القائمة
Use when searching, indexing, bulk-loading, or rebuilding indices on RI's Elasticsearch cluster (locked at 5.2) via ServiceLib.Elasticsearch.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Anthropic API rate limit handling - retry logic, backoff, throttling for batch workloads against Claude models
Use when building an automated test → issue → fix loop with Claude Code and GitHub issues — overnight auto-fixing, regression loops, self-healing CI.
Use when creating, editing, publishing, or deleting posts on Cyril's Workshop blog or the steponnopets.net devblog.
Use when writing or contributing a boofuzz network-protocol fuzzer in this repo — layout, formatting rules, and reading results.
Use when a task needs real-time control of a connected browser via the Browser Bridge Broker — submit JS jobs over HTTP that browsers eval and return.
Use when training a character LoRA (Chroma/Flux or Pony/SDXL) on a RunPod GPU and wiring it into the ComfyUI + pony_web render stack.
| name | Elasticsearch |
| description | Use when searching, indexing, bulk-loading, or rebuilding indices on RI's Elasticsearch cluster (locked at 5.2) via ServiceLib.Elasticsearch. |
The cluster runs Elasticsearch 5.2 and will not change. Use ES 5.2 API shapes: _type still exists in bulk metadata, hits.total is a plain int, and modern client libraries won't work. We do not use NEST — ServiceLib.Elasticsearch is a plain HttpClient wrapper over the REST API.
Working code in this folder: Elasticsearch.cs (the ServiceLib wrapper) and ElasticsearchService.cs (JordanPrice's use of it, including the full alias rebuild). Method-level detail: reference-wrapper.md.
dynamic (Newtonsoft) and navigated by property name: result.hits.hits[0]._source, null-safe with ?. and ?.ToString() ?? "". No typed models.$$"""...""") with interpolated values."Error" on failure rather than throwing — callers must check for it.DownloadIndex): 5000-doc batches, 1m timeout, and the scroll context is always cleared in a finally block — leaked scroll contexts hold resources on this old cluster.Zero-downtime full rebuild, proven in JordanPrice:
price_discount_20250116_123456price_discount in one _aliases call (remove price_discount_* + add new index)Architectural direction: the legacy Java codebase writes whole timestamped indices and flips aliases as above. RI's stated direction for new work is in-place overwrites and deletes instead of full rebuilds — prefer that for new services, but the alias pattern remains the proven fallback for full reloads.
ES 5.2 misroutes single-document operations addressed to an alias. The wrapper's DeAliasURL/ConcreteIndex resolve an alias to its concrete index first and build URLs as /{concrete_index}/{alias}/{id}. Any direct document PUT/DELETE against a name that might be an alias must go through this (see reference-wrapper.md).
BulkToJson builds the NDJSON body with an asymmetry that matters: action metadata lines are serialized keeping nulls, document lines ignoring nulls. Keep that split when touching bulk code — dropping nulls from metadata or including them in documents both cause subtle diffs against the legacy Java output.