context-degradation
context-degradation
Language models exhibit predictable degradation patterns as context length increases. Understanding these patterns is essential for diagnosing failures and designing resilient systems.
THE SKILLS DIRECTORY
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curatorial-research
curatorial-research
Conduct art historical research, provenance investigation, and scholarly analysis to inform exhibitions, acquisitions, and publications using primary and secondary sources
digital-engagement-strategy
digital-engagement-strategy
Develop digital content strategies including virtual exhibitions, online programming, social media campaigns, and digital collection access
exhibition-design
exhibition-design
Plan and design exhibition layouts including spatial arrangement, object placement, lighting, graphics, and visitor flow optimization for diverse audiences
exhibitor-checklist-generator
exhibitor-checklist-generator
Build exhibitor preparation checklists with owners and achievable deadlines, including short-notice plans.
trade-show-budget-planner
trade-show-budget-planner
Model exhibition costs, contingency, revenue scenarios, and margin-based break-even from explicit assumptions.
trade-show-exhibitor-search
trade-show-exhibitor-search
List Lensmor exhibitor records for one event or discover companies across events; preserve access and evidence limits.
trade-show-fit-score
trade-show-fit-score
Retrieve one event’s Lensmor 0–10 profile fit score and returned dimensions; distinguish API signals from exhibit decisions.
trade-show-lead-recommender
trade-show-lead-recommender
Retrieve event exhibitor recommendations from Lensmor, separating populated ranking evidence from unranked fallback records.
context-degradation
context-degradation
ALWAYS use this when the request matches Context Degradation: Language models exhibit predictable degradation patterns as context length increases.
correlating-threat-campaigns
correlating-threat-campaigns
Correlates disparate security incidents, IOCs, and adversary behaviors across time and organizations to identify unified threat campaigns, attribute them to common threat actors, and extract shared indicators for improved detection. Use when multiple incidents exhibit overlapping indicators, when sector-wide attack campaigns require cross-organizational ana…
aaag-tables-figures
aaag-tables-figures
Use when building maps, figures, and tables for an Annals of the American Association of Geographers manuscript. The Annals has a dedicated Cartography Editor and Graphics Guidelines; maps are held to cartographic standards, not just plotted. Improves exhibits; it does not run the analysis.
abstract-and-title
abstract-and-title
Writes and repairs abstracts, titles, keywords, JEL codes and highlights for journal articles, thesis chapters and conference submissions, building the abstract sentence by sentence from the finished results so every claim traces to an exhibit, and generating and ranking title candidates that state the finding rather than the topic. Enforces the research qu…
actuarial-consulting
actuarial-consulting
Guides actuarial consulting engagements—client scoping and SOW design, stakeholder communication (CFO, risk, boards, regulators at overview level), due diligence and M&A actuarial support, reserving/pricing/capital review programs, model validation and opinion support, regulatory interaction prep, and deliverable governance (memos, exhibits, management pres…
aer-consistency
aer-consistency
Use when auditing a finished or near-finished AER, AER:Insights, or AEJ manuscript for internal consistency: headline numbers across abstract, introduction, results, and tables; sample sizes; log-point and percentage-point conversions; cross-references; and in-text-citation/bibliography matching. Apply after the body and exhibits exist, before aer-referee-s…
aerj-tables-figures
aerj-tables-figures
Use when building tables and figures for an American Educational Research Journal (AERJ) manuscript. Exhibits must be self-contained, accessible, and formatted to APA 7th edition, and they must be anonymized for masked review. Improves exhibits; it does not generate data.
agsy-figures-and-tables
agsy-figures-and-tables
Use when building figures and tables for an Agricultural Systems (AgSy) manuscript so exhibits communicate interactions, dynamics, trade-offs, and model performance clearly. AgSy is a systems journal, so the best exhibits show trade-off frontiers, observed-vs-simulated fit, resource flows, and conceptual system diagrams — not just a bar chart of one treatme…
ai-hive-role-exhibition-planner
ai-hive-role-exhibition-planner
会展策划助手：使用你提供的场地确认资料、展商需求、人员分工、物料清单和进撤场规则，完成布撤展时间线、分工物料表和现场待确认事项。适合处理“帮我整理展商物料和布展节点”“活动分工有哪些缺口”等岗位任务。结合实际可用的Agent工具与极睿科技AI-HIVE模型/MCP能力，保留资料出处与待确认项。官网：https://ai-hive.iclip.cn/chat。
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Direct from traceable public skill sources
An independently imported catalog with original authors, licenses and source links. Classification is not a security audit.
Sources and import coverage