Configuring Horizon
coollabsio/coolify
A skill your agent uses whenever the user mentions Horizon by name in a Laravel context.
Analyze and reduce avoidable Attio integration cost and load by measuring request volume, query complexity, synchronization churn, and retained data before changing architecture.
Install Attio Cost Tuning
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill attio-cost-tuning -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace attio-cost-tuning --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/attio-cost-tuning .claude/skills/attio-cost-tuning && 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 "attio-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/attio-cost-tuning into .claude/skills/attio-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "attio-cost-tuning", 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/attio-cost-tuningType 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 attio-cost-tuning -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace attio-cost-tuning --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/attio-cost-tuning .agents/skills/attio-cost-tuning && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "attio-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/attio-cost-tuning into .agents/skills/attio-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "attio-cost-tuning", 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 attio-cost-tuning -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace attio-cost-tuning --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/attio-cost-tuning .cursor/skills/attio-cost-tuning && 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 "attio-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/attio-cost-tuning into .cursor/skills/attio-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "attio-cost-tuning", 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/attio-cost-tuning--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 attio-cost-tuning -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace attio-cost-tuning --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/attio-cost-tuning .gemini/skills/attio-cost-tuning && 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 "attio-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/attio-cost-tuning into .gemini/skills/attio-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "attio-cost-tuning", 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 attio-cost-tuningInstalls 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 attio-cost-tuning -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/attio-cost-tuning .github/skills/attio-cost-tuning && 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 "attio-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/attio-cost-tuning into .github/skills/attio-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "attio-cost-tuning", 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 attio-cost-tuning -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 attio-cost-tuning --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/attio-cost-tuning .opencode/skills/attio-cost-tuning && 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 "attio-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/attio-cost-tuning into .opencode/skills/attio-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "attio-cost-tuning", 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.
Facts
- Skill name
attio-cost-tuning- GitHub stars
- 2.8k
- Token cost
- ~976 tokens
- SKILL.md length
- 365 words
- Files
- 2 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Analyze and reduce avoidable Attio integration cost and load by measuring request volume, query complexity, synchronization churn, and retained data before changing architecture.
- Works in 6 steps: Establish request volume, retry… → Identify calls that fetch unused fields,… → Separate offset/cursor traversal costs… → …
- An Attio workload is wasteful
- SKILL.md covers Overview, Prerequisites, Tool Discipline and Current Contract, plus 7 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Attio Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze and reduce avoidable Attio integration cost and load by measuring request volume, query complexity, synchronization churn, and retained data before changing architecture. Use when an Attio workload is wasteful or operationally expensive. Trigger with "Attio cost", "reduce Attio API usage", or "Attio sync efficiency".
Its SKILL.md is about 980 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Designed for Claude Code
It sits in Backend & APIs. 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.
When your agent uses it
- An Attio workload is wasteful
- Operationally expensive
- With Attio cost
- Reduce Attio API usage
Example prompts
- “Attio cost”
- “reduce Attio API usage”
- “Attio sync efficiency”
- “/attio-cost-tuning”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Glob, Grep, WebFetch, Write, Edit
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Establish request volume, retry amplification, polling frequency, and duplicate-write baseline.
- Identify calls that fetch unused fields, repeat stable discovery, or write unchanged values.
- Separate offset/cursor traversal costs by endpoint and inspect expensive record or entry filters.
- Model candidate changes: cached schema discovery, change detection, bounded concurrency, webhook-assisted sync, or shorter retention.
- Quantify impact with ranges and state freshness, reliability, and complexity tradeoffs.
- Implement one reversible change and compare it with the same measurement window.
What it can do on your machine
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGlobGrepWebFetchWriteEdit
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
docs.attio.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Compatibility
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Context cost
Attio Cost Tuning loads about 976 tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 86 tokens; SKILL.md has 365 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 365 words, ~976 tokens.
Download SKILL.mdSave it as
.claude/skills/attio-cost-tuning/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- attio-cost-tuning
- description
- Analyze and reduce avoidable Attio integration cost and load by measuring request volume, query complexity, synchronization churn, and retained data before changing architecture. Use when an Attio workload is wasteful or operationally expensive. Trigger with "Attio cost", "reduce Attio API usage", or "Attio sync efficiency".
- allowed-tools
- Read, Glob, Grep, WebFetch, Write, Edit
- compatibility
- Designed for Claude Code
- argument-hint
- [repository-path] [measurement-window]
- version
- 1.8.0
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- tags
- saas, attio, optimization
- model
- inherit
- effort
- high
Attio Workload Cost Review
Overview
This skill optimizes application-controlled workload rather than guessing at plan prices. It converts observed traffic and synchronization behavior into a ranked change proposal.
Prerequisites
- A representative measurement window and environment
- Request counts grouped by endpoint, method, status, and caller
- Query shapes, pagination behavior, and retry counts
- Current account terms for any commercial decision
Tool Discipline
Use Read, Glob, and Grep to locate polling loops, duplicate writes, query construction, caches, and telemetry. Use WebFetch only for current official Attio documentation. Use Write or Edit after a measured baseline and rollback plan exist.
Current Contract
- Do not encode fixed prices, entitlements, or savings claims in code or durable guidance.
- Read and write requests have different published rate-limit tiers; record and entry queries can also incur score-based limits.
- A lower request count is not automatically better if it increases query complexity or stale-data risk.
- Webhooks can replace some polling, but delivery is at least once and requires deduplication.
Authentication
Use the existing least-privilege Bearer credential for observation. Cost analysis never requires broader scopes than the workload already uses.
Show full SKILL.md (185 more words)Show less
Instructions
- Establish request volume, retry amplification, polling frequency, and duplicate-write baseline.
- Identify calls that fetch unused fields, repeat stable discovery, or write unchanged values.
- Separate offset/cursor traversal costs by endpoint and inspect expensive record or entry filters.
- Model candidate changes: cached schema discovery, change detection, bounded concurrency, webhook-assisted sync, or shorter retention.
- Quantify impact with ranges and state freshness, reliability, and complexity tradeoffs.
- Implement one reversible change and compare it with the same measurement window.
Approval Boundaries
Do not change commercial plans, delete retained data, reduce audit history, or replace polling with webhooks without owner review of reliability and recovery behavior.
Output
Return baseline metrics, top cost or load drivers, ranked proposals, assumptions, selected change, rollback trigger, and post-change comparison.
Error Handling
| Condition | Response |
|---|---|
| No reliable telemetry | Instrument first; label estimates as unverified. |
| Provider pricing is needed | Consult the current account and official commercial source. |
| Optimization increases 429s | Reduce concurrency or query complexity and roll back. |
| Fewer calls create stale data | Restore the prior freshness boundary. |
Examples
Input:
window=seven representative days; symptom=repeated object-schema readsExpected handoff:
baseline=measured; change=bounded schema cache; freshness=preserved; rollback=definedResources
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/.curated/attio-cost-tuning of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/official-docs.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Attio Cost Tuning 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 |
|---|---|---|---|---|---|---|
| Attio Cost Tuning this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~976 | Automated safety check: Pass | MIT | |
| Configuring Horizoncoollabsio/coolify | 63k | 4 repos | ~898 | Automated safety check: Pass | MIT | |
| Nestjs Best Practicesrolling-scopes/rsschool-app | 10k | 6 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Sub2API AdminWei-Shaw/sub2api | 44k | 1 repos | ~717 | Automated safety check: Pass | LGPL-3.0 | |
| Firecrawl Build Onboardingfirecrawl/firecrawl | 190k | 1 repos | ~1.4k | Automated safety check: Notes | ISC | |
| Obsidian BasesAtmosphere/atmosphere | 3.8k | 22 repos | ~3.2k | Automated safety check: Pass | Apache-2.0 |
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Questions about Attio Cost Tuning
What does Attio Cost Tuning do?
Analyze and reduce avoidable Attio integration cost and load by measuring request volume, query complexity, synchronization churn, and retained data before changing architecture. Attio Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze and reduce avoidable Attio integration cost and load by measuring request volume, query complexity, synchronization churn, and retained data before changing architecture.
When should I use Attio Cost Tuning?
Attio Cost Tuning fits situations like: an Attio workload is wasteful; operationally expensive; with Attio cost; reduce Attio API usage.
How do I install Attio Cost Tuning in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill attio-cost-tuning -a claude-code`. Or copy the skill folder (skills/.curated/attio-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/attio-cost-tuning in your project. Claude Code loads it when a task matches its description.
How do I install Attio Cost Tuning in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill attio-cost-tuning -a codex`. Or copy the skill folder (skills/.curated/attio-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/attio-cost-tuning in your project. Codex loads it when a task matches its description.
Can I use Attio Cost Tuning in Cursor, Gemini CLI or GitHub Copilot?
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 attio-cost-tuning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/attio-cost-tuning, .gemini/skills/attio-cost-tuning, .github/skills/attio-cost-tuning and .opencode/skills/attio-cost-tuning in your project.
What does Attio Cost Tuning need to run?
SKILL.md names no scripts, command-line tools or credentials: Attio Cost Tuning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, WebFetch, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code.
Does Attio Cost Tuning access the network?
SKILL.md names 1 domain. As links in the text: docs.attio.com. This is read from the text; nothing was executed.
Is Attio Cost Tuning safe to install?
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.
What licence does Attio Cost Tuning use?
Attio Cost Tuning is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Attio Cost Tuning use?
About 976 tokens (SKILL.md is roughly 3.9k 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 528 tokens, read only when the agent opens those files.
What are the alternatives to Attio Cost Tuning?
Skills that share tags, products or a category with Attio Cost Tuning: Configuring Horizon (coollabsio/coolify, 63k stars), Nestjs Best Practices (rolling-scopes/rsschool-app, 10k stars), Sub2API Admin (Wei-Shaw/sub2api, 44k stars) and Firecrawl Build Onboarding (firecrawl/firecrawl, 190k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Attio Cost Tuning?
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.