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Context engineering
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Routes large command, file, API and browser output through context-mode tools so only the needed result enters the agent's context, instead of dumping it via Bash. | mksglu/ | 26k | — | ~4.1k | Automated safety check: Pass | Unknown | yesterday |
| 2 | Connects Claude Code to Memori Cloud for long-term memory, recalling stored context before substantive replies and saving new context afterward. | MemoriLabs/ | 17k | — | ~2k | Automated safety check: Notes | Unknown | 5 days ago |
| 3 | Guidance for creating, updating and reviewing Picoclaw skills, from the SKILL.md structure to organizing bundled scripts, references and assets. | sipeed/ | 30k | — | ~4.4k | Automated safety check: Pass | MIT | 13 days ago |
| 4 | Adds optional capabilities to Pydantic AI agents from pydantic-ai-harness, led by Code Mode, which runs many tool calls as one sandboxed Python script. | pydantic/ | 20k | — | ~4.9k | Automated safety check: Pass | MIT | today |
| 5 | Semantic code search and index management with the ccc CLI: the agent initializes, indexes and queries the project by concept, filtering by language or path. | cocoindex-io/ | 2.7k | — | ~938 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | Routing rules for using context-mode MCP tools in Antigravity CLI: sandboxed code runs, file analysis, indexed search and web fetches that keep large output out of the conversation. | mksglu/ | 26k | — | ~850 | Automated safety check: Pass | Unknown | yesterday |
| 7 | Audit a Claude Code or Codex setup for context-window waste, then fix it and measure the savings. | alexgreensh/ | 2.5k | — | ~3.6k | Automated safety check: Pass | Unknown | 2 days ago |
| 8 | Optimizes agent context setup. An agent skill from abashev/vfs-s3. | abashev/ | 106 | 9 repos | ~2.6k | Automated safety check: Notes | Apache-2.0 | 7 days ago |
| 9 | 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/ | 973 | 2 repos | ~4.2k | Automated safety check: Pass | MIT | today |
| 10 | A skill your agent uses when designing, generating an MVP blueprint for, auditing, troubleshooting, refactoring, or explaining an agentic harness for any domain. | DenisSergeevitch/ | 2.4k | — | ~7.4k | Automated safety check: Pass | MIT | 3 days ago |
| 11 | Adds structured long-term memory to OpenClaw agents, built automatically from sessions, with tools the agent calls to recall facts, summaries and decisions. | MemoriLabs/ | 17k | — | ~2k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 12 | Navigates a codebase through the code-review-graph MCP tools: architecture overview, symbol search, caller and callee tracing, flows and oversized functions. | tirth8205/ | 32k | 1 repo | ~335 | Automated safety check: Pass | MIT | yesterday |
| 13 | Packs a local directory or remote GitHub repository into one AI-friendly file with Repomix, then searches it to explore structure, find patterns and count tokens. | yamadashy/ | 29k | — | ~1.3k | Automated safety check: Notes | MIT | 4 days ago |
| 14 | Recalls earlier decisions, patterns and surprises from MemPalace memory before planning, behind a config gate that never blocks the planning step. | open-gsd/ | 10k | 1 repo | ~1.5k | Automated safety check: Notes | MIT | today |
| 15 | 15.Evaluation 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/ | 973 | 2 repos | ~4.2k | Automated safety check: Pass | MIT | today |
| 16 | Guides changes to the cursor-byok server so provider conversation history stays append-only and each turn's history remains an exact prefix of the next, protecting prefix caches. | leookun/ | 3.2k | — | ~1.3k | Automated safety check: Pass | MIT | 9 days ago |
| 17 | Controls which GSD skills are exposed to the agent at runtime by applying a profile, listing clusters or disabling and enabling them without a reinstall. | open-gsd/ | 10k | 1 repo | ~1.6k | Automated safety check: Notes | MIT | today |
| 18 | Builds AI chat interfaces and conversational UI with streaming responses, context management, and multi-modal support. | ancoleman/ | 526 | 1 repo | ~3.4k | Automated safety check: Pass | MIT | 10 mo ago |
| 19 | Keeps a task plan, findings and progress log in markdown files on disk so long agent tasks survive context resets, with Gemini hooks and helper scripts. | OthmanAdi/ | 27k | — | ~2.9k | Automated safety check: Pass | MIT | yesterday |
| 20 | 20.Split PDF Download, split, and deeply read academic PDFs. An agent skill from scunning1975/MixtapeTools. | scunning1975/ | 469 | 2 repos | ~2.9k | Automated safety check: Pass | No licence | 1 mo ago |
| 21 | Explains how to design and write skills for Claude Code plugins: SKILL.md frontmatter, bundled scripts, references and assets, and descriptions that trigger at the right time. | anthropics/ | 37k | 9 repos | ~5.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 22 | Controls the RTK filter set and context-handling settings in OmniRoute, with endpoints to try compression on sample text and read back retained output. | diegosouzapw/ | 74k | 1 repo | ~618 | Automated safety check: Pass | MIT | yesterday |
| 23 | Saves a user's project decisions, rules and preferences into a project-local mdbase so later sessions and other agents can recover the intent. | sickn33/ | 47k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 24 | Writes a HANDOFF.md capturing goal, state, files, failed attempts and next steps so a fresh agent session can continue exactly where this one stopped. | thedotmack/ | 97k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | 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/ | 973 | 2 repos | ~4.7k | Automated safety check: Pass | MIT | today |
| 26 | 26.Base Help Coach mode for the base CLI: teaches what to do and why, rather than just answering. | ChristopherKahler/ | 287 | — | ~2.6k | Automated safety check: Pass | Unknown | yesterday |
| 27 | Manage cs (claude-statusbar) — switch theme/style/density, override severity colors, preview combinations, run doctor, reset config, install, upgrade (cs upgrade — the only supported upgrade path)… | leeguooooo/ | 377 | — | ~2.5k | Automated safety check: Pass | MIT | today |
| 28 | 28.Rlm Process large codebases (100 files) using the Recursive Language Model pattern. | BowTiedSwan/ | 182 | 1 repo | ~928 | Automated safety check: Pass | No licence | 8 mo ago |
| 29 | Replaces grep, cat, find and ls with the tilth CLI, which returns AST-aware outlines, definitions, usages and callers across many languages in one call. | jahala/ | 352 | — | ~1.1k | Automated safety check: Pass | MIT | 11 days ago |
| 30 | 30.Lemmalog Externalize working memory and logical state into the lemmalog Datalog engine (MCP). | JordyZomer/ | 329 | — | ~2.8k | Automated safety check: Pass | MIT | 6 days ago |
| 31 | Routes UI tasks to the smallest useful set of UI Skills through the ui-skills CLI, picking a category and loading at most three skills before implementing. | ibelick/ | 9.4k | 2 repos | ~362 | Automated safety check: Pass | MIT | yesterday |
| 32 | Persistent memory enhancement for AI agents. An agent skill from sopaco/cortex-mem. | sopaco/ | 312 | — | ~2.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 33 | Visualize and diagnose OpenClaw context window usage. An agent skill from jzOcb/context-doctor. | jzOcb/ | 119 | — | ~642 | Automated safety check: Pass | MIT | 6 mo ago |
| 34 | Suggests manual context compaction at logical intervals to preserve context through task phases rather than arbitrary auto-compaction. | hellangleZ/ | 112 | 8 repos | ~514 | Automated safety check: Pass | No licence | 8 mo ago |
| 35 | Rules for choosing Qdrant-Indexer semantic search over grep or file reads when exploring code, debugging or asking where and why questions. | Context-Engine-AI/ | 402 | — | ~1.3k | Automated safety check: Pass | MIT | 3 mo ago |
| 36 | Keeps a task plan, findings and progress log as Markdown files in the project so long multi-step agent work survives context resets. | OthmanAdi/ | 27k | — | ~3k | Automated safety check: Pass | MIT | yesterday |
| 37 | 37.Bad BMad Autonomous Development — orchestrates parallel story implementation pipelines. | stephenleo/ | 107 | — | ~7.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 38 | Discover reusable implementations and tests before architecture design, substantial changes, or test work. | Ai-Eastern/ | 101 | — | ~5k | Automated safety check: Pass | MIT | 11 days ago |
| 39 | Explains how cognee stores session memory by session_id and bridges it into the permanent graph with improve(), including the stages, results and settings. | topoteretes/ | 32k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | Diagnoses a recurring failure such as a stuck task, repeated CI error or frequent reverts by sending sub-agents through the logs and returning one root-cause diagnosis. | yologdev/ | 1.9k | — | ~3.6k | Automated safety check: Pass | MIT | today |
| 41 | Set up and improve harness engineering (AGENTS.md, docs/, lint rules, eval systems, project-level prompt engineering) for AI-agent-friendly codebases. | 10xChengTu/ | 102 | 1 repo | ~1k | Automated safety check: Pass | No licence | 2 mo ago |
| 42 | A comprehensive collection of Agent Skills for context engineering, harness engineering, multi-agent architectures, and production agent systems. | muratcankoylan/ | 18k | — | ~2.8k | Automated safety check: Pass | MIT | 6 days ago |
| 43 | Record every behavior-changing feature addition, fix, and adjustment as durable, evidence-based repository knowledge, then use that ledger to continue accurately across AI windows, tools, Git… | gviiisen/ | 105 | — | ~2.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 44 | Generate coding-aider plans as created by the IntelliJ coding-aider plugin. | p-wegner/ | 105 | — | ~1.7k | Automated safety check: Notes | GPL-3.0 | 6 mo ago |
| 45 | Picks a small, graph-based slice of source with Trailmark and hands a focused code task to a smaller or local model without exposing the whole repository. | trailofbits/ | 7.4k | — | ~2.1k | Automated safety check: Pass | CC-BY-SA-4.0 | 5 days ago |
| 46 | Repeats a long task as a series of scheduled wake-ups, each re-entering with fresh context and calling harness-work for one task per cycle. | Chachamaru127/ | 3.2k | — | ~2.3k | Automated safety check: Notes | MIT | 3 days ago |
| 47 | Loads one section of a Markdown file by its path#h2-slug address with a bundled resolver script, for use outside OpenRig's context library. | mvschwarz/ | 5.5k | — | ~341 | Automated safety check: Pass | Apache-2.0 | today |
| 48 | Task management for AI agents across context windows. An agent skill from marcus/td. | marcus/ | 250 | — | ~2k | Automated safety check: Pass | MIT | 7 days ago |