tracing function callers and dependencies
- Assessing the impact of code changes
github/awesome-copilot☆ 40.3KUpdated Oct 21, 2026
Browse registered trading strategies and compare evidence from backtests, which simulate trades on historical data. Filter by market conditions, trade counts, risk-adjusted returns, and cost feasibility, inspect evidence age, and rebuild the evidence cache from local runs.
- Browsing registered trading strategies
- Finding strategies with evidence for falling or rising markets
- Checking a strategy's evidence quality and age
HKUDS/Vibe-Trading☆ 36.1KUpdated Oct 21, 2026
Build Splunk pipelines that import threat intelligence and match security events against indicators such as malicious IP addresses, domains, and file hashes. Add source, confidence, and severity details so analysts have context when investigating matches.
- Importing external threat feeds into Splunk
- Matching network and endpoint logs against threat indicators
- Adding threat and asset context to alerts
mukul975/Anthropic-Cybersecurity-Skills☆ 34.8KUpdated Aug 31, 2026
Investigate slow jobs, stale data, and timeout alerts by timing the specific operation and comparing monitoring thresholds. Produce an evidence-based verdict that distinguishes insufficient time, stalled work, and false alerts before proposing changes.
- Investigate repeated timeout alerts
- Check whether stale-data warnings reflect actual lag
- Compare monitor thresholds with gbrain doctor
garrytan/gbrain☆ 31.1KUpdated Oct 21, 2026
Compare saved knowledge with current web sources using Perplexity. This skill produces a cited research page that separates new developments, supporting evidence, and contradictions, with suggested updates to stored information about people, companies, or deals.
- Updating stored information about people and companies
- Monitoring changes in companies and active deals
- Preparing briefings focused on new developments
garrytan/gbrain☆ 31.1KUpdated Oct 21, 2026
Official · CodexFreeSummary Review logs and source files from a completed manual example run. Check that results are current and complete, verify intended behavior beyond successful exit codes, and distinguish product defects from environment or credential problems.
- Review results after a manual example run
- Verify behavior in examples that exited successfully
- Separate product failures from environment problems
openai/openai-agents-python☆ 30.2KUpdated Oct 20, 2026
Design research agents that search, read, and turn web or internal sources into clear reports. The playbook defines source freshness, citations, search limits, and a consistent format that separates findings from information the agent could not verify.
- Design an agent for competitive research
- Create a brief-writing agent with dated sources
- Define citation rules for internal document research
mastra-ai/mastra☆ 29KUpdated Oct 21, 2026
Design systems that collect, transform, and store data. Choose between scheduled and continuous processing, generate workflow configurations, validate data quality, and analyze performance using guidance for tools including Python, SQL, Spark, Airflow, dbt, and Kafka.
- Designing data ingestion and transformation pipelines
- Choosing scheduled or real-time data processing
- Checking data freshness, completeness, and uniqueness
alirezarezvani/claude-skills☆ 28.5KUpdated Aug 30, 2026
Write, revise, and review beads user documentation using consistent terminology, explanations, diagrams, and navigation. Follow project rules for generated pages and release alignment, with checks for links, freshness, and documentation consistency.
- Write user guides with consistent beads terminology
- Simplify confusing explanations with diagrams and examples
- Reorganize pages, navigation, links, and redirects
gastownhall/beads☆ 28.1KUpdated Oct 21, 2026
Monitor a data warehouse for stale tables, unusual row counts, column changes, and failed loads. Receive alerts with evidence and likely causes, plus GitHub issues for human review, while warehouse data remains unchanged.
- Check warehouse health every hour
- Investigate delayed table updates
- Detect unusual row counts or column changes
kortix-ai/suna☆ 20.3KUpdated Oct 21, 2026
Research cybersecurity companies, investors, funding, and acquisitions using Return on Security's Signal data. Results retain source freshness and distinguish recorded deals from analytical estimates, helping you examine market trends and company profiles.
- Track quarterly funding trends in cloud security
- Research a security company's funding and investors
- Map acquisitions in identity security
danielmiessler/LifeOS☆ 19.5KUpdated Sep 4, 2026
Maintain LangBot skill assets by organizing operating rules, reference guides, test cases, fixtures, and troubleshooting entries. Check existing material before adding files, keep detailed instructions in one place, and verify that indexes stay current.
- Add a skill without duplicating existing guidance
- Organize reference guides and test cases
- Consolidate troubleshooting for shared causes
langbot-app/LangBot☆ 18.3KUpdated Oct 21, 2026
Review website content for AI citation readiness using E-E-A-T: experience, expertise, authoritativeness, and trustworthiness. Assess evidence, author information, structure, freshness, and topic coverage, then receive scores, passage-level findings, and specific recommendations for improvement.
- Reviewing evidence and author information in articles
- Improving headings and paragraphs for AI citation
- Checking AI-generated drafts for thin content
zubair-trabzada/geo-seo-claude☆ 11.1KUpdated Oct 20, 2026
Build and search a project knowledge graph, a map of information and its relationships. Check matching entries, relationship confidence, graph freshness, and changes since the previous build to understand the project's recorded structure.
- Building a map of project information and relationships
- Searching for a term and its related entries
- Checking whether the graph reflects recent project changes
open-gsd/gsd-core☆ 10.7KUpdated Oct 21, 2026