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".
68
83%
Does it follow best practices?
Impact
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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 terms, explicit 'Use when' and 'Trigger with' clauses, and a clearly defined niche. Its main weakness is that the 'what' portion could be more specific about the concrete actions performed during migration (e.g., parameter mapping, prompt conversion, endpoint replacement). Overall, it's a strong description that would reliably trigger for the right use cases.
Suggestions
Add more specific concrete actions to the 'what' portion, e.g., 'Maps API parameters, converts prompt formats, updates authentication flows, and replaces endpoint calls' to improve specificity.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The description 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 use. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive — narrowly scoped to Ideogram migration specifically, with clear competitor names as triggers. Unlikely to conflict with general image generation skills or other API integration skills due to the specific migration/replatform focus. | 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 before/after code examples, parameter mapping tables, and adapter pattern are immediately useful and executable. The workflow is well-sequenced with proper validation. The main weaknesses are moderate verbosity (marketing-style advantages section, redundant output section) and the content being somewhat monolithic for its length, though the tables help with scannability.
Suggestions
Remove the 'Ideogram Advantages Post-Migration' section and 'Output' section—these are either marketing content or redundant summaries that don't add actionable value.
Extract the adapter pattern code (Step 4) and validation script (Step 6) into separate bundle files, referencing them from the main skill to improve progressive disclosure.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is mostly efficient with good use of tables and code examples, but includes some unnecessary content like the 'Ideogram Advantages Post-Migration' section (marketing-style benefits Claude doesn't need), the 'Output' section restating what was already covered, and the initial `npm list` command that adds little value. The overview paragraph also explains the strangler fig pattern concept unnecessarily. | 2 / 3 |
Actionability | Excellent actionability with fully executable TypeScript code for the adapter pattern, feature-flagged migration, and validation script. The bash audit commands are copy-paste ready, the API mapping shows concrete before/after code, and the parameter mapping table provides specific enum values and header formats. | 3 / 3 |
Workflow Clarity | The 6-step workflow is clearly sequenced from audit through validation, with explicit validation in Step 6, a gradual rollout plan with specific percentages and timelines in Step 5, and error handling tables. The feature-flag approach provides a built-in feedback loop for the migration process, and the validation function includes error collection and rate limiting. | 3 / 3 |
Progressive Disclosure | The content is well-structured with clear sections and tables, but it's quite long (~200 lines of substantive content) and could benefit from splitting the adapter pattern code and validation script into separate referenced files. The reference to 'ideogram-debug-bundle' at the end is good but no bundle files exist to support it, and the Resources section provides useful external links. | 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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