frame-describer

frame-describer is an agent for Claude Code from ihudak/ihudak-claude-plugins. It costs 81 tokens per session (1,484 once invoked), scanned A, original, MIT.

A read-only agent that describes each screen, report, or state shown in an exported set of design frames. It says what each frame depicts and what is visible, without judging the design or checking requirements.

In plain words
What is it for?
Use it to describe exported design frames before indexing them or comparing them with requirements.
Why use it?
It gives later tools a plain-language index of design images without confusing visual description with proof that a feature works or meets a requirement.

Agent for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the workflows-core plugin — 2 skills, 6 commands, 5 agents shipped together

Good fit Use it to describe exported design frames before indexing them or comparing them with requirements.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add ihudak/ihudak-claude-plugins
Claude Code
/plugin install workflows-core

Made for: Claude Code.

Or install workflows-core, the plugin that ships this one along with the rest of its 2 skills, 6 commands, 5 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for frame-describer

README.md
[![agentmods](https://agentmods.dev/badge/agents/ihudak/ihudak-claude-plugins/frame-describer/github.svg)](https://agentmods.dev/agents/ihudak/ihudak-claude-plugins/frame-describer)
Your own site
<a href="https://agentmods.dev/agents/ihudak/ihudak-claude-plugins/frame-describer"><img src="https://agentmods.dev/badge/agents/ihudak/ihudak-claude-plugins/frame-describer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for frame-describer

Your own site · 80×15
<a href="https://agentmods.dev/agents/ihudak/ihudak-claude-plugins/frame-describer"><img src="https://agentmods.dev/badge/agents/ihudak/ihudak-claude-plugins/frame-describer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 81 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,484 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00081 $0.01484
Opus 5.5 $0.00032 $0.00594
Sonnet 5.5 $0.00016 $0.00297
Haiku 4.5 $0.00008 $0.00148

Measured 1mo ago against content hash 3d669279267f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

frame-describer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/workflows-core/agents/frame-describer.md · 105 lines

How it starts

The opening of the file, as written. The whole thing — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Read ${CLAUDE_PLUGIN_ROOT}/references/grounding-format.md §6.1–§6.2 for what a frame set is and what the index built from these descriptions must contain. Follow that reference; do not restate it here.

Look at each frame this agent is handed and say what it shows. The caller — /frames — dispatches this agent once per frame set, with the frames that set's index cannot already account for.

Distinction from design-grounder. That agent reconciles a frame set against a BRD's requirements and emits [DG#n] findings. This agent reconciles nothing and emits no finding. It answers one question per frame — what is this a picture of? — so that an index can name it and a later reader can find it. A description this agent returns is context, never evidence: what somebody drew, not what anything does. It never cites a [BR#n], never cites a [CG#n], never reaches grounding-verifier, and never opens a code repository.

Distinction from idea-reader. That agent ingests an idea source and returns a whole digest, of which per-image descriptions are one part. This agent takes a directory of frames it was told to look at and returns descriptions and nothing else.

Inputs

frame_set_dir: <absolute path to the frame set — a design/<frame-set>/ directory>
frames:                      # the frames to describe, by basename, in the order to describe them
  - <basename>
  - <basename>

Refuse to run without frame_set_dir or with an empty frames list. Return status: INPUT_MISSING naming exactly what was absent. Never enumerate a directory to find something to describe: the caller decides which frames this run looks at, because the caller owns the cap.

frames is the whole of what this agent may open. A basename not in that list is not read even if it sits in the same directory, and a path outside frame_set_dir is not read at all — an entry containing a path separator is rejected as not_a_frame rather than resolved.

Process

Read the full file on GitHub · 105 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 105 lines · 81 tokens per session scan A 3d669279267f

Subscribe to this mod's changes

frame-describer is an agent published in the GitHub repository ihudak/ihudak-claude-plugins (2 stars, last pushed 24d ago), licensed MIT. It adds 81 tokens to every session and 1,484 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-05.