A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.
This report summarizes scanner evidence for google-labs-code/stitch-skills, a TypeScript project with 8,470 GitHub stars. SynthScan examined 13,890 lines of code across 86 source files, recording 42 pattern matches distributed across 8 syntactic categories. The legacy adjusted pattern signal is 4.8 (Low pattern signal); it is not an authorship estimate.
Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.
Use each vector to guide manual verification of the underlying findings.
Can maintainers explain intent, assumptions, and trade-offs? 37 finding(s).
Are imports declared and package/API names verified? 3 finding(s).
Are wrappers, guards, and repeated structures necessary? 3 finding(s).
Which changes need focused human review? 42 finding(s).
This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.
Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.
This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.
The scanner identified 42 distinct pattern matches across 8 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.
Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | plugins/stitch-utilities/skills/enhance-prompt/SKILL.md | 33 | ### Step 1: Assess the Input | COMMENT |
| LOW | plugins/stitch-utilities/skills/enhance-prompt/SKILL.md | 46 | ### Step 2: Check for DESIGN.md | COMMENT |
| LOW | plugins/stitch-utilities/skills/enhance-prompt/SKILL.md | 65 | ### Step 3: Apply Enhancements | COMMENT |
| LOW | plugins/stitch-utilities/skills/enhance-prompt/SKILL.md | 116 | ### Step 4: Format the Output | COMMENT |
| LOW | plugins/stitch-utilities/skills/stitch-loop/SKILL.md | 61 | ### Step 1: Read the Baton | COMMENT |
| LOW | plugins/stitch-utilities/skills/stitch-loop/SKILL.md | 67 | ### Step 2: Consult Context Files | COMMENT |
| LOW | plugins/stitch-utilities/skills/stitch-loop/SKILL.md | 81 | ### Step 3: Generate with Stitch | COMMENT |
| LOW | plugins/stitch-utilities/skills/stitch-loop/SKILL.md | 100 | ### Step 4: Integrate into Site | COMMENT |
| LOW | plugins/stitch-utilities/skills/stitch-loop/SKILL.md | 122 | ### Step 5: Update Site Documentation | COMMENT |
| LOW | plugins/stitch-utilities/skills/stitch-loop/SKILL.md | 129 | ### Step 6: Prepare the Next Baton (Critical) | COMMENT |
| LOW | …stitch-build/skills/shadcn-ui/resources/setup-guide.md | 66 | ### Step 1: Ensure Tailwind CSS is Installed | COMMENT |
| LOW | …stitch-build/skills/shadcn-ui/resources/setup-guide.md | 91 | ### Step 2: Initialize shadcn/ui | COMMENT |
| LOW | …stitch-build/skills/shadcn-ui/resources/setup-guide.md | 134 | ### Step 3: Verify Configuration | COMMENT |
| LOW | …stitch-build/skills/shadcn-ui/resources/setup-guide.md | 272 | ### Step 4: Configure Path Aliases | COMMENT |
| LOW | …stitch-build/skills/shadcn-ui/resources/setup-guide.md | 304 | ### Step 5: Add Components | COMMENT |
| LOW | plugins/stitch-build/skills/remotion/SKILL.md | 35 | ### Step 1: Discover Available MCP Servers | COMMENT |
| LOW | plugins/stitch-build/skills/remotion/SKILL.md | 41 | ### Step 2: Retrieve Stitch Project Information | COMMENT |
| LOW | plugins/stitch-build/skills/remotion/SKILL.md | 67 | ### Step 3: Set Up Remotion Project | COMMENT |
| LOW | plugins/stitch-build/skills/remotion/SKILL.md | 136 | ### Step 1: Gather Screen Assets | COMMENT |
| LOW | plugins/stitch-build/skills/remotion/SKILL.md | 170 | ### Step 2: Generate Remotion Components | COMMENT |
| LOW | plugins/stitch-build/skills/remotion/SKILL.md | 195 | ### Step 3: Preview and Refine | COMMENT |
| LOW | plugins/stitch-build/skills/remotion/SKILL.md | 214 | ### Step 4: Render Video | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW⚡ | …/stitch-build/skills/shadcn-ui/scripts/verify-setup.sh | 15 | # Check if components.json exists | COMMENT |
| LOW⚡ | …/stitch-build/skills/shadcn-ui/scripts/verify-setup.sh | 24 | # Check if tailwind.config exists | COMMENT |
| LOW⚡ | …/stitch-build/skills/shadcn-ui/scripts/verify-setup.sh | 33 | # Check if tsconfig.json has path aliases | COMMENT |
| LOW | …/stitch-build/skills/shadcn-ui/scripts/verify-setup.sh | 46 | # Check if globals.css or equivalent exists | COMMENT |
| LOW | …/stitch-build/skills/shadcn-ui/scripts/verify-setup.sh | 73 | # Check if components/ui directory exists | COMMENT |
| LOW | …/stitch-build/skills/shadcn-ui/scripts/verify-setup.sh | 85 | # Check if lib/utils exists | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | …ign/skills/extract-static-html/scripts/post_process.ts | 335 | // --- Inline CSS url() with local paths (using robust parser) --- | COMMENT |
| MEDIUM | …lls/extract-static-html/scripts/extract_inline_html.ts | 511 | // --- Embed CSS url("https://...") using robust parser --- | COMMENT |
| MEDIUM | …lls/extract-static-html/scripts/extract_inline_html.ts | 907 | // @import → <link> (using robust parser) | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …gins/stitch-design/skills/extract-static-html/SKILL.md | 141 | export default async function authenticate(page: Page) { | COMMENT |
| LOW | plugins/stitch-design/skills/extract-design-md/SKILL.md | 301 | COMMENT | |
| LOW | …itch-build/skills/react-native/scripts/fetch-stitch.sh | 1 | #!/bin/bash | COMMENT |
| LOW | …-build/skills/react-components/scripts/fetch-stitch.sh | 1 | #!/bin/bash | COMMENT |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| MEDIUM | …gn/skills/upload-to-stitch/scripts/upload_to_stitch.py | 119 | print("Error: Empty response body") | CODE |
| MEDIUM | …gn/skills/upload-to-stitch/scripts/upload_to_stitch.py | 236 | print(f"Error: File not found: {file_path}") | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | plugins/stitch-utilities/skills/taste-design/SKILL.md | 112 | - No generic names ("John Doe", "Acme", "Nexus") | CODE |
| LOW | …itch-utilities/skills/taste-design/resources/DESIGN.md | 114 | - No generic names: "John Doe", "Sarah Chan", "Acme", "Nexus", "SmartFlow" | CODE |
| LOW | …stitch-build/skills/shadcn-ui/examples/auth-layout.tsx | 103 | placeholder="John Doe" | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …gn/skills/upload-to-stitch/scripts/upload_to_stitch.py | 66 | def call_batch_create_screens( | CODE |
| Severity | File | Line | Snippet | Context |
|---|---|---|---|---|
| LOW | …gn/skills/upload-to-stitch/scripts/upload_to_stitch.py | 129 | CODE |