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Agent skill

Ideogram Observability

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Instrument Ideogram request, queue, async, safety, storage, latency, and spend signals without logging image content.

MITAuto-check passedDevOps & Cloud

Install Ideogram Observability

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill ideogram-observability -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace ideogram-observability --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/ideogram-observability .claude/skills/ideogram-observability && 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
ideogram-observability
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
487 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Instrument Ideogram request, queue, async, safety, storage, latency, and spend signals without logging image content.

  • Works in 7 steps: Define the user outcome as a safe… → Instrument admission, queue wait and… → Count statuses by endpoint and… → …
  • Building dashboards
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ideogram Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Instrument Ideogram request, queue, async, safety, storage, latency, and spend signals without logging image content. Use when building dashboards, alerts, or SLO evidence. Trigger with "monitor Ideogram", "add Ideogram metrics", or "audit Ideogram telemetry".

Its SKILL.md is about 1.1k 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: Designed for Claude Code; telemetry must remain content-free

It sits in DevOps & Cloud, covering Observability and Site reliability engineering. 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

  • Building dashboards
  • With monitor Ideogram
  • Add Ideogram metrics
  • Audit Ideogram telemetry

Example prompts

  • “monitor Ideogram”
  • “add Ideogram metrics”
  • “audit Ideogram telemetry”
  • “/ideogram-observability”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code; telemetry must remain content-free
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Define the user outcome as a safe approved asset durably stored by its deadline, not merely HTTP 200.
  2. Instrument admission, queue wait and age, in-flight count, upload, generation, webhook, polling, download, validation, storage, review…
  3. Count statuses by endpoint and environment; separate auth, validation, throttling, capacity, safety, expiry, and storage failures.
  4. Track accepted async generations to one terminal state and alert on stuck, duplicate, missing-webhook, or unreconciled records.
  5. Attribute estimated or reconciled spend to useful, unsafe, failed, abandoned, and unstored outcomes.
  6. Build SLO dashboards and actionable alerts with owners, runbook links, burn windows, and content-free exemplars.
  7. Test alert delivery and verify telemetry deletion and access controls.

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
    • Glob
    • 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

    No URLs in SKILL.md.

    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; telemetry must remain content-free

    From compatibility in the SKILL.md frontmatter.

Context cost

Ideogram Observability loads about 1.1k tokens when it runs, and up to ~1.7k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 487 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.7k

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). 487 words, ~1,104 tokens.

Download SKILL.mdSave it as .claude/skills/ideogram-observability/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
ideogram-observability
description
Instrument Ideogram request, queue, async, safety, storage, latency, and spend signals without logging image content. Use when building dashboards, alerts, or SLO evidence. Trigger with "monitor Ideogram", "add Ideogram metrics", or "audit Ideogram telemetry".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Designed for Claude Code; telemetry must remain content-free
argument-hint
<service> <slo> <environment>
version
1.11.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, ideogram, observability
model
inherit
effort
high

Ideogram Observability

Overview

Measure whether accepted image work becomes a safe durable asset within its deadline and budget. Join application request, queue, vendor, webhook or polling, download, storage, and publication stages using opaque identifiers rather than prompts or media.

Prerequisites

  • Service boundaries, SLO, error budget, budget window, owners, and incident thresholds.
  • A data dictionary and cardinality policy for metrics, logs, and traces.
  • Known endpoint, queue, async state, safety, storage, and cleanup transitions.

Current Contract

Useful vendor-facing signals include endpoint family, HTTP status, generation_id, async state, is_image_safe, URL-present boolean, and timing. Default capacity is 10 in-flight requests, while actual account behavior and current pricing must be observed at decision time.

Authentication

Telemetry must record only that server-side Api-Key authentication was configured or rejected. Never capture the header value, prompts, structured prompts, source images, output images, signed URLs, or raw payload bodies.

Instructions

  1. Define the user outcome as a safe approved asset durably stored by its deadline, not merely HTTP 200.
  2. Instrument admission, queue wait and age, in-flight count, upload, generation, webhook, polling, download, validation, storage, review, and cleanup stages.
  3. Count statuses by endpoint and environment; separate auth, validation, throttling, capacity, safety, expiry, and storage failures.
  4. Track accepted async generations to one terminal state and alert on stuck, duplicate, missing-webhook, or unreconciled records.
  5. Attribute estimated or reconciled spend to useful, unsafe, failed, abandoned, and unstored outcomes.
  6. Build SLO dashboards and actionable alerts with owners, runbook links, burn windows, and content-free exemplars.
  7. Test alert delivery and verify telemetry deletion and access controls.

Tool Discipline

Use Read, Glob, and Grep to inspect instrumentation, dashboards, and logs. Use Write and Edit for approved telemetry or runbook changes. Do not query raw customer content, enable body capture, or change production sampling without authority.

Show full SKILL.md (193 more words)Show less

Approval Boundaries

Require review for new labels, retained opaque IDs, cross-tenant joins, sampling, external telemetry export, SLO changes, and production deployment. High-cardinality content fields are prohibited by default.

Error Handling

  • Alert on rising 429 before retry traffic amplifies it.
  • Distinguish unsafe output from transport failure and expired URL from generation failure.
  • Treat missing durable-storage confirmation as incomplete even when the vendor stage succeeded.

Output

Return metric and trace schema, dashboards, alerts, SLO calculation, label-cardinality review, sensitive-field scan, owners, test results, deployment state, and rollback. Exclude content and credentials.

Examples

  • Chart end-to-end durable completion p95 beside vendor generation p95 to expose queue and storage delay.
  • Report outcomes as safe_stored, unsafe, vendor_failed, expired_before_download, and storage_failed.

Validation

Inject each failure class, verify one terminal outcome per request, inspect sample telemetry for content leakage, and fire alerts through the on-call path. Confirm dashboards survive rollback.

Resources

  • Current first-party evidence map — use the dated endpoint, webhook, billing, team, and training links as the contract index for this workflow.
  • Recheck the endpoint-specific page and current OpenAPI description before relying on an enum, limit, beta feature, or lifecycle claim.
  • Record live observations as environment-specific evidence, not as universal vendor guarantees.

© 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/ideogram-observability of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Ideogram Observability 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.

Ideogram Observability compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ideogram Observability this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
Service Mesh Observabilitywshobson/agents40k9 repos~607Automated safety check: PassMIT
Observability2SSK/dot-files247—~676Automated safety check: PassMIT
Monitoring Observabilityahmedasmar/devops-claude-skills203—~3.9kAutomated safety check: PassNone
Prometheus Error Rate Investigatorprometheus/prometheus-mcp121—~592Automated safety check: PassApache-2.0
Error HandlerEliasOulkadi/shokunin114—~3.6kAutomated safety check: NotesMIT

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Categories

Questions about Ideogram Observability

What does Ideogram Observability do?

Instrument Ideogram request, queue, async, safety, storage, latency, and spend signals without logging image content. Ideogram Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Instrument Ideogram request, queue, async, safety, storage, latency, and spend signals without logging image content.

When should I use Ideogram Observability?

Ideogram Observability fits situations like: building dashboards; with monitor Ideogram; add Ideogram metrics; audit Ideogram telemetry.

How do I install Ideogram Observability in Claude Code?

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

How do I install Ideogram Observability in Codex?

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

Can I use Ideogram Observability 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 ideogram-observability -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ideogram-observability, .gemini/skills/ideogram-observability, .github/skills/ideogram-observability and .opencode/skills/ideogram-observability in your project.

What does Ideogram Observability need to run?

SKILL.md names no scripts, command-line tools or credentials: Ideogram Observability is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code; telemetry must remain content-free.

Does Ideogram Observability access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ideogram Observability 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 Ideogram Observability use?

Ideogram Observability 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 Ideogram Observability use?

About 1.1k tokens (SKILL.md is roughly 4.4k 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 622 tokens, read only when the agent opens those files.

What are the alternatives to Ideogram Observability?

Skills that share tags, products or a category with Ideogram Observability: Service Mesh Observability (wshobson/agents, 40k stars), Observability (2SSK/dot-files, 247 stars), Monitoring Observability (ahmedasmar/devops-claude-skills, 203 stars) and Prometheus Error Rate Investigator (prometheus/prometheus-mcp, 121 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ideogram Observability?

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.