ideogram-migration-deep-dive
Migrate from other image generation APIs to Ideogram, or re-architect existing Ideogram integrations. Use when switching from DALL-E/Midjourney/Stable Diffusion to Ideogram, or performing major integration overhauls. Trigger with phrases like "migrate to ideogram", "switch to ideogram", "replace dall-e with ideogram", "ideogram replatform", "ideogram migration".
85
83%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
89%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a well-crafted skill description with strong trigger term coverage and explicit 'Use when' and 'Trigger with' clauses that make it highly selectable. Its main weakness is that the capability description could be more specific about what concrete actions the migration involves (e.g., parameter mapping, prompt conversion, endpoint replacement). Overall it performs well across all dimensions.
Suggestions
Add more specific concrete actions like 'maps API parameters, converts prompt formats, updates authentication flows, and replaces endpoint calls' to improve specificity.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Names the domain (image generation API migration) and some actions ('migrate', 're-architect existing integrations'), but doesn't list multiple concrete actions like mapping API parameters, updating authentication, converting prompt formats, etc. | 2 / 3 |
Completeness | Clearly answers both 'what' (migrate from other image generation APIs to Ideogram, re-architect existing integrations) and 'when' (explicit 'Use when' clause with specific scenarios, plus a 'Trigger with phrases' section listing exact trigger terms). | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural trigger terms including competitor names (DALL-E, Midjourney, Stable Diffusion), action phrases ('migrate to ideogram', 'switch to ideogram', 'replace dall-e with ideogram'), and domain terms ('replatform', 'migration'). These are terms users would naturally say. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive — narrowly scoped to Ideogram migration specifically, with explicit competitor names and migration-specific language. Very unlikely to conflict with general image generation skills or other API integration skills. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a strong migration skill with excellent actionability — the side-by-side DALL-E vs Ideogram code, parameter mapping tables, and adapter pattern are highly practical and executable. The workflow is well-sequenced with validation steps. Main weaknesses are moderate verbosity (some sections like 'Advantages Post-Migration' and 'Output' add little value for Claude) and the content could benefit from splitting detailed code into referenced files.
Suggestions
Remove or significantly trim the 'Ideogram Advantages Post-Migration' section — Claude doesn't need marketing points to execute a migration.
Remove the 'Output' section which merely restates what the skill already demonstrates through its steps.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is mostly efficient with good use of tables and code, but includes some unnecessary sections like 'Ideogram Advantages Post-Migration' (marketing-style content Claude doesn't need) and the 'Output' section which just restates what the skill already covers. The overview paragraph also has some filler. | 2 / 3 |
Actionability | Excellent executable code examples throughout — the DALL-E to Ideogram migration has complete, copy-paste ready TypeScript with real API endpoints, headers, and body formats. The adapter pattern, feature flag implementation, and validation script are all fully executable. | 3 / 3 |
Workflow Clarity | Clear 6-step sequence from audit through validation, with explicit validation in Step 6, a gradual rollout plan with percentages in Step 5, and error recovery guidance in the error handling table. The strangler fig pattern provides a clear feedback loop for incremental migration. | 3 / 3 |
Progressive Disclosure | The skill is fairly long (~200 lines of substantive content) and could benefit from splitting the adapter pattern code and validation script into separate reference files. The reference to 'ideogram-debug-bundle' is good, but the parameter mapping tables and full code examples inline make this somewhat monolithic. | 2 / 3 |
Total | 10 / 12 Passed |
Validation
81%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 9 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
allowed_tools_field | 'allowed-tools' contains unusual tool name(s) | Warning |
frontmatter_unknown_keys | Unknown frontmatter key(s) found; consider removing or moving to metadata | Warning |
Total | 9 / 11 Passed | |
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