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Agent Workflows · Summarization
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 | Summarizes recent agent sessions for the current project by date, with each session's title, status, observation count and top highlights from memory. | rohitg00/ | 29k | — | ~510 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Writes a narrative Journey Into report on a project's whole development history, built from the timeline that claude-mem has recorded. | thedotmack/ | 99k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 4 | Turns a project's claude-mem timeline into a week-by-week narrative, splitting it by ISO week and running one subagent per week that receives the prior week's carry-forward block. | thedotmack/ | 99k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 5 | Turn raw research, notes, links, or a conversation into a polished, shareable Sparkpage-style report page with an executive summary, structured sections, tables, and citations. | breakstageaxe61/ | 169 | — | ~738 | Automated safety check: Pass | MIT | 15 days ago |
| 6 | 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 |
| 7 | 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 |
| 8 | Helps developers configure and extend the Video Search and Summarization sample app's spec-driven FastMCP proxy for VSS search. | open-edge-platform/ | 171 | — | ~1.5k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 9 | A skill your agent uses when changing any field in pkg/temperature/Config (DecayRate, AccessBoost, ColdThreshold, NotifyThreshold, TickInterval) or modifying decayFactor / Score / cold-node… | radimsem/ | 129 | — | ~2.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 10 | A skill your agent uses when designing, reviewing, or debugging how an agent's context window gets filled, pruned, or shared — choosing what loads at boot versus on demand, sizing an install or an… | mvschwarz/ | 6.6k | — | ~8.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | A skill your agent uses when the final answer strategy calls for a prediction, forecast, probability estimate, price target, expected value, threshold outcome, scenario outlook, or prediction-style… | NVIDIA-AI-Blueprints/ | 886 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries. | github/ | 40k | 1 repo | ~3.1k | Automated safety check: Pass | MIT | 2 days ago |
| 13 | Context window monitoring and budget management. An agent skill from a5c-ai/babysitter. | a5c-ai/ | 1.8k | — | ~1.8k | Automated safety check: Notes | MIT | 24 days ago |
| 14 | Context preservation, tiered summarization, resumability. An agent skill from alinaqi/maggy. | alinaqi/ | 707 | — | ~3.6k | Automated safety check: Pass | MIT | 17 days ago |
| 15 | Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot | aiskillstore/ | 433 | 3 repos | ~2.4k | Automated safety check: Pass | No licence | yesterday |
| 16 | Transform large, noisy, or short-term memory into compact, durable, high-signal summaries. | digipulse-engineering/ | 163 | — | ~863 | Automated safety check: Pass | Unknown | 11 days ago |
| 17 | Produces a plain-language stakeholder summary from an existing feature specification, for sharing with non-technical stakeholders before implementation kicks off. | testdouble/ | 281 | — | ~6.3k | Automated safety check: Pass | MIT | 10 days ago |
| 18 | Compress tool outputs, logs, and JSON before they enter the context window — structural compression via a deterministic stdlib script (schema + samples + stats instead of 300 raw rows), no API, no… | mohitagw15856/ | 1.4k | — | ~1.4k | Automated safety check: Pass | MIT | yesterday |
| 19 | Reduces token usage from paid providers by offloading work to local LM Studio models. | sundial-org/ | 663 | — | ~1.2k | Automated safety check: Pass | MIT | 7 mo ago |
| 20 | Compresses artifacts for judge evaluation. An agent skill from closedloop-ai/claude-plugins. | closedloop-ai/ | 122 | — | ~2.1k | Automated safety check: Notes | Apache-2.0 | yesterday |