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Optimize Fathom API usage and plan selection. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Install Fathom Cost Tuning
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill fathom-cost-tuning -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace fathom-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/fathom-cost-tuning .claude/skills/fathom-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 "fathom-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/fathom-cost-tuning into .claude/skills/fathom-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fathom-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/fathom-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 fathom-cost-tuning -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace fathom-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/fathom-cost-tuning .agents/skills/fathom-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 "fathom-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/fathom-cost-tuning into .agents/skills/fathom-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fathom-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 fathom-cost-tuning -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace fathom-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/fathom-cost-tuning .cursor/skills/fathom-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 "fathom-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/fathom-cost-tuning into .cursor/skills/fathom-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fathom-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/fathom-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 fathom-cost-tuning -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace fathom-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/fathom-cost-tuning .gemini/skills/fathom-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 "fathom-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/fathom-cost-tuning into .gemini/skills/fathom-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fathom-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 fathom-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 fathom-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/fathom-cost-tuning .github/skills/fathom-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 "fathom-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/fathom-cost-tuning into .github/skills/fathom-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fathom-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 fathom-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 fathom-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/fathom-cost-tuning .opencode/skills/fathom-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 "fathom-cost-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/fathom-cost-tuning into .opencode/skills/fathom-cost-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "fathom-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
fathom-cost-tuning- GitHub stars
- 2.8k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 405 words
- Files
- 1
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Optimize Fathom API usage and plan selection. An agent skill from jeremylongshore/tons-of-skills-marketplace.
- Works in 3 steps: Measure aggregate meeting volume,… → Change one reversible setting and… → Retain the change only after owner…
- With phrases like fathom cost
- SKILL.md covers Prerequisites, Instructions, Output and Examples, plus 8 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Fathom Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize Fathom API usage and plan selection. Trigger with phrases like "fathom cost", "fathom pricing", "fathom plan".
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts. Compatibility notes: Designed for Claude Code
It sits in Sales & Support. 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
- With phrases like fathom cost
Example prompts
- “fathom cost”
- “fathom pricing”
- “fathom plan”
- “/fathom-cost-tuning”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Grep
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Measure aggregate meeting volume, processing, sync/follow-up behavior, errors, and cost by approved scope.
- Change one reversible setting and compare against the baseline and consent/delivery safeguards.
- Retain the change only after owner approval; restore the prior setting on regression.
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:
ReadGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).
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):
fathom.videodocs.fathom.video
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
Fathom Cost Tuning loads about 1.3k tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 405 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). 405 words, ~1,322 tokens.
Download SKILL.mdSave it as
.claude/skills/fathom-cost-tuning/SKILL.md (or your agent's skills folder).- name
- fathom-cost-tuning
- description
- Optimize Fathom API usage and plan selection. Trigger with phrases like "fathom cost", "fathom pricing", "fathom plan".
- allowed-tools
- Read, Grep
- compatibility
- Designed for Claude Code
- version
- 1.6.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, meeting-intelligence, ai-notes, fathom
Fathom Cost Tuning
Prerequisites
- An aggregate usage/cost baseline, budget owner, recording/consent policy, quality/delivery SLO, and synthetic evaluation fixture.
Instructions
- Measure aggregate meeting volume, processing, sync/follow-up behavior, errors, and cost by approved scope.
- Change one reversible setting and compare against the baseline and consent/delivery safeguards.
- Retain the change only after owner approval; restore the prior setting on regression.
Output
- A measured cost decision with owner, data/consent/delivery guardrails, and rollback threshold.
Examples
Evaluate a development workflow with synthetic meeting metadata, reduce duplicate processing or unnecessary integration calls, and compare aggregate cost/latency/error metrics. Revert on quality, consent, or CRM-sync regression; do not disable audit, retention, or access controls to save cost.
Overview
Fathom pricing scales with per-seat licensing for team features, with primary cost drivers being transcript storage volume and recording hours consumed. Every meeting generates a transcript and AI summary that persist in storage. For organizations running dozens of meetings daily, unchecked transcript accumulation and redundant API polling for meeting data create unnecessary spend. Optimizing retrieval patterns and storage lifecycle directly reduces both API costs and plan overhead.
Cost Breakdown
| Component | Cost Driver | Optimization |
|---|---|---|
| Seat licenses | Per-user/month for Team plan | Audit active seats quarterly; remove inactive users |
| Transcript storage | Accumulated meeting transcripts | Archive transcripts older than 90 days to local storage |
| Recording hours | Meeting duration across all users | Disable recording for standup/informal meetings |
| API polling | Repeated list/get calls for meeting data | Use webhooks for push notifications instead of polling |
| CRM sync events | Per-meeting sync to Salesforce/HubSpot | Batch CRM writes; skip internal-only meetings |
Show full SKILL.md (152 more words)Show less
API Call Reduction
class FathomTranscriptCache {
private cache = new Map<string, { transcript: string; summary: string }>();
async getTranscript(meetingId: string, apiFn: () => Promise<any>): Promise<any> {
// Transcripts are immutable after generation — cache permanently
if (this.cache.has(meetingId)) return this.cache.get(meetingId);
const result = await apiFn();
this.cache.set(meetingId, result);
return result;
}
async listMeetings(params: { include_summary: boolean }): Promise<any[]> {
// Always use include_summary=true to avoid N+1 calls
// Fetches summaries inline with the list response
const response = await fetch('/api/meetings?include_summary=true');
return response.json();
}
}Usage Monitoring
class FathomUsageTracker {
private apiCalls = 0;
private readonly rateLimit = 60; // 60 req/min
private windowStart = Date.now();
async throttledCall<T>(fn: () => Promise<T>): Promise<T> {
if (Date.now() - this.windowStart > 60_000) {
this.apiCalls = 0;
this.windowStart = Date.now();
}
if (this.apiCalls >= this.rateLimit) {
const waitMs = 60_000 - (Date.now() - this.windowStart);
await new Promise(r => setTimeout(r, waitMs));
this.apiCalls = 0;
this.windowStart = Date.now();
}
this.apiCalls++;
return fn();
}
getUsageReport(): { callsThisMinute: number; remainingCapacity: number } {
return { callsThisMinute: this.apiCalls, remainingCapacity: this.rateLimit - this.apiCalls };
}
}Cost Optimization Checklist
- Use webhooks for meeting completion events instead of polling
- Always pass
include_summary=truein list requests to avoid extra calls - Cache transcripts permanently — they never change after generation
- Batch API processing within the 60 req/min rate limit
- Audit team seats quarterly and remove inactive users
- Archive transcripts older than 90 days to reduce storage costs
- Disable auto-recording for informal or standup meetings
- Skip CRM sync for internal-only meetings
Error Handling
| Issue | Cause | Fix |
|---|---|---|
| 429 rate limit hit | Exceeding 60 req/min | Implement throttling with sliding window |
| Duplicate transcript fetches | Multiple services requesting same meeting | Centralize through shared cache |
| Stale meeting list | Polling on long intervals | Switch to webhook-driven updates |
| CRM sync failures | Batch too large or network timeout | Chunk CRM writes into batches of 10 |
| Storage costs climbing | No transcript lifecycle policy | Implement 90-day archive-to-local policy |
Resources
Next Steps
See fathom-performance-tuning.
© 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
Just SKILL.md in skills/.curated/fathom-cost-tuning of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Compare with similar skills
Fathom 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 |
|---|---|---|---|---|---|---|
| Fathom Cost Tuning this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Cold Outbound Optimizerericosiu/ai-marketing-skills | 3.6k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Doc Coauthoringaws-samples/sample-strands-agent-with-agentcore | 195 | 40 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Amazon Buy Box Monitorbrowser-act/skills | 6.1k | 1 repos | ~1.6k | Automated safety check: Pass | MIT | |
| Review Analysisliangdabiao/amazon-sorftime-research-MCP-skill | 959 | 1 repos | ~2.5k | Automated safety check: Pass | None | |
| Deskcomm Extensaomelgarafael/DeskcommCRM | 4.5k | — | ~2.7k | Automated safety check: Pass | MIT |
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Questions about Fathom Cost Tuning
What does Fathom Cost Tuning do?
Optimize Fathom API usage and plan selection. An agent skill from jeremylongshore/tons-of-skills-marketplace. Fathom Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize Fathom API usage and plan selection.
When should I use Fathom Cost Tuning?
Fathom Cost Tuning fits situations like: with phrases like fathom cost.
How do I install Fathom Cost Tuning in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill fathom-cost-tuning -a claude-code`. Or copy the skill folder (skills/.curated/fathom-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/fathom-cost-tuning in your project. Claude Code loads it when a task matches its description.
How do I install Fathom Cost Tuning in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill fathom-cost-tuning -a codex`. Or copy the skill folder (skills/.curated/fathom-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/fathom-cost-tuning in your project. Codex loads it when a task matches its description.
Can I use Fathom 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 fathom-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/fathom-cost-tuning, .gemini/skills/fathom-cost-tuning, .github/skills/fathom-cost-tuning and .opencode/skills/fathom-cost-tuning in your project.
What does Fathom Cost Tuning need to run?
SKILL.md names no scripts, command-line tools or credentials: Fathom Cost Tuning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep. Compatibility (from SKILL.md): Designed for Claude Code.
Does Fathom Cost Tuning access the network?
SKILL.md names 2 domains. As links in the text: fathom.video and docs.fathom.video. This is read from the text; nothing was executed.
Is Fathom 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 Fathom Cost Tuning use?
Fathom 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 Fathom Cost Tuning use?
About 1.3k tokens (SKILL.md is roughly 5.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Fathom Cost Tuning?
Skills that share tags, products or a category with Fathom Cost Tuning: Cold Outbound Optimizer (ericosiu/ai-marketing-skills, 3.6k stars), Doc Coauthoring (aws-samples/sample-strands-agent-with-agentcore, 195 stars), Amazon Buy Box Monitor (browser-act/skills, 6.1k stars) and Review Analysis (liangdabiao/amazon-sorftime-research-MCP-skill, 959 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Fathom 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.