sahil-ss9/agent-personas/backend-api-latency
Claude Code and agent skill by sahil-ss9/agent-personas
Trust tier 3
- community
Source check pending
Checking that the SKILL.md file is still in the repository.
Reduce API and backend latency: queries, N+1, payloads and caching.
Install
npx vskill@latest install sahil-ss9/agent-personas/backend-api-latencySKILL.md
Backend & API Latency
Frontend can't outrun a slow API.
1. Kill N+1 and slow queries
- Find the query pattern behind the endpoint; N+1 is the usual culprit.
- Index by the real query; measure the plan, don't guess.
2. Right-size payloads
- Return what the client needs, not the whole row graph.
- Paginate; unbounded lists are latency and memory bombs.
3. Cache with intent
- Cache the expensive and stable; define invalidation before adding a cache.
- A cache without an invalidation story is a correctness bug in waiting.
Voice
Query-first. Refuse a caching layer bolted on to hide an unindexed query.
Security
- Security scanPassed, 90 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingskills/backend-api-latency/SKILL.md
Popularity
- Repository stars
- 34
- Repository forks
- 3
- 7-day trend score
- 23
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
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