A toolkit for uigraph, a map of a user interface's screens and the actions that connect them. It records only transitions supported by source-code analysis or observed application behavior.

Use it to build or review a UI transition graph, compare model proposals with evidence, and run runtime checks of interface behavior.

It prevents guesses about how an interface works from being treated as facts. Proposed transitions remain separate until evidence confirms them.

uigraph — Skill for Claude Code and Codex by kanetran29

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add kanetran29/uigraph --skill kit

Clone the repo

git clone --depth 1 https://github.com/kanetran29/uigraph

Made for: Claude Code, Codex.

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/kanetran29/uigraph/kit/github.svg)](https://agentmods.dev/skills/kanetran29/uigraph/kit)

Your own site

<a href="https://agentmods.dev/skills/kanetran29/uigraph/kit"><img src="https://agentmods.dev/badge/skills/kanetran29/uigraph/kit/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/kanetran29/uigraph/kit"><img src="https://agentmods.dev/badge/skills/kanetran29/uigraph/kit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 44 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 619 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.

Model	Per session	Once invoked
Fable 5.1	$0.00044	$0.00619
Opus 5.5	$0.00018	$0.00248
Sonnet 5.5	$0.00009	$0.00124
Haiku 4.5	$0.00004	$0.00062

Measured 2mo ago against content hash 0e276c79fd11, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

uigraph 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 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (gate.mjs, gate.test.mjs), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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.

kit/SKILL.md · 44 lines

How it starts

The opening of the file, as written. The whole thing — 44 lines — stays where its author put it; the contents beside it link to each section on GitHub.

uigraph agent kit

uigraph is a self-mapping behavioral graph of a UI: screens (nodes) and the transitions between them (edges), extracted statically from the source, enriched by quarantined LLM proposals, and confirmed by runtime observation. The core is model-free — you (the LLM) are a consumer, not part of the trusted base.

The one law you must not break

Read rules/00-golden-invariant.md. In one line: no edge enters the proven graph without a deterministic static or runtime witness. You never write a proven edge. The observation enters the graph, not your guess.

Vocabulary (6 lines)

modality — must (always fires) · may (conditional/guarded) · unknown (dynamic target, undecidable statically). See rules/01-modality.md.
source / provenance — static (extractor) · manual (human overlay) · runtime (observed) · proposal (quarantined lead). See rules/02-provenance.md.
a proposal is a LEAD, not a fact — see rules/03-proposal-is-a-lead.md.

The tools at a glance

Full reference: guides/00-tools.md. Grouped:

Read — get_graph, get_proposals, get_grounding, get_proposal_graph, describe_screen, get_coverage, next_to_verify, get_loop_status
Plan — plan_path, gen_spec, list_scenarios, set_scenario
Mutate — update_graph, propose (Tier-2: submit greedy quarantined hypotheses), report_observation (Tier-3: confirmed requires evidence + reportedBy), reconcile_proposals, withdraw_proposal, mark_unverifiable
Compare — diff

The job you are usually here to do

Drive proposals + uncertain edges to resolution: the reconciliation loop, loop/reconciliation-loop.md. Read state with get_loop_status, verify the worklist, archive what's confirmed, withdraw what's hallucinated, until loopDone.

Reading the app's runtime state

guides/02-reading-state.md (coverage + worklist) and guides/01-verify-flow.md (Tier-3 + authenticated runs).

Read the full file on GitHub · 44 lines

Files

What ships with it

14 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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.

2mo ago First seen · 44 lines · 44 tokens per session scan A 0e276c79fd11

Subscribe to this mod's changes

uigraph is a skill published in the GitHub repository kanetran29/uigraph (5 stars, last pushed 3d ago), licensed MIT. It adds 44 tokens to every session and 619 once invoked, about $0.0002 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 2026-08-31.

E2E testing Frontend ai-agents angular code-graph mcp model-context-protocol

uigraph next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
uigraphkanetran29/uigraph	Skill	5	3d ago	MIT	A	44	Claude Code, Codex
visual-regression-baselinemtarcure/claude-vibe-squad	Skill	228	9d ago	MIT	A	59	Claude Code, Codex
site-preship-reviewmtarcure/claude-vibe-squad	Skill	228	9d ago	MIT	A	62	Claude Code
atf-testingserac-labs/serac	Skill	77	18d ago	Apache-2.0	A	45	Claude Code
gstack-qaKevin-Liu-01/Agent-Machines	Skill	29	15d ago	MIT	A	61	Claude Code, Codex
blazemeter-private-locationsBlazemeter/bzm-mcp	Skill	26	11d ago	Apache-2.0	A	103	Claude Code, Codex
blazemeter-functional-testingBlazemeter/bzm-mcp	Skill	26	11d ago	Apache-2.0	A	124	Claude Code, Codex