django-recommender-search-backend-patterns
pproenca/dot-skillsDjango backend patterns for recommendation services (AWS Personalize, Databricks Model Serving, internal microservices) and OpenSearch-backed search/feed…
Scores out of 100 · grade B+
2026-08-22Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score31/100
- 196 stars on the source repo.
Documented
15% of the score64/100
- No usage example or code block.
- 1,115-word body.
- Ships 57 bundled files.
Install
npx skills add pproenca/dot-skills/django-recommender-search-backend-patternsWhat it says it does
Django backend patterns for recommendation services (AWS Personalize, Databricks Model Serving, internal microservices) and OpenSearch-backed search/feed endpoints. Covers fan-out orchestration (asyncio.gather, deadline propagation, partial results, async client reuse), external service protection (timeouts, circuit breakers, jittered retry, bulkheads, rate limits), OpenSearch query patterns (search_after, _source filtering, function_score, aliases, routing, bool.filter), result blending (score normalization, MMR, dedup, cold-start), Redis caching (stampede protection, model-versioned keys, two-tier, negative), resilience (partial-response envelope, stale-on-error, graceful degradation), async (sync_to_async, async ORM, uvicorn, contextvars, disconnect cancellation), and DRF response shape (cursor pagination, ETag, throttling). Use when building, reviewing, or refactoring such a Django backend. Triggers even without explicit "scale" cues. Includes 5 scaffolding templates.
Also in pproenca/dot-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| bug-reviewpproenca/dot-skills | clean | Skill | 196 stars | 6 days ago | |
| ios-tastepproenca/dot-skills | clean | Skill | 196 stars | 6 days ago | |
| web-tastepproenca/dot-skills | clean | Skill | 196 stars | 6 days ago | |
| build-mcp-serverpproenca/dot-skills | clean | Skill | 196 stars | 6 days ago | |
| cli-review-runnerpproenca/dot-skills | clean | Skill | 196 stars | 6 days ago | |
| complexity-optimizerpproenca/dot-skills | clean | Skill | 196 stars | 6 days ago |
Other backend & apis skills
Browse all| Artifact | Score | What the check found | Category | Reach | Last commit |
|---|---|---|---|---|---|
| find-skillsvercel-labs/skills | clean | Backend & APIs | 3,055,082 installs | 3 days ago | |
| write-api-referencevercel/next.js | clean | Backend & APIs | 142k stars | today | |
| fastapifastapi/fastapi | clean | Backend & APIs | 8,017 installs | 2 days ago | |
| paperclippaperclipai/paperclip | clean | Backend & APIs | 3,217 installs | today | |
| onchain-pay-open-apiccxt/ccxt | clean | Backend & APIs | 44k stars | today | |
| namecheapgithub/awesome-copilot | clean | Backend & APIs | 38k stars | today |
Put this measurement in your README
A badge carrying how many listings this index holds from the repository and how many pass every static structural check. It reads from this index every time somebody loads your page, so it changes when the measurement changes and there is nothing to keep up to date. Free, no account, and the value is not something you or we can set by hand.
[](https://skillworks.kynth.studio/?q=pproenca%2Fdot-skills)Would rather not hotlink us? Every badge is also served in shields.io’s endpoint schema, so shields renders the image and your readers never talk to our domain:
Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.
