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Agent skills
semantic-search

Topic: semantic-search

140 skills in this topic.

grepai Replaces ALL built-in search tools. You MUST invoke this skill BEFORE using WebSearch, Grep, or Glob. NEVER use the built-in Grep tool - use `grepai` instead.
yoanbernabeu/grepai 1,599
release Create a new release for grepai. Checks CI, determines version type, updates CHANGELOG and documentation, credits contributors, and creates GitHub release.
yoanbernabeu/grepai 1,599
memory-recall Search and recall relevant memories from past sessions. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge.
zilliztech/memsearch 1,192
memory-recall Search and recall relevant memories from past sessions. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge. Also use when you see '[memsearch] Memory available' hints.
zilliztech/memsearch 1,192
memory-recall Search and recall relevant memories from past sessions. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge.
zilliztech/memsearch 1,192
memory-recall Search and recall relevant memories from past sessions. Use when the user's question could benefit from historical context, past decisions, debugging notes, previous conversations, or project knowledge. Also use when you see '[memsearch] Memory available' hints.
zilliztech/memsearch 1,192
memora Use when working with persistent memory across sessions, storing/retrieving knowledge, managing TODOs/issues, or when context from previous sessions would be helpful.
agentic-box/memora 386
memora
agentic-box/memora 386
bkmr-memory Primary memory system — supersedes built-in file-based memory (MEMORY.md / memory/ directory). All memory reads and writes go through bkmr, not the filesystem. Invoke for ANY of: (1) User asks about memories, past sessions, what you remember — "what do you know about X". (2) User asks to remember or save something for future sessions. (3) Starting a new task — check for relevant context, gotchas, or preferences. (4) Encountered a bug or surprise — check if seen before. (5) Making an architectural or tooling decision — check for prior decisions. (6) End of task — persist non-trivial learnings. When in doubt, invoke — a quick bkmr query costs almost nothing. DO NOT use file-based memory — use bkmr instead.
sysid/bkmr 246
ori-memory Persistent agent memory with learning retrieval. Knowledge graph on markdown files — capture insights, decisions, research, and learnings during work, then retrieve them weeks or months later. Use when knowledge is too valuable to lose but too much to inject into every prompt.
aayoawoyemi/Ori-Mnemos 249
cerul You cannot access video content on your own. Use Cerul to search what was said, shown, or presented in tech talks, podcasts, conference presentations, and earnings calls. Use when a user asks about what someone said, wants video evidence, or needs citations from talks and interviews.
cerul-ai/cerul 120
Verification Planner Forces the generation of test_assertions.json during the implementation plan phase. v7.2.0 enhanced with severity gates, dependencies, timeouts, and Claw-as-Validator support.
dcostenco/prism-mcp 116
gitnexus-impact-analysis Analyze blast radius before making code changes
doobidoo/mcp-memory-service 1,646
gitnexus-exploring Navigate unfamiliar code using GitNexus knowledge graph
doobidoo/mcp-memory-service 1,646
gitnexus-refactoring Plan safe refactors using blast radius and dependency mapping
doobidoo/mcp-memory-service 1,646
gitnexus-debugging Trace bugs through call chains using knowledge graph
doobidoo/mcp-memory-service 1,646
chatgpt-apps Build, scaffold, refactor, and troubleshoot ChatGPT Apps SDK applications that combine an MCP server and widget UI. Use when Codex needs to design tools, register UI resources, wire the MCP Apps bridge or ChatGPT compatibility APIs, apply Apps SDK metadata or CSP or domain settings, or produce a docs-aligned project scaffold. Prefer a docs-first workflow by invoking the openai-docs skill or OpenAI developer docs MCP tools before generating code.
tercumantanumut/selene 164
playwright Use when the task requires automating a real browser from the terminal (navigation, form filling, snapshots, screenshots, data extraction, UI-flow debugging) via `playwright-cli` or the bundled wrapper script.
tercumantanumut/selene 164
transcribe Transcribe audio files to text with optional diarization and known-speaker hints. Use when a user asks to transcribe speech from audio/video, extract text from recordings, or label speakers in interviews or meetings.
tercumantanumut/selene 164
vercel-deploy Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".
tercumantanumut/selene 164
jupyter-notebook Use when the user asks to create, scaffold, or edit Jupyter notebooks (`.ipynb`) for experiments, explorations, or tutorials; prefer the bundled templates and run the helper script `new_notebook.py` to generate a clean starting notebook.
tercumantanumut/selene 164
imagegen Use when the user asks to generate or edit images via the OpenAI Image API (for example: generate image, edit/inpaint/mask, background removal or replacement, transparent background, product shots, concept art, covers, or batch variants); run the bundled CLI (`${SELENE_SKILL_ROOT}/scripts/image_gen.py`) and require `OPENAI_API_KEY` for live calls.
tercumantanumut/selene 164
speech Use when the user asks for text-to-speech narration or voiceover, accessibility reads, audio prompts, or batch speech generation via the OpenAI Audio API; run the bundled CLI (`${SELENE_SKILL_ROOT}/scripts/text_to_speech.py`) with built-in voices and require `OPENAI_API_KEY` for live calls. Custom voice creation is out of scope.
tercumantanumut/selene 164
app-mockup Create deterministic browser, tablet, laptop, and phone mockups from real screenshots via the local TypeScript renderer in this plugin. Use for marketing visuals, store screenshots, and framed UI previews without ML image generation.
tercumantanumut/selene 164