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.
/plugin marketplace add choiyounggi/dev-loop/plugin install dev-loopWrote 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.
[](https://agentmods.dev/skills/choiyounggi/dev-loop/graph-setup)<a href="https://agentmods.dev/skills/choiyounggi/dev-loop/graph-setup"><img src="https://agentmods.dev/badge/skills/choiyounggi/dev-loop/graph-setup/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.
<a href="https://agentmods.dev/skills/choiyounggi/dev-loop/graph-setup"><img src="https://agentmods.dev/badge/skills/choiyounggi/dev-loop/graph-setup.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00106 | $0.01247 |
| Opus 5.5 | $0.00042 | $0.00499 |
| Sonnet 5.5 | $0.00021 | $0.00249 |
| Haiku 4.5 | $0.00011 | $0.00125 |
Grade A, and why
graph-setup scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 110 lines — stays where its author put it; the contents beside it link to each section on GitHub.
graph-setup — onboard a workspace onto the graphify code graph
Every install and every build in this skill runs only after the user said yes
to an explicit AskUserQuestion. Nothing here runs from a SessionStart hook —
hooks/graph-nudge.sh only reports; this skill is the only place that builds
or installs.
Steps
Step 1 — detect graphify
Run command -v graphify.
-
Found → continue to Step 2.
-
Absent → ask with
AskUserQuestion:- Option 1: "Install with pipx (Recommended)" — runs the exact command
pipx install graphifyy(the PyPI package name isgraphifyy, notgraphify— state this to the user). - Option 2: "Skip — stop here"
On yes, run
pipx install graphifyy </dev/null > "$tmp" 2>&1and show the tail of$tmp. On no, stop here — nothing else in this skill runs. - Option 1: "Install with pipx (Recommended)" — runs the exact command
Step 2 — configure the workspace
Run sh ${CLAUDE_PLUGIN_ROOT}/scripts/resolve-tools.sh --role workspace.
-
Already has
roots? Use them as-is. -
Unset (
{"kind":"default"})? Ask the user for the root directory path(s) and the scope, same choice as/dev-loop:configure:- Global (all projects):
~/.claude/dev-loop/tools.json - Per-repo (committed, team-shared):
<repo>/.dev-loop/tools.json
Write the key into that file (create it as
{}first if it does not exist yet):jq '. + {workspace: {roots: $r, depth: 2, exclude: ["node_modules","graphify-out"]}}' - Global (all projects):
Step 3 — show status
Run, with the configured depth/exclude/roots:
sh ${CLAUDE_PLUGIN_ROOT}/scripts/graph-workspace.sh --status --depth <n> [--exclude <glob>]... -- <root>...
Print every returned line verbatim as a table: repo, freshness, hooks.
Step 4 — build absent graphs
Collect every repo Step 3 reported absent. If there are none, skip to
Step 5. Otherwise, before asking, brief the user with this sentence
verbatim:
graphify update is AST-only (no LLM) and preserves semantic nodes from an earlier full run while replacing only code nodes, so the result is not identical to a full /graphify build.
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.
- 1mo ago First seen · 110 lines · 106 tokens per session scan A 2531317e17a4
graph-setup is a skill published in the GitHub repository choiyounggi/dev-loop (6 stars, last pushed today), licensed MIT. It adds 106 tokens to every session and 1,247 once invoked, about $0.0004 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 2026-09-17.
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