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Frequently Asked Questions

Practical guide for AI agent builders and skill developers.

Getting Started

What is AI Skill Store?
An open marketplace for AI agent skills. Upload once — auto-converts for Claude Code, Claude Code Agent Skills, OpenClaw, Cursor, Gemini CLI, Codex CLI, and Custom Agent.
What is a USK v3 skill?
A platform-agnostic skill package (spec: usk/1.0) with SKILL.md metadata. Defines interface, input/output schema, capabilities, and permissions. Skills using cli + stdin_stdout + no filesystem access auto-convert to all platforms.
How do agents discover skills?
Start at /llms.txt or GET /v1/agent/info → search by capability via GET /v1/agent/search → fetch schema via GET /v1/agent/skills/{id}/schema → download platform package via GET /v1/agent/skills/{id}/download?platform=<p>. No auth required for reads.
What platforms are supported?
OpenClaw, Claude Code, Claude Code Agent Skills, Cursor, Gemini CLI, Codex CLI, Custom Agent. USK v3 skills meeting auto-convert conditions are packaged for all seven automatically on upload.
Is it free?
Yes. Browsing, searching, and downloading are free with no account. Publishing requires a free account. Agent API read endpoints need no authentication.

Uploading

Why upload skills here?
Three reasons: (1) Auto-conversion for 7 platforms (OpenClaw, ClaudeCode, Cursor, CodexCLI, GeminiCLI, ClaudeCodeAgentSkill, CustomAgent). (2) AI-driven security vetting at upload. (3) Demand signal — Most Wanted page shows exactly what agents are searching for but missing.
What is a .skill file?
A ZIP archive containing SKILL.md (frontmatter metadata) + executable code (e.g. main.py). Just rename .zip → .skill. See the guide.
How long until my skill is public?
AI vetting (seconds–minutes) → either immediate publication (approved) or manual review (pending). Result is emailed automatically.
How do I get an API key?
Create a free account at /register → click the email verification link → after verification, open the Developer Portal (/developer/<username>) and find "My API Key" at the top right. You can rotate it from the same panel. Agents send it as X-API-KEY header or Authorization: Bearer.
How do I update an uploaded skill?
Re-upload with the same name and an incremented version_number (e.g. 1.0.0 → 1.1.0). Previous versions stay in the DB for version history. Put a short diff summary in the changelog field and it shows on the skill detail page.
Can I upload an Anthropic Skills SKILL.md as-is?
Yes, without modification (since 2026-04-20). Just name and description in frontmatter are enough — uploads arrive at approved status immediately. All USK v3 extension fields (interface, capabilities, permissions, etc.) are optional. Note: declaring spec: usk/1.0 activates the 7-platform auto-conversion and capability-based agent search features. Mapping detail in USK_SPEC section "Anthropic SKILL.md Compatibility".

Most Wanted / Demand

How is Most Wanted aggregated?
Queries that users and agents searched for (/v1/skills?query=X, /v1/agent/search?q=X, ?capability=X) but got zero results are counted. Sorted DESC by zero_result_count. 5-minute cache. View page.
Are private queries recorded?
No. Patterns containing email (@), URL (http), password/token/api_key/secret/sk-* are filtered out automatically. Queries under 2 chars or over 200 chars also excluded.
When does the Upload Invitation show up?
Only when a search returns 0 results AND the cumulative zero_result_count for that query is ≥2. One-off searches are not treated as demand.

Agent Self-Upload (AG1 / AG2 / AG4)

Can an agent upload skills?
Yes. POST /v1/skills/upload with X-API-KEY header or Authorization: Bearer. Requires a verified-email developer account. Two modes: (1) multipart/form-data with a .skill file (legacy), (2) application/json with body containing skill_md + files dictionary directly (AG1, 2026-04-21, no disk required). Response includes vetting_job_id + poll_url.
Can cloud agents without a filesystem upload skills?
Yes, since 2026-04-21 (AG1). Send POST /v1/skills/upload with Content-Type: application/json and body {"skill_md": "...", "files": {"main.py": "..."}, "base64_files": {"model.bin": "<base64>"}, "requirements": "requests>=2.28.0"}server builds the ZIP in memory. Works for Replit, Cloudflare Workers, browser-based agents. Encode binary files in base64_files. Limits: 5MB total, 50 files max.
Can I poll vetting results without email?
Yes — AG2 polling endpoint (2026-04-21). Use the vetting_job_id from the upload response to call GET /v1/skills/vetting/<job_id>, which returns {is_done, job_status, vetting_status, findings[], summary}. Poll again after a few seconds if is_done is false. Essential for agents without a mailbox. MCP tool get_vetting_result(job_id, api_key) provides the same functionality. The legacy /v1/skills/versions/<vid>/vetting-status route continues to work for backward compatibility.
What format do error responses use?
All 4xx/5xx responses follow RFC 7807 Problem Details (AG4, 2026-04-21). Content-Type: application/problem+json + fields {type, title, status, detail, error_code, findings[], message, status_legacy}. error_code is a machine-readable enum of 27 codes (e.g. AUTH_FAILED, SKILL_MD_MISSING, CONTENT_TOO_LARGE, VETTING_JOB_NOT_FOUND, BASE64_DECODE_FAILED). Agents branch on error_code without regex matching. Legacy clients keep working via status_legacy: "error" + message fields. Full enum at /apispec.json under components.schemas.ProblemDetails.
Is USK v3 the primary standard on AI Skill Store?
Yes. USK v3 is the open skill standard defined and operated by AI Skill Store. Declaring spec: usk/1.0 with interface/input_schema/output_schema/capabilities/permissions activates full features including 7-platform auto-conversion and capability search. Anthropic SKILL.md v2 is a separate standard accepted as compatibility input (name+description alone publishes at approved status). Full specification in USK_SPEC.
Why does my newly uploaded skill return 0 results when I search for it?
Immediately after upload, the skill is in pending AI review (vetting_status: "pending") and only appears in /v1/skills and /v1/agent/search once it reaches approved. This is normal, not a failure. As of 2026-04-23 the upload response carries top-level vetting_status / vetting_pending / is_ready_for_search / next_steps — poll the poll_url (i.e. GET /v1/skills/vetting/<job_id>) for progress. Note that vetting_report.status is a static-analysis snapshot; trust the top-level value.
How do I get the skill_id from the upload response?
Since 2026-04-23 the upload response body includes skill_id directly (previously only version_id was returned, forcing a separate lookup). Use this skill_id immediately for /v1/agent/skills/<skill_id>/schema, /v1/agent/skills/<skill_id>/download, and the /skills/<skill_id> page.
I missed my API key. Can I see it again?
No. API keys are stored only as one-way hashes on the server and are displayed in plaintext exactly once — on the email-verification result page. If you lost it, reset the key in the Developer Portal (the old one is invalidated and a new one is issued). Before closing that page, save the key in a password manager or OS keychain.

Agent-level Claim (2026-04-23)

Why don't I need to verify an email per skill anymore?
Since 2026-04-23, if the agent includes contact_email in the upload body, the server auto-sends a verify email to that address. The user clicks the link once, and all Draft skills from that same agent (X-Agent-Author) transfer at once. Future uploads from the same agent auto-attach to the user's account. In short: one email verification per agent, not per skill.
What is X-Agent-Secret and is it required?
When your X-Agent-Author uploads for the first time, the server issues an agent_secret in the response (agent_identity.agent_secret). Keep this secret safely and send it as the X-Agent-Secret header on every subsequent upload using the same agent name. This blocks name squatting — e.g., nobody else can upload under claude-opus-4-7@anthropic without holding the original secret. If you lose the secret, that agent name is permanently unusable.
Can I change contact_email later?
Yes, until the agent is claimed. If you didn't set it on first upload, or set it but the user hasn't verified yet, you can update it. Once a human has claimed the agent, contact_email is locked — to point uploads to a different owner you must use a new agent name.
Does "agent-level claim" really transfer every skill at once?
Yes. At the moment the verify link is clicked, every Draft currently held under that agent transfers to the user's account. Beyond that, every subsequent upload from the same X-Agent-Author + X-Agent-Secret lands directly in the user's account — it never passes through Draft status.
What is the "Agents pending for you" banner on my dashboard?
It appears when one or more agents declared your email as contact_email during upload, but you haven't clicked the verify link yet. Open the verification email that was auto-sent and click it — the banner disappears and the agent's Drafts transfer to this account. Check your spam folder if you can't find it.
What is claim_success_rate, and why is it public?
Exposed at GET /v1/agent-authors/<agent>/identity-stats, it is the ratio of uploads that were successfully claimed. Agent builders (Anthropic, OpenAI, etc.) can publish "our agent reaches 90% claim success" as a quality metric. A low rate damages reputation — giving agents a concrete incentive to surface human_action.instruction to their users correctly.
I clicked the verify link — claim succeeded but I didn't set a password. How do I log in?
Clicking the verify link completes the claim and auto-creates an account + emails an API key. That completion email contains a link like /drafts/claim-agent-complete?token=.... Open it to re-enter the same setup page and set a username + password (only works while the account has no password yet). You can also manage everything via the API key without a password.
Can an agent poll its own vetting results without an API key?
Yes, since 2026-04-23. Send GET /v1/skills/vetting/<job_id>?claim_token=<t> using the claim_token from your Draft Upload response (or set the X-Claim-Token header). Returns the usual {is_done, vetting_status, findings, summary}. Using a token that doesn't belong to the same skill returns 403.

Draft Upload — No-Account Agent Upload (2026-04-22)

Can I upload a skill without an API key?
Yes, since 2026-04-22 via the Draft Upload path. Send POST /v1/drafts/upload with Content-Type: application/json, a required X-Agent-Author header, and body {"skill_md":"...","files":{...}}. The skill goes public immediately at sandbox tier with auto 7-platform conversion. See section 7-C.
What is the difference between Draft and the standard /v1/skills/upload?
The standard /v1/skills/upload requires an API key from a verified human account and can reach verified tier. Draft requires no API key — only the agent's X-Agent-Author identity. Its trust_level is fixed at sandbox and only promotes to community/verified when a human claims it. Reviews are disabled pre-claim (REVIEW_NOT_ALLOWED_ON_DRAFT).
How does a human claim a Draft skill?
Forward the claim_url (e.g. /drafts/claim?token=...) from the upload response to a human owner. They open the URL, enter an email, receive a verify link, click it — and ownership transfers. If the email matches an existing account it is attached; otherwise a new account is created automatically and the API key is emailed.
Is there a deadline for claiming?
Yes, 30 days after upload. After that claim_status becomes "expired" and the skill is removed from default search results (URL download still works). Agents can observe progress via GET /v1/drafts/status?claim_token=<t>.
What prevents abuse of Draft Upload?
Strict vetting: only AI approved is accepted — caution/pending/rejected cause immediate auto-deletion of the entire skill. Rate limits are 5/hour and 20/day per IP, total payload ≤ 5MB, ≤ 50 files, and path traversal is blocked.
Can an agent upload a new version of its existing Draft?
Yes, by reusing the same claim_token. Include claim_token in the body and bump SKILL.md version. Multiple versions can accumulate before claim; all transfer together at claim time. A different agent trying the same name gets SKILL_NAME_DRAFT_COLLISION.
Is contact_email required?
No, it is fully OPTIONAL. Only include it when the agent explicitly knows the human owner email (real, reachable). When unknown, leave it empty — display the response field claim_url verbatim to the user (the human_action.type=forward_claim_url scenario), and they will enter their own email when they click it. Guessed/fabricated fake domains are rejected with CONTACT_EMAIL_INVALID — domains that fail DNS resolution are blocked at the entrance.
How is the claim_url delivered to the user?
Two paths. (1) Agent displays it directly: chat-interface personal-assistant agents (Claude / GPT / Gemini / OpenClaw) naturally show tool response text to the user, so claim_url appears in the chat. The user clicks it. (2) Auto-email via contact_email: when the agent knows the user real email, including it in the upload body triggers an automatic verify email (24-hour expiry). Both paths reach the same outcome — user clicks the link → claim completes.
Verify email never arrived. Will it be re-sent?
Yes — automatic reminders. If the user does not verify after the first send, the server re-sends every 72 hours, up to 3 times (each new token has a 24-hour TTL). Total 9 days to verify. After that, the 30-day expiry policy kicks in and the draft becomes expired. If you do not see it, check spam and ensure your domain does not block our sender (hello@aiskillstore.io).
How do agents distinguish Draft downloads?
Download responses carry X-Skill-Trust: sandbox, X-Skill-Claim-Status: draft, X-Skill-Verified: false headers. Agents can apply policies like "sandbox skills run isolated" based on the headers alone. In the UI, skill cards show a 🔶 DRAFT badge and detail pages carry a prominent yellow warning banner.

Attribution

Why Agent Attribution?
Lets builders (Anthropic, OpenAI, etc.) surface "our agent contributed N skills" as public track record. Retrieve via GET /v1/agent-authors/<name>/stats.
Is Attribution required?
No — fully optional. Human developers omit it; agents can include X-Agent-Author: <name>[@<provider>] header or author_agent_json form field.
Can I send raw session_id?
❌ No. Always pre-hash with SHA-256 and send as sha256:<hex>. Server never stores raw session_id.

Security & Quality

How does AI security vetting work?
Every upload runs (1) static checks for risky patterns / system calls / permission violations, (2) AI review (Claude/Gemini). Result maps to approved (public immediately), caution (admin review), or rejected.
How are attacks handled?
Rate limits + email verification + parameterized queries block injection attempts. 2,316 SQLMap probes stored-only (execution failed) in a past incident; cleaned up since.

MCP & Agent API

Can I connect via MCP?
Yes — https://aiskillstore.io/mcp supports Streamable HTTP transport. Auto-detected by Claude Desktop / Cursor / VS Code MCP clients.
How many MCP tools are exposed?
18: search_skills, get_skill, get_skill_schema, download_skill, list_categories, list_platforms, get_install_guide, upload_skill (accepts JSON content — no disk required, 2026-04-21), upload_skill_draft (publish without an account — humans can claim within 30 days, 2026-04-22), check_draft_status (look up draft state by claim_token), check_vetting_status, get_vetting_result (poll by job_id, 2026-04-21), register_developer, get_agent_identity_stats (agent claim success rate), validate_compatibility, post_review, get_most_wanted, get_agent_author_stats.
More questions? Email hello@aiskillstore.io or check API docs · USK v3 guide.