Analyze and optimize Clari integration consumption across export quota, Copilot requests, transfer, storage, and warehouse work.

MITAuto-check passed

Install Clari Cost Tuning

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill clari-cost-tuning -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace clari-cost-tuning --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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/clari-cost-tuning .claude/skills/clari-cost-tuning && rm -rf skills-src

Use ~/.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/

Facts

Skill name
clari-cost-tuning
GitHub stars
2.8k
Token cost
~1k tokens
SKILL.md length
412 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Analyze and optimize Clari integration consumption across export quota, Copilot requests, transfer, storage, and warehouse work.

  • Works in 6 steps: Attribute consumption → Measure the full path → Remove redundant work → …
  • Reducing unnecessary runs
  • SKILL.md covers Overview, Prerequisites, Instructions and Authentication, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Clari Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze and optimize Clari integration consumption across export quota, Copilot requests, transfer, storage, and warehouse work. Use when reducing unnecessary runs. Trigger with: "reduce Clari cost", "budget Clari exports", "tune Clari retention".

Its SKILL.md is about 1k 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: Requires workload inventory, organization limit evidence, destination usage metrics, and an approved freshness and retention policy.

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

  • Reducing unnecessary runs
  • With: reduce Clari cost
  • Budget Clari exports
  • Tune Clari retention

Example prompts

  • “reduce Clari cost”
  • “budget Clari exports”
  • “tune Clari retention”
  • “/clari-cost-tuning”

Requirements

  • Compatibility (from SKILL.md): Requires workload inventory, organization limit evidence, destination usage metrics, and an approved freshness and retention policy.
  • Pre-approved tools (allowed-tools): Read, Grep, Write, Edit

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Attribute consumption
  2. Measure the full path
  3. Remove redundant work
  4. Set freshness tiers
  5. Tune retention and layout
  6. Review tradeoffs

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:

    • Read
    • Grep
    • Write
    • Edit

    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):

    • developer.clari.com
    • api-doc.copilot.clari.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

    Requires workload inventory, organization limit evidence, destination usage metrics, and an approved freshness and retention policy.

    From compatibility in the SKILL.md frontmatter.

Context cost

Clari Cost Tuning loads about 1k tokens when it runs, and up to ~1.5k if it reads all its reference files. Until then it costs about 66 tokens; SKILL.md has 412 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~66
When it runs · the whole SKILL.md, loaded when a task matches
~1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.5k

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). 412 words, ~1,027 tokens.

Download SKILL.mdSave it as .claude/skills/clari-cost-tuning/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
clari-cost-tuning
description
Analyze and optimize Clari integration consumption across export quota, Copilot requests, transfer, storage, and warehouse work. Use when reducing unnecessary runs. Trigger with: "reduce Clari cost", "budget Clari exports", "tune Clari retention".
allowed-tools
Read, Grep, Write, Edit
compatibility
Requires workload inventory, organization limit evidence, destination usage metrics, and an approved freshness and retention policy.
version
2.0.0
argument-hint
[workload-retention-and-budget-objective]
model
inherit
effort
high
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, clari, cost-governance, quota, retention

Clari Export and Data-Cost Governance

Overview

Optimize total integration consumption without inventing public Clari price claims. Provider request capacity, large result transfer, raw-data retention, repeated transformations, and warehouse scans are measurable levers even when commercial pricing is contract-specific.

Prerequisites

  • Export and Copilot request counts by workload and owner
  • Result bytes, rows, retention, storage, and warehouse scan metrics
  • Freshness, recovery, audit, and analytical requirements

Instructions

Step 1: Attribute consumption

Tag every scheduled or ad hoc request with owner, business outcome, surface, window, selected data, and destination.

Step 2: Measure the full path

Track export quota, Copilot calls, result size, transfer, landing retention, transformation compute, warehouse storage, and query scans.

Step 3: Remove redundant work

Reuse immutable approved snapshots, coalesce identical requests, narrow history and fields, and resume from checkpoints instead of full reruns.

Step 4: Set freshness tiers

Give operational, analytical, audit, and backfill workloads explicit cadences and defer low-value work when quota or budget is constrained.

Step 5: Tune retention and layout

Keep raw data only as policy requires, compact normalized data, partition by access pattern, and preserve lineage even when payloads expire.

Step 6: Review tradeoffs

Compare consumption savings with freshness, recovery, correctness, and compliance impact before promoting a change.

Authentication

Consumption telemetry must contain credential references and workload identifiers, never secret values or sensitive payloads. Do not create additional tokens to bypass organization limits.

Show full SKILL.md (186 more words)Show less

Tool Discipline

Use Read and Grep to inspect configuration, provider contracts, fixtures, logs, schemas, and existing tests before proposing a change. Use Write or Edit only for the approved plan, implementation, test, or redacted receipt; do not issue, rotate, revoke, create, update, cancel, delete, export, ingest, or publish provider data without explicit operator approval.

Output

  • Workload-level consumption and ownership ledger
  • Quota, request, storage, and warehouse budget policy
  • Before/after savings with freshness, correctness, and recovery impact

Return the exact surface, environment, resource or job identifiers, contract fingerprint, evidence, unresolved risks, and final decision without exposing credentials or sensitive customer data.

Examples

A team replaces six overlapping quarterly exports with one immutable snapshot shared by approved consumers, retains raw data only for the required window, and preserves separate transformations and lineage.

Error Handling

FailureResponse
Savings reduce required freshnessRestore the approved cadence for the affected service level.
Shared snapshot mixes authorization scopesSeparate exports and storage boundaries even if consumption increases.
Quota attribution is missingPause noncritical schedules until owners and business purposes are recorded.

Resources

© 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/clari-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

Clari 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.

Clari Cost Tuning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Clari Cost Tuning this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1kAutomated safety check: PassMIT
Cost Optimizeruvnet/ruflo74k—~997Automated safety check: NotesMIT
Cost Exportruvnet/ruflo74k—~687Automated safety check: NotesMIT
Gke Cost Optimizationgoogle/skills21k—~2.1kAutomated safety check: PassApache-2.0
Cloud Cost Optimizationwshobson/agents40k14 repos~1.7kAutomated safety check: PassMIT
LLM Cost Optimizationsickn33/agentic-awesome-skills47k1 repos~2.5kAutomated safety check: PassMIT

Similar skills

  • Cost Optimize

    ruvnet/ruflo

    Analyze token usage patterns and recommend cost optimizations with estimated savings

    74k GitHub stars~997 tokensUpdated yesterday
    AI & LLM EngineeringAuto-check: notes
  • Cost Export

    ruvnet/ruflo

    Export cost-tracking telemetry in Prometheus textfile or webhook JSON formats — for external observability (Grafana, Datadog, custom dashboards)

    74k GitHub stars~687 tokensUpdated yesterday
    DevOps & CloudAuto-check: notes
  • Official

    Optimizes GKE costs, rightsizes workloads, and configures Spot VMs, CUDs, cost allocation, and resource quotas.

    21k GitHub stars~2.1k tokensUpdated 2 days ago
    DevOps & CloudAuto-check passed
  • Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.

    40k GitHub starsUsed in 14 repos~1.7k tokens
    DevOps & CloudAuto-check passed
  • LLM Cost Optimization

    sickn33/agentic-awesome-skills

    Reduce LLM API and infrastructure costs through model selection, prompt caching, batching, caching, quantization, and self-hosting strategies.

    47k GitHub starsUsed in 1 repo~2.5k tokens
    AI & LLM EngineeringAuto-check passed
  • Official

    Analyzes BigQuery slot use, query costs and execution bottlenecks from INFORMATION_SCHEMA to diagnose slow queries, slot contention and unpartitioned scans.

    21k GitHub stars~2.3k tokensUpdated 2 days ago
    DatabasesAuto-check passed

More from jeremylongshore/tons-of-skills-marketplace

All 3,342 skills in this repo
  • Performing Security Code Review

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.

    2.8k GitHub starsUsed in 2 repos~1.3k tokens
    Auto-check: notes
  • Adapting Transfer Learning Models

    jeremylongshore/tons-of-skills-marketplace

    Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Agent Context Loader

    jeremylongshore/tons-of-skills-marketplace

    Execute proactive auto-loading: automatically detects and loads agents.md files.

    2.8k GitHub stars~1.1k tokensUpdated today
    Auto-check passed
  • Aggregating Performance Metrics

    jeremylongshore/tons-of-skills-marketplace

    Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.

    2.8k GitHub stars~1.2k tokensUpdated today
    Auto-check passed
  • Analyzing Capacity Planning

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.

    2.8k GitHub stars~947 tokensUpdated today
    Auto-check passed
  • Analyzing Database Indexes

    jeremylongshore/tons-of-skills-marketplace

    Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.

    2.8k GitHub stars~2k tokensUpdated today
    Auto-check passed

Questions about Clari Cost Tuning

What does Clari Cost Tuning do?

Analyze and optimize Clari integration consumption across export quota, Copilot requests, transfer, storage, and warehouse work. Clari Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Analyze and optimize Clari integration consumption across export quota, Copilot requests, transfer, storage, and warehouse work.

When should I use Clari Cost Tuning?

Clari Cost Tuning fits situations like: reducing unnecessary runs; with: reduce Clari cost; budget Clari exports; tune Clari retention.

How do I install Clari Cost Tuning in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill clari-cost-tuning -a claude-code`. Or copy the skill folder (skills/.curated/clari-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/clari-cost-tuning in your project. Claude Code loads it when a task matches its description.

How do I install Clari Cost Tuning in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill clari-cost-tuning -a codex`. Or copy the skill folder (skills/.curated/clari-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/clari-cost-tuning in your project. Codex loads it when a task matches its description.

Can I use Clari 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 clari-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/clari-cost-tuning, .gemini/skills/clari-cost-tuning, .github/skills/clari-cost-tuning and .opencode/skills/clari-cost-tuning in your project.

What does Clari Cost Tuning need to run?

SKILL.md names no scripts, command-line tools or credentials: Clari Cost Tuning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Write, Edit. Compatibility (from SKILL.md): Requires workload inventory, organization limit evidence, destination usage metrics, and an approved freshness and retention policy..

Does Clari Cost Tuning access the network?

SKILL.md names 2 domains. As links in the text: developer.clari.com and api-doc.copilot.clari.com. This is read from the text; nothing was executed.

Is Clari 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 Clari Cost Tuning use?

Clari 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 Clari Cost Tuning use?

About 1k tokens (SKILL.md is roughly 4.1k 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 489 tokens, read only when the agent opens those files.

What are the alternatives to Clari Cost Tuning?

Skills that share tags, products or a category with Clari Cost Tuning: Cost Optimize (ruvnet/ruflo, 74k stars), Cost Export (ruvnet/ruflo, 74k stars), Gke Cost Optimization (google/skills, 21k stars) and Cloud Cost Optimization (wshobson/agents, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Clari 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.