Atlas / Skills / jeremylongshore / Ideogram Observability

Ideogram ObservabilitySAFE

skills/jeremylongshore/ideogram-observability

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
1.11.0
Hosts
1 documented
License
MIT
Stars
2,824
01

Overview

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Read from source at commit 4f83675ca38aOBSERVED · 2026-10-09
02

Host compatibility

What the documentation claims. We have not run a compatibility test.

HostStatusNotes
claude-codementioned
03

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
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
argument-hint: "<service> <slo> <environment>"
version: 1.11.0
license: MIT
author: Jeremy Longshore <[email protected]>
tags: [saas, ideogram, observability]
model: inherit
effort: high
compatibility: "Designed for Claude Code; telemetry must remain content-free"
---
# 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.

## 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](references/official-docs.md) — 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.
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-09 · audit v0.4.1 · source sha 4f83675ca38afull audit observations/trust-audit/skill/jeremylongshore__ideogram-observability.json · Report an issue / request a re-scan
05

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-094f83675ca38aSAFEB89first audit
06

Questions

What does the Ideogram Observability skill do?

Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.

Is Ideogram Observability safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Ideogram Observability access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

Which assistants does Ideogram Observability work with?

Its documentation mentions claude-code. That is what the text claims, not a compatibility test we ran.

How current is this page?

The grade is for one exact copy of the source (4f83675ca38a), read on 2026-10-09. The repository is watched, and a new audit runs when it changes — this is the first audit.

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