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.
npx skills add James-Chahwan/repo-graph --skill glia-tracegit clone --depth 1 https://github.com/James-Chahwan/repo-graphWrote 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/james-chahwan/repo-graph/glia-trace)<a href="https://agentmods.dev/skills/james-chahwan/repo-graph/glia-trace"><img src="https://agentmods.dev/badge/skills/james-chahwan/repo-graph/glia-trace/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/james-chahwan/repo-graph/glia-trace"><img src="https://agentmods.dev/badge/skills/james-chahwan/repo-graph/glia-trace.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 | $0.00065 | $0.00806 |
| Opus 5.5 | $0.00026 | $0.00322 |
| Sonnet 5.5 | $0.00013 | $0.00161 |
| Haiku 4.5 | $0.00006 | $0.00081 |
Grade A, and why
glia-trace 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 5d 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 — 31 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Trace a feature across the stack
Connect code across modules and across the front/back boundary in one call, instead of grepping both sides and guessing the link.
Transports
Use whichever is available, in this order: the repo-graph MCP tools when loaded (mcp__repo-graph__<tool>, or mcp__plugin_repo-graph_repo-graph__<tool> from the Claude Code plugin; they may be deferred, so search your tool list first); the glia CLI when on PATH; else uvx --from glia-cli glia <command> .. (no install; the first run downloads the wheel); else uvx mcp-repo-graph <verb>. The MCP tools and uvx mcp-repo-graph print the same text; the glia CLI answers the same question with --json rows (file, line, tier). Run any of them at the repo root (. below).
| Want | MCP tool call | glia CLI | uvx mcp-repo-graph |
|---|---|---|---|
| A feature end to end | trace from_node=<feature> |
glia trace . <feature> --json |
uvx mcp-repo-graph trace "<feature>" |
| The path from A to B | trace from_node=<a> to_node=<b> |
glia trace . <a> --to <b> --json |
uvx mcp-repo-graph trace "<a>" "<b>" |
| Why A and B are joined, edge by edge | glia why . <a> <b> --json |
||
| Every entry point and where it goes | orient |
glia flows . --json |
uvx mcp-repo-graph orient |
Steps
- One argument traces a feature: a keyword, a route (
GET /api/users) or an entry point fromglia flows . --json. You get ranked distinct paths from the entry through the stack, each hop labelled with its mechanism (CALLS,HTTP_CALLS,HANDLED_BY, queue, event, data access), with cross-service hops counted.--depth(default 6) caps the hops and--max-paths(default 10) the paths:glia trace . checkout --depth 8 --json. - Two names give the paths between them:
glia trace . <a> --to <b> --json. Not sure of the names?glia find . <word> --jsonfirst and use the qnames. - To see why one hop exists,
glia why . <a> <b> --jsonprints the edge's evidence: its tier, the rule that made it and the site (file,line) it was read at. - Report the path file by file, with
file:linefor each hop.
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.
- 5d ago First seen · 31 lines · 65 tokens per session scan A 4d93a431b413
glia-trace is a skill published in the GitHub repository James-Chahwan/repo-graph (55 stars, last pushed 3d ago), licensed MIT. It adds 65 tokens to every session and 806 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 2026-11-02.
glia-trace compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| glia-traceJames-Chahwan/repo-graph | Skill | 55 | 3d ago | MIT | A | 65 | Claude Code |
| systematic-debuggingopen-metadata/OpenMetadata | Skill | 16k | yesterday | Apache-2.0 | A | 37 | Claude Code |
| log-error-digestzebbern/claude-code-guide | Skill | 4.7k | 3d ago | MIT | A | 71 | Claude Code, Codex |
| cwv-optimizeradobe/skills | Skill | 319 | yesterday | Apache-2.0 | A | 112 | Claude Code |
| ci-fixersipyourdrink-ltd/bernstein | Skill | 1.2k | yesterday | Apache-2.0 | A | 15 | Claude Code, Codex |
| incident-response-incident-responsermyndharis/antigravity-skills | Skill | 1.9k | 23d ago | MIT | A | 36 | Claude Code |
| triaging-web-analytics-supportPostHog/posthog | Skill | 41k | yesterday | none | A | 151 | Claude Code, Codex |