recommendations
Skill11k starsChanged 44 days agoApache-2.0View on GitHub
How to suggest options that fit the user and don't repeat earlier ones (meals, restaurants, trips, activities, gifts, books). Use before any open-ended recommendation.
2 other projects use a version of this.
Trending
More talk lately.about the whole repository
Most recently taken up by
- google/adk-recipesword for word, first seen Nov 8, 2026
- tasteray/skillstheir own version, first seen Jul 15, 2026
Who's talking about google/adk-samples
- @stephanjanssen.be“Google just open sourced a Python Agent Development Kit @ github.com/google/adk-p... Native Streaming and …”Bluesky · Apr 9, 2025 · 12 likes
- google/adk-python“stream_query and HTTP Streaming to Vertex AI Agent Return Empty/Exhausted Responses (Works via ADK Web)”GitHub · Jul 8, 2025 · 5 reactions
- google/adk-recipes“Support running agents fully locally without Vertex AI (offline mode)”GitHub · Apr 14, 2025 · 4 reactions
- google/adk-recipes“[BUG]: Deployment of Data Science agent to Agent Engine fails ”GitHub · Oct 1, 2025 · 3 reactions
- A Hacker News story“CaMeL-Powered Secure Agent Demo with ADK”Hacker News · Aug 9, 2025 · 3 points
The biggest 5 of 32 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 32
Talked about on GitHub, Bluesky, Hacker News and Stack Overflow (32 times).
On GitHub · 23
- Jul 8, 2025stream_query and HTTP Streaming to Vertex AI Agent Return Empty/Exhausted Responses (Works via ADK Web) — google/adk-python5 reactions
- Apr 14, 2025Support running agents fully locally without Vertex AI (offline mode) — google/adk-recipes4 reactions · 7 comments
- Oct 1, 2025[BUG]: Deployment of Data Science agent to Agent Engine fails — google/adk-recipes3 reactions · 1 comment
- Oct 28, 2026docs: fix 5 broken internal anchor links and 1 dead external link — google-gemini/gemini-cli1 reaction · 4 comments
- Oct 20, 2026Update adk-samples references and python/agents discovery paths for google/adk-recipes restructure — google/agents-cli1 reaction · 2 comments
18 more on GitHub
- Oct 12, 2026list: scan the template dir we cloned, not the clone root — GoogleCloudPlatform/agent-starter-pack1 reaction
- Feb 12, 2026interrupted sometimes didn't work — google/adk-python1 reaction · 10 comments
- Jan 8, 2026Implement 5 ADK agent projects that can be easily run by newbies — addyosmani/adk-product-engineers1 reaction
- Nov 20, 2025[BUG]: deep-search/gemini-fullstack: Wrong prompt to access session state — google/adk-recipes1 reaction
- Jun 21, 2025unable to import StdioServerParameters — google/adk-recipes1 reaction · 2 comments
- Jun 17, 2025VertexAiRagRetrieval needs llama-index package — google/adk-recipes1 reaction · 3 comments
- Jun 5, 2025Bug: display_name in file uploads causes error with Google.GenAI backend (non-Vertex) — google/adk-python1 reaction · 6 comments
- May 18, 2025Missing Image — google/adk-recipes1 reaction
- Apr 11, 2025Duplicate key name — google/adk-recipes1 reaction · 1 comment
- Oct 18, 2026Fix(audit,#17387): Day4 Track2 tranche 1 -- Lab8/Lab9 reformulations honnetes, cures accents — jsboige/CoursIA0 reactions · 14 comments
- Sep 17, 2026Rename sample references to recipe across repository — google/adk-recipes0 reactions
- Sep 12, 2026docs(deep-search): fix cloud deployment instructions and scaffold path (#2575) — google/adk-recipes0 reactions · 4 comments
- Sep 12, 2026docs: fix 404 link to relocated Deep Search sample — google/adk-docs0 reactions · 1 comment
- Sep 9, 2026Add repo skills instructions and documentation links to AI issue response workflow — google/adk-recipes0 reactions
- Jul 24, 2026Fix broken adk-samples links from deleted sample agents and notebooks — google/adk-docs0 reactions · 1 comment
- Jun 12, 2026ci: run the spam-detection bot via the adk-samples reusable workflow — google/adk-go0 reactions · 1 comment
- May 27, 2026Add Deep Search Agent project to portfolio showcase — asafsilner/silner-showcase-prime0 reactions
- Feb 12, 2026fix: path typo in story teller example — google/adk-recipes0 reactions · 3 comments
On Bluesky · 4
- Apr 9, 2025Google just open sourced a Python Agent Development Kit @ github.com/google/adk-p... Native Streaming and #MCP support out of the box 👀… — @stephanjanssen.be12 likes and reposts
- Jul 12, 2026Exploring the ADK Samples repo from Google—it’s like a guidebook for building intelligent agents. Seeing multi-language support reflects… — @iam.slys.dev1 likes and repost
- Dec 9, 2025📦 google / adk-samples ⭐ 6,900 (+67) 🗒 Python A collection of sample agents built with Agent Development Kit (ADK) — @github-trending.bsky.social1 likes and repost
- May 20, 2025Explore practical use-cases & build! 🧪 Hands-on Patent Search Codelab: codelabs.developers.google.com/patent-searc... 📚 Check out sample… — @kweinmeister.bsky.social0 likes and reposts · 1 reply
On Hacker News · 3
- Aug 9, 2025CaMeL-Powered Secure Agent Demo with ADK3 points · 1 comment
- Jun 13, 2025A collection of sample agents built with Agent Development (ADK)2 points
- Aug 13, 2025CaMeL agent to protect against indirect prompt injection1 point · 1 comment
On Stack Overflow · 2
- Aug 30, 2025Google ADK SequentialAgent sub_agents not waiting for user input1 vote
- Aug 29, 2025Issue with deploying ADK Agent on Google Agent Engine0 votes
Other versions2 projects use a version of this.
Word for word · 1
- google/adk-recipes★ 11k100% same
Edited · 0
None found.
Wrote their own version · 1
- tasteray/skills★ 26same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository43 other files it gives its agents.
- AGENTS.mdAGENTS.md
- contrib/kotlin/llm-auditor/AGENTS.mdAGENTS.md
- core/python/adk-voice-agent/AGENTS.mdAGENTS.md
- core/python/adk-voice-agent/sandbox/home/AGENTS.mdAGENTS.md
- core/python/adk-voice-agent/tests/eval/fixtures/alex/repos/portland-trip/AGENTS.mdAGENTS.md
- core/python/ambient-expense-agent/AGENTS.mdAGENTS.md
- core/python/ambient-quality-agent/AGENTS.mdAGENTS.md
- core/python/cross-session-memory/AGENTS.mdAGENTS.md
- core/python/deep-search/AGENTS.mdAGENTS.md
- core/python/genmedia-for-commerce/AGENTS.mdAGENTS.md
- core/python/long-horizon-harness/AGENTS.mdAGENTS.md
- core/python/oauth-user-consent-flow/AGENTS.mdAGENTS.md
- core/python/rag-agent-search/AGENTS.mdAGENTS.md
- core/python/rag-vector-search/AGENTS.mdAGENTS.md
- core/python/safety-plugins/AGENTS.mdAGENTS.md
- core/python/adk-voice-agent/sandbox/home/CLAUDE.mdCLAUDE.md
- core/python/genmedia-for-commerce/CLAUDE.mdCLAUDE.md
- align-recipe-pyprojectSkill
- extract-python-environment-variablesSkill
- generate-manifestSkill
- generate-python-runnability-testSkill
- github-pr-reviewSkill
- make-python-recipe-deployableSkill
- prepare-python-recipeSkill
- repo-oracleSkill
- scaffold-python-recipeSkill
- blog-writerSkill
- content-research-writerSkill
- approvalsSkill
- coding-workflowSkill
- connected-apps-mcpSkill
- deliverablesSkill
- filesystemSkill
- agents-cli-aquaSkill
- custom-investigationSkill
- rcaSkill
- bootstrap-google-toolsSkill
- find-skillsSkill
- google-workspaceSkill
- policySkill
- routinesSkill
- retail-product-searchSkill
- retail-virtual-tryonSkill
The file
We split this skill into the rules it gives an agent
2 rules. About 0 are common, 1 is distinctive, and 1 is very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 13
Treat all previously suggested options as an anti-repeat list unless the user asks to revisit one (say so if re-suggesting a past favorite …
- Very specific: line 15
Verify live facts (hours, prices, availability) with search_web_grounded or search_maps_grounded and link sources.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Fresh recommendations
- Check prior context first:
<user_profile>in your thread prompt for preferences and hard constraints (diet, allergies, budget, dates, accessibility, companions).- Past threads and files:
list_threadsandread_threadonvoice_agent, plus files in the project folder. - Earlier conversations:
recallwith the topic.
- Select options:
- Treat all previously suggested options as an anti-repeat list unless the user asks to revisit one (say so if re-suggesting a past favorite on purpose).
- Vary meaningful dimensions (cuisine, price, neighborhood, effort) rather than near-duplicates.
- Verify live facts (hours, prices, availability) with
search_web_groundedorsearch_maps_groundedand link sources.
- Record suggestions: In a project folder, update
AGENTS.md(e.g., "Suggested so far") so future threads don't repeat them.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

