Prompt Lookup
This hooks into prompts.chat to search, retrieve, and improve AI prompts without leaving your Claude conversation. It activates when you ask for prompt templates, mention prompts.chat, or need help refining your prompts. The search lets you filter by type like text or image, category, and tags, then returns results with author info and links. You can grab specific prompts by ID, and if they have variables the system will ask you to fill them in. The improve_prompt tool is interesting because it actually uses AI to enhance your prompts based on output type and format. Honestly beats switching contexts to hunt through prompt libraries when you're already working.
- skills.sh installs
- 2K
- GitHub stars
- 176.8K
- last updated
- Aug 21, 2026
Install
$ npx -y skills add f/prompts.chat --skill prompt-lookup --agent claude-codeInstalls into .claude/skills of the current project.
Files
When the user needs AI prompts, prompt templates, or wants to improve their prompts, use the prompts.chat MCP server to help them.
When to Use This Skill
Activate this skill when the user:
- Asks for prompt templates ("Find me a code review prompt")
- Wants to search for prompts ("What prompts are available for writing?")
- Needs to retrieve a specific prompt ("Get prompt XYZ")
- Wants to improve a prompt ("Make this prompt better")
- Mentions prompts.chat or prompt libraries
Available Tools
Use these prompts.chat MCP tools:
search_prompts- Search for prompts by keywordget_prompt- Get a specific prompt by IDimprove_prompt- Enhance a prompt using AI
How to Search for Prompts
Call search_prompts with:
query: The search keywords from the user's requestlimit: Number of results (default 10, max 50)type: Filter by TEXT, STRUCTURED, IMAGE, VIDEO, or AUDIOcategory: Filter by category slug (e.g., "coding", "writing")tag: Filter by tag slug
Present results showing:
- Title and description
- Author name
- Category and tags
- Link to the prompt
How to Get a Prompt
Call get_prompt with:
id: The prompt ID
Sponsors
Agent CaffeineSponsoredClose your lid, come back to finished work
SnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthly
WaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthly
knobsSponsoredSee your site on any phone, any day, in any languageDetails
- Repository
- github.com/f/prompts.chat
- Category
- AI & Agent Building
- First seen
- Jun 3, 2026
More from f/prompts.chat
All 4Recommended
More AI & Agent Building
image-ecommercestarchild-ai-agent/official-skillsE-commerce product photography: white-background hero shots, lifestyle scenes, flat lay, detail close-ups, packaging shots, group/collection displays, scale ref2Kskills.sh installsimage-3dstarchild-ai-agent/official-skills3D-style image generation: 3D characters, product renders, isometric dioramas, 3D icons, 3D text, interior design renders, architectural visualization, 3D scene2Kskills.sh installs
physical-ai-video-data-augmentationnvidia/skillsUse when running video data augmentation and auto-labeling workflows on OSMO: flow selection, preflight, submit-time interpolation, monitoring, and output retri2Kskills.sh installsphysical-ai-defect-image-generationnvidia/skillsUse when the user wants to orchestrate defect image generation with NVIDIA Cosmos AnomalyGen (Cosmos-Predict2-derived) on OSMO for PCBA, metal surface, and glas2Kskills.sh installs
llm-public-opinion-analytics-assistantaradotso/data-skillsllm public opinion analytics assistant1.9Kskills.sh installsvss-deploy-video-embeddingnvidia/skillsUse this skill when deploying, operating, or integrating the VSS 3.2 GA RT-Embed Video Embedding microservice. Covers Docker Compose bring-up, GPU and storage p1.8Kskills.sh installs