Redis Connections
redis/agent-skills
Redis client and connection guidance covering connection pooling, multiplexing, pipelining, client-side caching with RESP3, avoiding slow commands (KEYS, SMEMBERS, HGETALL), and tuning socket…
A skill your agent uses when preparing a Supabase project for production load — traffic spikes, connection-limit tuning, read replicas for analytics queries, CDN caching for Storage, regional Edge…
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace supabase-load-scale --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/supabase-load-scale .claude/skills/supabase-load-scale && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "supabase-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/supabase-load-scale into .claude/skills/supabase-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-load-scale", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/supabase-load-scaleType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace supabase-load-scale --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/supabase-load-scale .agents/skills/supabase-load-scale && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "supabase-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/supabase-load-scale into .agents/skills/supabase-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-load-scale", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace supabase-load-scale --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/supabase-load-scale .cursor/skills/supabase-load-scale && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "supabase-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/supabase-load-scale into .cursor/skills/supabase-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-load-scale", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/supabase-load-scale--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace supabase-load-scale --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/supabase-load-scale .gemini/skills/supabase-load-scale && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "supabase-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/supabase-load-scale into .gemini/skills/supabase-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-load-scale", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace supabase-load-scaleInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/supabase-load-scale .github/skills/supabase-load-scale && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "supabase-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/supabase-load-scale into .github/skills/supabase-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-load-scale", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace supabase-load-scale --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/supabase-load-scale .opencode/skills/supabase-load-scale && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "supabase-load-scale" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/supabase-load-scale into .opencode/skills/supabase-load-scale/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "supabase-load-scale", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
supabase-load-scaleA skill your agent uses when preparing a Supabase project for production load — traffic spikes, connection-limit tuning, read replicas for analytics queries, CDN caching for Storage, regional Edge…
Supabase Load Scale is an agent skill from jeremylongshore/tons-of-skills-marketplace. Use when preparing a Supabase project for production load — traffic spikes, connection-limit tuning, read replicas for analytics queries, CDN caching for Storage, regional Edge Function deployment, or partitioning large tables. Covers read replicas, Supavisor connection pooling, compute-size upgrades, Storage CDN, Edge Function regions, and table partitioning. Trigger with phrases like "supabase scale", "supabase read replica", "supabase connection pooling", "supabase compute upgrade", "supabase CDN storage"…
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including reference files (for example `references/advanced-examples.md`, `references/capacity-planning.md` and `references/cdn-and-edge.md`). Compatibility notes: Designed for Claude Code
It sits in Databases, covering Database administration and Caching. It works with Supabase. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(supabase:*)Bash(psql:*)Bash(curl:*)GrepFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
supabasepsqlFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
supabase.compostgresql.orgFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
SUPABASE_ANON_KEYFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Supabase Load Scale loads about 1.7k tokens when it runs, and up to ~7.6k if it reads all its reference files. Until then it costs about 157 tokens; SKILL.md has 594 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 594 words, ~1,684 tokens.
.claude/skills/supabase-load-scale/SKILL.md (or your agent's skills folder). This skill also uses 9 other files; get the full folder from GitHub.Supabase scaling operates at six layers: read replicas (offload analytics
and reporting queries), connection pooling (Supavisor, the pgBouncer
replacement, with transaction/session modes), compute upgrades (vCPU/RAM
tiers), CDN for Storage (cache public bucket assets at the edge), Edge
Function regions (deploy functions closer to users), and table
partitioning (split billion-row tables for query performance). This skill
gives the high-level workflow inline and links to references/ for the full
createClient config, SQL, and CLI for each layer.
@supabase/supabase-js v2+ installedsupabase CLI installed and linked to your projectpsql or Supabase SQL EditorRoute read-heavy queries (dashboards, reports, search) to a read replica while
keeping writes on the primary. Supavisor pools connections in two modes:
transaction (default, port 6543 — shares connections, no prepared
statements) and session (port 5432 — one connection per client, needed for
prepared statements and LISTEN/NOTIFY). Configure two clients — a primary
and a read-only replica pointed at the -ro URL:
// lib/supabase.ts
export const supabase = createClient<Database>(
process.env.SUPABASE_URL!, process.env.SUPABASE_ANON_KEY!) // writes + realtime
export const supabaseReadOnly = createClient<Database>(
process.env.SUPABASE_READ_REPLICA_URL!, process.env.SUPABASE_ANON_KEY!) // analyticsThen send analytics queries to supabaseReadOnly and all writes to supabase.
Replicas lag slightly (typically <100ms), so never read-after-write on a
replica. Full client config, pooled psql connection strings, query-routing
services, and a pool-usage monitoring query:
read replicas and connection pooling.
Match compute tier to traffic (Micro 60 connections → 4XL 480), serve public
Storage buckets through the CDN with long cacheControl headers plus
content-addressed paths for cache busting, and deploy Edge Functions to the
region closest to users:
supabase projects update --experimental --compute-size large # scale compute
supabase functions deploy my-function --region eu-west-1 # deploy near usersFull compute selection table, CDN upload/transform patterns, versioned-asset cache busting, and the regional geo-router Edge Function: compute, CDN, and edge regions.
Split large append-heavy tables (events, logs, metrics) by date range so
queries scan only the relevant partitions and old data drops cheaply. See
table partitioning patterns for range
partitioning by date, automated partition creation via pg_cron, SDK query
patterns with partition-key filters, and partition drop for data retention.
| Issue | Cause | Solution |
|---|---|---|
too many connections for role | Exceeded Supavisor pool limit | Use transaction mode (port 6543), reduce idle connections, upgrade compute |
| Read replica returns stale data | Replication lag (typically <100ms) | Do not read-after-write on replica; use primary for consistency-critical reads |
no partition of relation "events" found for row | Insert date outside any partition range | Create a DEFAULT partition or pre-create future partitions |
| Storage CDN returns old file | Cached at edge | Use content-addressed paths (hash.ext) or set shorter cacheControl |
| Edge Function cold start | First request to a region | Use keep-alive cron ping or accept ~200ms cold start |
prepared statement already exists | Transaction mode doesn't support prepared statements | Switch to session mode (port 5432) or disable prepared statements in your ORM |
# Check how many connections are in use right now
psql "$DATABASE_URL" -c "SELECT count(*) AS active_connections FROM pg_stat_activity WHERE state = 'active';"For deeper worked examples — swapping an existing table to a partitioned one (create/migrate/rename in a transaction) and measuring live read-replica lag — see advanced scaling examples.
For reliability patterns (circuit breakers, offline queues, graceful degradation), see supabase-reliability-patterns.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 9 other files (references) in skills/.curated/supabase-load-scale of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Supabase Load Scale next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Supabase Load Scale this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Redis Connectionsredis/agent-skills | 166 | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Frappe Core DatabaseImpertio-Studio/Frappe_Claude_Skill_Package | 189 | — | ~3.8k | Automated safety check: Pass | MIT | |
| AWS Cloudformation Elasticachegiuseppe-trisciuoglio/developer-kit | 357 | — | ~1.5k | Automated safety check: Notes | MIT | |
| Veloxdb Scalable Performanceveloxbase/veloxdb | 652 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Golang Samber Hotsamber/cc-skills-golang | 3.4k | — | ~2k | Automated safety check: Pass | MIT |
redis/agent-skills
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Impertio-Studio/Frappe_Claude_Skill_Package
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giuseppe-trisciuoglio/developer-kit
Provides AWS CloudFormation patterns for ElastiCache Redis or Memcached infrastructure, including subnet groups, parameter groups, security controls, and cross-stack outputs.
veloxbase/veloxdb
Guides scalability and performance work for VeloxDB's Tauri + Rust PostgreSQL backend and React + TanStack frontend.
samber/cc-skills-golang
In-memory caching in Golang using samber/hot — eviction algorithms (LRU, LFU, TinyLFU, W-TinyLFU, S3FIFO, ARC, TwoQueue, SIEVE, FIFO), TTL, cache loaders, sharding, stale-while-revalidate, missing…
modu-ai/moai-adk
Database guidance for PostgreSQL, MongoDB, Redis and Oracle plus Neon, Supabase and Firestore: schema design, indexing, query tuning and cloud database choice.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Works with
Categories
A skill your agent uses when preparing a Supabase project for production load — traffic spikes, connection-limit tuning, read replicas for analytics queries, CDN caching for Storage, regional Edge…. Supabase Load Scale is an agent skill from jeremylongshore/tons-of-skills-marketplace. Use when preparing a Supabase project for production load — traffic spikes, connection-limit tuning, read replicas for analytics queries, CDN caching for Storage, regional Edge Function deployment, or partitioning large tables.
Supabase Load Scale fits situations like: preparing a Supabase project for production load — traffic spikes; connection-limit tuning; read replicas for analytics queries; CDN caching for Storage.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a claude-code`. Or copy the skill folder (skills/.curated/supabase-load-scale in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/supabase-load-scale in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a codex`. Or copy the skill folder (skills/.curated/supabase-load-scale in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/supabase-load-scale in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill supabase-load-scale -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/supabase-load-scale, .gemini/skills/supabase-load-scale, .github/skills/supabase-load-scale and .opencode/skills/supabase-load-scale in your project.
Going by SKILL.md and its folder, Supabase Load Scale needs the command-line tools its instructions call (supabase and psql) and credentials named SUPABASE_ANON_KEY. Our summary lists: A credential in SUPABASE_ANON_KEY. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(supabase:*), Bash(psql:*), Bash(curl:*), Grep. Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 2 domains. As links in the text: supabase.com and postgresql.org. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Supabase Load Scale is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.9k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Supabase Load Scale: Redis Connections (redis/agent-skills, 166 stars), Frappe Core Database (Impertio-Studio/Frappe_Claude_Skill_Package, 189 stars), AWS Cloudformation Elasticache (giuseppe-trisciuoglio/developer-kit, 357 stars) and Veloxdb Scalable Performance (veloxbase/veloxdb, 652 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.