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external-agents

Connect external agents and MCP hosts (Claude, Claude Desktop, Claude Code, ChatGPT custom MCP apps, Codex, Cursor, Claude Cowork, VS Code GitHub Copilot, Goose, Postman, MCPJam) to an agent-native app over MCP, and round-trip artifacts back into the UI with MCP Apps and deep links. Use when adding an action's `link` builder or `mcpApp`, wiring the `/_agent-native/open` route, exposing an "ingest" action to MCP/A2A, or scaffolding apps from an external agent.

Quality

85%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

71%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is highly actionable and clearly sequenced, with real commands, real code, and exact configuration flags grounded in actual source files. Its weaknesses are token efficiency and structure: internal implementation and protocol-versioning detail, repeated guidance, and large policy sections are inlined in SKILL.md instead of being offloaded to reference files like the one well-signaled reference that already exists.

Suggestions

Move internal implementation and spec detail (the A2A_SECRET/JWT `jti` paragraph, the MCP 2026-07-28 / RFC 9207 / Client ID Metadata Documents prose, and the per-client config file paths in §5) into reference files like the existing references/mcp-apps-embedding.md, keeping SKILL.md to the actionable steps.

Deduplicate guidance stated multiple times: the `link` purity contract appears in Rule, §2, Do, and Don't, and the `npx … connect` command appears three times — state each once and cross-reference.

Give 'See the Blueprint Installer doc' a concrete path or link, and consider splitting the long §1a catalog/exposure-policy prose into its own reference so the main body stays a navigable overview.

DimensionReasoningScore

Conciseness

Most content is dense, framework-specific guidance Claude could not know, but there is a noticeable amount that could be trimmed: internal implementation detail ('a logged-in browser session mints an `A2A_SECRET`-signed JWT carrying the caller's `sub` + `org_domain` and a unique `jti`'), time-sensitive spec prose ('MCP `2026-07-28`', '2025-era clients', RFC 9207, Client ID Metadata Documents) not placed in a deprecated/old-patterns section, and repetition (the `link` purity contract appears in Rule, §2, Do, and Don't; the `npx … connect` command appears three times). This sits between anchor 2's 'several unnecessary explanations or padded sections' and anchor 4's 'minor instances of over-explanation' — mostly efficient but needs tightening.

3 / 5

Actionability

Guidance is fully executable across the common cases: copy-paste commands ('npx @agent-native/core@latest connect https://dispatch.agent-native.com', 'pnpm exec agent-native mcp install --client claude-code|…|github-copilot'), real code for the `link` builder, `mcpApp`/`embedApp()`, and `callMcpTool` (grounded in actual files like 'templates/mail/actions/manage-draft.ts'), and exact config flags ('MCPConfig.builtinCrossAppTools: false', 'externalAgents.authenticatedReads: "auto"', 'mcpApp.compactCatalog: true'). This matches anchor 5; the only elisions ('// …schema, run…') are deliberate and standard.

5 / 5

Workflow Clarity

The How section is clearly sequenced (1 connect → 1a verbs → 1b fast-path → 2 link builder → 2a MCP Apps → 3 open route → 4 ingest → 5 local dev), with a numbered 4-step sequence for the open route and diagnostic/recovery guidance ('A sparse or empty `tools/list` is diagnostic…', 'reconnect the Claude connector or rescan/review the ChatGPT connector', 'validate with a fresh tool call'). Anchor 5 would require validation checkpoints embedded in each workflow with explicit feedback loops, whereas here they live mostly in the Do/Don't lists, so anchor 4 ('clear sequence with most checkpoints present; minor validation gaps') is the best fit.

4 / 5

Progressive Disclosure

The bundle has exactly one reference (references/mcp-apps-embedding.md), and it is clearly signaled with a read-trigger ('Read it before changing the `embedApp()` shell …'), one level deep. However, the ~540-line body inlines substantial material that belongs in reference files — MCP protocol-version/OAuth validation internals, provider API connector policy, per-client config file paths, catalog/exposure policy — matching anchor 3's 'content that should be separate is inline', and 'See the Blueprint Installer doc' has no path or link. It is better organized than anchor 3's example but clearly short of anchor 4's 'most content is appropriately placed'.

3 / 5

Total

15

/

20

Passed

Description

100%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

The description is exemplary: third-person voice, a clear statement of what the skill does, and an explicit 'Use when' clause with concrete, natural trigger phrases covering all major host names and tasks. It hits the top anchor on every dimension with no fluff or over-claims.

DimensionReasoningScore

Specificity

The description lists multiple concrete actions — 'Connect external agents and MCP hosts … over MCP', 'round-trip artifacts back into the UI with MCP Apps and deep links', 'adding an action's `link` builder or `mcpApp`', 'wiring the `/_agent-native/open` route', 'exposing an "ingest" action', 'scaffolding apps from an external agent' — comprehensively covering the skill's capabilities. Anchor 5 ('lists multiple specific concrete actions; comprehensive coverage') is the closest match; anchor 4 would require minor coverage gaps, and none are evident.

5 / 5

Completeness

It explicitly answers both questions: the 'what' ('Connect external agents and MCP hosts … and round-trip artifacts back into the UI with MCP Apps and deep links') and an explicit 'Use when …' clause with four concrete trigger conditions. This matches anchor 5 exactly ('clearly and explicitly answers both what AND when with concrete trigger phrases') and exceeds anchor 4, whose 'when' is present but less specific.

5 / 5

Trigger Term Quality

Natural trigger coverage is comprehensive for the domain: ten host names users would actually say ('Claude, Claude Desktop, Claude Code, ChatGPT custom MCP apps, Codex, Cursor, Claude Cowork, VS Code GitHub Copilot, Goose, Postman, MCPJam') plus synonyms like 'external agents', 'MCP hosts', 'deep links', 'ingest', and 'scaffolding'. It matches anchor 5's comprehensive synonym coverage; anchor 4 would mean a few natural terms are missing, and none of the common entry phrases for this task are absent.

5 / 5

Distinctiveness Conflict Risk

The niche is clear (bridging external MCP hosts to the agent-native app) and the triggers — `link` builder, `mcpApp`, `/_agent-native/open`, ingest actions, external scaffolding — are specific to this skill, matching anchor 5 ('clear niche with distinct triggers; minimal conflict risk'). Adjacent skills like 'actions' or 'a2a-protocol' share some vocabulary ('MCP', 'action'), but the trigger phrases here point uniquely at the external-agent bridge, so anchor 4's 'minor overlap risk' understates the fit.

5 / 5

Total

20

/

20

Passed

Validation

68%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 11 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (550 lines); consider splitting into references/ and linking

Warning

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 1 missing

Warning

Total

11

/

16

Passed

Repository

BuilderIO/agent-native

Path

.agents/skills/external-agents/SKILL.md

Reviewed

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