Visual Answer
SkillAI & modelsLets your agent answer code and product questions with visual diagrams of APIs, schemas, UI, and architecture.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Visual Answer skill
About this capability
Answer code/product questions as visual Plan artifacts using repo, bridge, or GitHub context; use for API specs, UI look, schema models, and architecture.
What this skill tells your AI
The instructions your AI receives, as published by builderio/agent-native in .agents/skills/visual-answer/SKILL.md and read by ahel’s review.
/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/repo
Use --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
Signals
- GitHub stars
- 5k
- Forks
- 440
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
visual-answer- Source
- github.com/builderio/agent-native