visual-answer
Skill7.6k starsChanged 5 months agoMITView on GitHub
Answer code/product questions as visual Plan artifacts using repo, bridge, or GitHub context; use for API specs, UI look, schema models, and architecture.
We split this skill into the rules it gives an agent
9 rules. About 0 are common, 3 are distinctive, and 6 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 20
Use this skill when the user asks:
- Very specific: line 40
Call get-plan-blocks before authoring.
- Very specific: line 41
If the question asks what components are available, call list-plan-components.
- Very specific: line 61
When running from a terminal or coding-agent shell, write visual-answer-source.json:
- Very specific: line 83
Use --source-url for a GitHub file/PR/commit/issue URL, --prev-plan-id to refresh an existing answer, and --visibility private for …
- Very specific: line 89
Do not use visual-answer for a plain implementation plan.
- Very specific: line 91
Do not use it for a PR diff recap.
- Distinctive: line 92
Do not skip code inspection and infer from names alone.
- Distinctive: line 93
Do not publish screenshots, secrets, credential-looking values, or private source excerpts beyond what the user has asked to visualize.
≈ “Common” is an estimate: at least 1 in 5 of the 308,232 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
Visual Answer
/visual-answer turns a specific code or product question into a published
Agent-Native Plan artifact. It is for questions that need a visual, inspectable
answer rather than a chat paragraph: API contracts, schema/data models, UI
states, component behavior, architecture flows, and code evidence.
When To Use
Use this skill when the user asks:
- "what is the API spec for this?"
- "what does this UI look like?"
- "what is the schema model for x?"
- "draw the flow for this code path"
- "show me the current shape of this component/API/data model"
For history questions about what changed or shipped, search merged PR recaps
first with search-pr-recaps, then pull a relevant hit into the conversation
with show-visual-plan (it renders that plan or recap's blocks inline). Reach
for get-visual-plan only when you need the full bundle/MDX to edit, not to
display. Use visual-answer when the current codebase, a local bridge, or
GitHub source needs to be inspected to produce a new answer.
Workflow
- Inspect the real source first. Use the host agent's repo tools, the Plan local bridge, or GitHub/source links. Do not invent endpoints, schema fields, UI states, file names, or behavior.
- Call
get-plan-blocksbefore authoring. Use the live registry, not memory. If the question asks what components are available, calllist-plan-components. - Pick the evidence blocks:
- API shape:
openapi-specplusapi-endpoint; use before/after only when comparing historical changes from recaps. - UI look:
wireframeor acolumnsbefore/after pair when comparing a recap. - Schema/data model:
data-model, optionally withdiagram. - Code evidence:
file-tree,tabs,annotated-code, anddiffwhen the answer depends on implementation details.
- API shape:
- Publish with the Plan
visual-answeraction. Include the user's question,repoPath/sourceUrlwhen known, a concise title/brief, and MDX source undermdx. - In Agent-Native chat the published answer renders inline automatically — its blocks appear in the conversation. Add a one-line summary of the evidence plus the deep link; do not paste raw MDX or block source as text. (In terminal or external MCP hosts that cannot render the blocks, return the URL.)
Terminal Handoff
When running from a terminal or coding-agent shell, write
visual-answer-source.json:
{
"question": "What is the billing API shape?",
"title": "Billing API visual answer",
"brief": "Shows the request and response contract.",
"repoPath": "owner/repo",
"sourceUrl": "https://github.com/owner/repo",
"mdx": {
"plan.mdx": "---\ntitle: Billing API visual answer\n---\n\n..."
}
}Then publish:
agent-native plan visual-answer publish --question "What is the billing API shape?" --source visual-answer-source.json --repo owner/repoUse --source-url for a GitHub file/PR/commit/issue URL, --prev-plan-id to
refresh an existing answer, and --visibility private for owner-only output.
The command writes visual-answer-url.txt.
Don't
- Do not use
visual-answerfor a plain implementation plan; usevisual-plan. - Do not use it for a PR diff recap; use
visual-recap. - Do not skip code inspection and infer from names alone.
- Do not publish screenshots, secrets, credential-looking values, or private source excerpts beyond what the user has asked to visualize.
Related Skills
visual-planvisual-recapdelegate-to-agentcontext-awareness
Trending
Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data
Who's talking about BuilderIO/agent-native
- @github-trending-js.bsky.social“📦 BuilderIO / agent-native ⭐ 4,978 (+89) 🗒 TypeScript A framework for building agentic apps”Bluesky · Sep 20, 2026 · 2 likes
- @github-trending-js.bsky.social“📦 BuilderIO / agent-native ⭐ 4,011 (+96) 🗒 TypeScript A framework for building agent-native applications.”Bluesky · Jul 26, 2026 · 2 likes
- @epicvibecoder.bsky.social“agent-native: a TypeScript framework from Builder.io for apps where AI agents are first-class users, not an …”Bluesky · Jun 20, 2026 · 2 likes
- @github-trending-js.bsky.social“🔥 Hot Repo! 🔥 (100+ new stars) 📦 BuilderIO / agent-native ⭐ 7,378 (+107) 🗒 TypeScript A framework for …”Bluesky · Oct 16, 2026 · 1 likes
- @dailygithubtrends.bsky.social“今日のGitHubトレンド BuilderIO/agent-native Agent-Nativeは、自律的に動作するエージェントと専用UIを組み合わせて開発するためのTypeScriptフレームワークです。…”Bluesky · Sep 23, 2026 · 1 likes
The biggest 5 of 61 mentions linking to the repository that our crawl found. Each line is their own headline.
See all 61
Talked about on GitHub and Bluesky (61 times).
On GitHub · 50
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- Oct 27, 2026chore: update Agent Native exported skills — BuilderIO/skills0 reactions · 1 comment
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- Oct 27, 2026agent-skills.github.builderio.agent-native: 0-unstable-2026-10-26 → 0-unstable-2026-10-27 — sudosubin/agents.nix0 reactions
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- Oct 27, 2026codex-marketplaces.github.builderio.agent-native: 6b65dba → 12a91c6 — sudosubin/agents.nix0 reactions
- Oct 27, 2026claude-code-marketplaces.github.builderio.agent-native: 0-unstable-2026-10-26 → 0-unstable-2026-10-27 — sudosubin/agents.nix0 reactions
- Oct 27, 2026codex-marketplaces.github.builderio.agent-native: 0-unstable-2026-10-26 → 0-unstable-2026-10-27 — sudosubin/agents.nix0 reactions
- Oct 27, 2026codex-plugins.github.builderio.agent-native: 0-unstable-2026-10-26 → 0-unstable-2026-10-27 — sudosubin/agents.nix0 reactions
- Oct 27, 2026agent-plugins.github.builderio.agent-native: 0-unstable-2026-10-26 → 0-unstable-2026-10-27 — sudosubin/agents.nix0 reactions
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- Oct 26, 2026agent-plugins.github.builderio.agent-native: 0ab7e59 → 5dc9ffe — sudosubin/agents.nix0 reactions
- Oct 26, 2026claude-code-plugins.github.builderio.agent-native: 0-unstable-2026-10-22 → 0-unstable-2026-10-26 — sudosubin/agents.nix0 reactions
- Oct 26, 2026agent-skills.github.builderio.agent-native: d2739c6 → 7faf806 — sudosubin/agents.nix0 reactions
- Oct 26, 2026chore: update Agent Native exported skills — BuilderIO/skills0 reactions · 1 comment
- Oct 26, 2026claude-code-marketplaces.github.builderio.agent-native: eb073a4 → e0ebd6b — sudosubin/agents.nix0 reactions
- Oct 26, 2026codex-marketplaces.github.builderio.agent-native: eb073a4 → e0ebd6b — sudosubin/agents.nix0 reactions
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- Oct 26, 2026codex-marketplaces.github.builderio.agent-native: 0-unstable-2026-10-25 → 0-unstable-2026-10-26 — sudosubin/agents.nix0 reactions
- Oct 26, 2026codex-plugins.github.builderio.agent-native: 0-unstable-2026-10-25 → 0-unstable-2026-10-26 — sudosubin/agents.nix0 reactions
- Oct 26, 2026agent-skills.github.builderio.agent-native: 1fe5d77 → 8505239 — sudosubin/agents.nix0 reactions
- Oct 26, 2026claude-code-marketplaces.github.builderio.agent-native: 1fe5d77 → 8505239 — sudosubin/agents.nix0 reactions
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- Oct 26, 2026codex-plugins.github.builderio.agent-native: 1fe5d77 → 8505239 — sudosubin/agents.nix0 reactions
- Oct 26, 2026agent-plugins.github.builderio.agent-native: 1fe5d77 → 8505239 — sudosubin/agents.nix0 reactions
- Oct 22, 2026chore: update Agent Native exported skills — BuilderIO/skills0 reactions · 1 comment
- Oct 16, 2026[Candidate] builderio/agent-native - large collection (876 SKILL.md files) — ProSkillsMD/proskills0 reactions · 1 comment
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On Bluesky · 11
- Sep 20, 2026📦 BuilderIO / agent-native ⭐ 4,978 (+89) 🗒 TypeScript A framework for building agentic apps — @github-trending-js.bsky.social2 likes and reposts
- Jul 26, 2026📦 BuilderIO / agent-native ⭐ 4,011 (+96) 🗒 TypeScript A framework for building agent-native applications. — @github-trending-js.bsky.social2 likes and reposts
- Jun 20, 2026agent-native: a TypeScript framework from Builder.io for apps where AI agents are first-class users, not an afterthought. Design once,… — @epicvibecoder.bsky.social2 likes and reposts · 1 reply
- Oct 16, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 BuilderIO / agent-native ⭐ 7,378 (+107) 🗒 TypeScript A framework for building agentic apps — @github-trending-js.bsky.social1 likes and repost
- Sep 23, 2026今日のGitHubトレンド BuilderIO/agent-native Agent-Nativeは、自律的に動作するエージェントと専用UIを組み合わせて開発するためのTypeScriptフレームワークです。… — @dailygithubtrends.bsky.social1 likes and repost
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- Jun 19, 2026🔥 Hot Repo! 🔥 (100+ new stars) 📦 BuilderIO / agent-native ⭐ 819 (+172) 🗒 TypeScript A framework for building agent-native applications. — @github-trending.bsky.social1 likes and repost
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In this repository103 other files it gives its agents.
- AGENTS.mdAGENTS.md
- a2a-protocolSkill
- actionsSkill
- adding-a-featureSkill
- adding-tests-and-ciSkill
- adding-workspace-appsSkill
- address-feedbackSkill
- address-feedback-with-repliesSkill
- agent-native-docsSkill
- agent-native-toolkitSkill
- agent-pageSkill
- audit-logSkill
- authenticationSkill
- automationsSkill
- babysit-prSkill
- browser-sessionsSkill
- bug-traceSkill
- build-an-appSkill
- capture-learningsSkill
- changelogSkill
- chat-first-workbenchSkill
- client-methodsSkill
- client-side-routingSkill
- community-prsSkill
- composable-mini-appsSkill
- concurrent-agentsSkill
- configurationSkill
- context-awarenessSkill
- context-xraySkill
- create-skillSkill
- customizing-agent-nativeSkill
- data-programsSkill
- debug-runsSkill
- decisionsSkill
- delegate-to-agentSkill
- delegating-workSkill
- design-editor-reproSkill
- extension-pointsSkill
- extensionsSkill
- external-agentsSkill
- feature-flagsSkill
- fix-at-the-boundarySkill
- fragility-commonSkill
- framework-storesSkill
- frontend-designSkill
- generative-uiSkill
- harness-agentsSkill
- identify-fragile-systemsSkill
- integration-webhooksSkill
- internationalizationSkill
- investigate-bugSkill
- jira-refactor-findingsSkill
- launchdarklySkill
- multi-frontier-desktopSkill
- mvp-followupSkill
- native-navigationSkill
- new-branchSkill
- observabilitySkill
- onboardingSkill
- performanceSkill
- The first 60 shown.
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