GoogleKnown publishergoogle/adk-recipes/core/python/adk-voice-agent/sandbox/skills/recommendations/SKILL.mdrecommendations
Skill11k starsChanged 45 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.thin dataabout the whole repository
Most recently taken up by
- google/adk-samplesword for word, first seen Nov 8, 2026
- tasteray/skillstheir own version, first seen Jul 15, 2026
Who's talking about google/adk-recipes
- google/agents-cli“Update adk-samples references and python/agents discovery paths for google/adk-recipes restructure”GitHub · Oct 20, 2026 · 1 reactions
- Ottovonwasgibt/VIBE-optimizer“R0 — Test versioned Capability Packs vs raw documentation, scripts and stack recipes”GitHub · Nov 5, 2026
- sudosubin/agents.nix“agent-plugins.github.google.adk-recipes: 0.2.0 → 0.3.0”GitHub · Nov 4, 2026
- sudosubin/agents.nix“agent-plugins.github.google.adk-recipes: 0.1.0 → 0.2.0”GitHub · Oct 26, 2026
- roomedia/ax-trend“Google AQuA (Ambient Quality Agent) — 프로덕션 에이전트를 상시 감시·진단하는 오픈소스 품질 에이전트, adk-recipes 공개 (10/20, X)”GitHub · Oct 20, 2026
The biggest 5 of 14 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 14
Talked about on GitHub (14 times).
On GitHub · 14
- Oct 20, 2026Update adk-samples references and python/agents discovery paths for google/adk-recipes restructure — google/agents-cli1 reaction · 2 comments
- Nov 5, 2026R0 — Test versioned Capability Packs vs raw documentation, scripts and stack recipes — Ottovonwasgibt/VIBE-optimizer0 reactions
- Nov 4, 2026agent-plugins.github.google.adk-recipes: 0.2.0 → 0.3.0 — sudosubin/agents.nix0 reactions
- Oct 26, 2026agent-plugins.github.google.adk-recipes: 0.1.0 → 0.2.0 — sudosubin/agents.nix0 reactions
- Oct 20, 2026Google AQuA (Ambient Quality Agent) — 프로덕션 에이전트를 상시 감시·진단하는 오픈소스 품질 에이전트, adk-recipes 공개 (10/20, X) — roomedia/ax-trend0 reactions
9 more on GitHub
- Oct 16, 2026> [!NOTE] — devops-asilvestre/Python-Cloud-Native-Authenticator-Module0 reactions
- Oct 15, 2026Because search requests run in concurrent threads via `asyncio.to_thread`, accessing and modifying the unsynchronized global `_search_client` variable concurrently can result in multiple clients being instantiated. Use a threading Lock to serialize initialization. — MissSwedenStudies/github-slideshow0 reactions
- Oct 15, 2026Because search requests run in concurrent threads via `asyncio.to_thread`, accessing and modifying the unsynchronized global `_search_client` variable concurrently can result in multiple clients being instantiated. Use a threading Lock to serialize initialization. — MissSwedenStudies/github-slideshow0 reactions
- Oct 14, 2026agent-plugins.github.google.adk-recipes: 0-unstable-2026-10-02 → 0.1.0 — sudosubin/agents.nix0 reactions
- Oct 13, 2026feat(evals): implement Outer-to-Inner Loop AQuA Bridge & Categorical Rubric Gating in UI and CLI — dandye/gemini-enterprise-eval-studio0 reactions
- Oct 13, 2026feat(evals): implement HYP-007 Two-Loop Agent Quality Flywheel & Ambient Quality Agent (AQuA) outer-loop diagnosis — dandye/agentic_soc_gemini_enterprise0 reactions
- Oct 13, 2026docs(integrations): add Smart Router plugin integration page — google/adk-docs0 reactions · 2 comments
- Oct 6, 2026agent-plugins.github.google.adk-recipes: c4b738d → ede41c7 — sudosubin/agents.nix0 reactions
- Oct 4, 2026agent-plugins.github.google.adk-recipes: init at 0-unstable-2026-10-02 — sudosubin/agents.nix0 reactions
Other versions2 projects use a version of this.
Word for word · 1
- google/adk-samples★ 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
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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?
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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.