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By guanyang
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | This skill should be used when long-running agent sessions need context compression, structured summarization, compaction, token-per-task optimization, or durable handoff summaries that preserve… | guanyang/ | 977 | 2 repos | ~4.6k | Automated safety check: Pass | MIT | today |
| 2 | This skill should be used to explain or reason about the foundational concepts of context engineering: what context is, the anatomy of a context window, how attention mechanics work, the U-shaped… | guanyang/ | 977 | 2 repos | ~4.2k | Automated safety check: Pass | MIT | today |
| 3 | This skill should be used when building agent evaluation systems: deterministic checks, regression suites, multi-dimensional rubrics, quality gates, production monitoring, baseline comparison, and… | guanyang/ | 977 | 2 repos | ~4.2k | Automated safety check: Pass | MIT | today |
| 4 | This skill should be used when designing multi-agent systems that need context isolation, supervisor or swarm coordination, explicit handoffs, parallel execution, or a decision on whether multiple… | guanyang/ | 977 | 2 repos | ~4.6k | Automated safety check: Pass | MIT | today |
| 5 | This skill should be used for project-level decisions about LLM-powered systems: whether an LLM is the right primitive for the task at hand, the shape of a multi-stage batch or agent pipeline, token… | guanyang/ | 977 | 2 repos | ~4.7k | Automated safety check: Pass | MIT | today |
| 6 | This skill should be used for the tool-interface layer of an agent system specifically: writing tool descriptions agents can route on, designing tool schemas and response formats, naming… | guanyang/ | 977 | 2 repos | ~5k | Automated safety check: Pass | MIT | today |
| 7 | This skill should be used when agent work needs file-backed context: durable scratchpads, tool-output offloading, just-in-time discovery, cross-agent handoff files, filesystem memory, or cleanup… | guanyang/ | 977 | 1 repo | ~4k | Automated safety check: Pass | MIT | today |
| 8 | This skill should be used when designing hosted or background agent infrastructure: sandboxed execution, remote coding environments, warm pools, session persistence, multiplayer collaboration… | guanyang/ | 977 | 1 repo | ~4.4k | Automated safety check: Pass | MIT | today |
| 9 | This skill should be used for advanced LLM evaluation: LLM-as-judge systems, direct scoring, pairwise comparison, rubric calibration, evaluator bias mitigation, confidence scoring, and automated… | guanyang/ | 977 | 2 repos | ~4.2k | Automated safety check: Pass | MIT | today |
| 10 | This skill should be used when modeling agent mental states with BDI concepts: beliefs, desires, intentions, RDF-to-belief transformations, rational agency traces, cognitive agents, BDI ontologies… | guanyang/ | 977 | 2 repos | ~4.4k | Automated safety check: Pass | MIT | today |
| 11 | AI image generation with OpenAI GPT Image 2, Azure OpenAI, Google, OpenRouter, DashScope, Z.AI GLM-Image, MiniMax, Jimeng, Seedream and Replicate APIs. | guanyang/ | 977 | — | ~4.6k | Automated safety check: Notes | MIT | today |
| 12 | This skill should be used for diagnosing and mitigating context degradation: lost-in-middle failures, context poisoning, context clash, context confusion, attention-pattern issues, and agent… | guanyang/ | 977 | 2 repos | ~4.8k | Automated safety check: Pass | MIT | today |
| 13 | This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy, partitioning, token-cost reduction, retrieval scoping, and extending… | guanyang/ | 977 | 2 repos | ~4k | Automated safety check: Pass | MIT | today |
| 14 | This skill should be used for persistent semantic memory in agent systems: cross-session knowledge retention, entity tracking, temporal validity, graph or vector retrieval, memory consolidation, and… | guanyang/ | 977 | 2 repos | ~4.1k | Automated safety check: Pass | MIT | today |
| 15 | Persistent file-based planning for multi-step AI-agent work. | guanyang/ | 977 | 2 repos | ~9.7k | Automated safety check: Notes | MIT | today |
| 16 | This skill should be used when the user asks to "share memory between agents", "KV cache compaction for multi-agent", "orchestrator worker context", "latent briefing", "reduce worker tokens"… | guanyang/ | 977 | 1 repo | ~3.3k | Automated safety check: Pass | MIT | today |
| 17 | This skill should be used when designing autonomous agent harnesses: research loops, evaluation scaffolds, locked and editable surfaces, durable logs, novelty gates, pruning, rollback, PR… | guanyang/ | 977 | 1 repo | ~2.9k | Automated safety check: Pass | MIT | today |
| 18 | This skill should be used when writing, enhancing, or evaluating the launch prompt for a long-running autonomous agent or a parallel multi-agent orchestration attacking a hard problem: pseudo-formal… | guanyang/ | 977 | 1 repo | ~6.4k | Automated safety check: Pass | MIT | today |
| 19 | This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that… | guanyang/ | 977 | 1 repo | ~5.6k | Automated safety check: Pass | MIT | today |
| 20 | This skill should be used when a model gets read-write control over its own live context window instead of a harness-scheduled compaction policy: the context exposed as an editable file the model… | guanyang/ | 977 | 1 repo | ~6k | Automated safety check: Pass | MIT | today |
| 21 | Best practices for writing Remotion React Markup. An agent skill from guanyang/open-agent-hub. | guanyang/ | 977 | 1 repo | ~2.4k | Automated safety check: Pass | MIT | today |
| 22 | 22.Mediabunny Multimedia handling with the Mediabunny library. An agent skill from guanyang/open-agent-hub. | guanyang/ | 977 | 2 repos | ~191 | Automated safety check: Pass | MIT | today |
| 23 | Generates infographic image card series with 12 visual styles, 8 layouts, and 3 color palettes. | guanyang/ | 977 | — | ~6.7k | Automated safety check: Pass | MIT | today |
| 24 | Best practices and domain knowledge for building videos programmatically with Remotion (videos in React/TypeScript, rendered to MP4). | guanyang/ | 977 | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 25 | Creating a new Remotion video | guanyang/ | 977 | 1 repo | ~353 | Automated safety check: Pass | MIT | today |
| 26 | Best practices for writing Remotion animations that stay intuitive for agents and editable in Remotion Studio Visual Mode. | guanyang/ | 977 | 1 repo | ~209 | Automated safety check: Pass | MIT | today |
