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-impactgit 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-impact)<a href="https://agentmods.dev/skills/james-chahwan/repo-graph/glia-impact"><img src="https://agentmods.dev/badge/skills/james-chahwan/repo-graph/glia-impact/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-impact"><img src="https://agentmods.dev/badge/skills/james-chahwan/repo-graph/glia-impact.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 | $0.00072 | $0.00960 |
| Opus 5.5 | $0.00029 | $0.00384 |
| Sonnet 5.5 | $0.00014 | $0.00192 |
| Haiku 4.5 | $0.00007 | $0.00096 |
Grade A, and why
glia-impact 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 — 33 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Impact before a change
Know what a change touches before you make it, including the callers grep can't link: other files, other languages, the other side of an HTTP or queue boundary.
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 |
|---|---|---|---|
| Both directions, 4 hops | impact nodes=<node> |
glia blast-radius . <node> --json |
uvx mcp-repo-graph impact "<node>" |
| Who calls or depends on it (upstream) | impact nodes=<node> direction=backward |
glia blast-radius . <node> --direction backward --json |
uvx mcp-repo-graph impact "<node>" --direction backward |
| Direct neighbours only | impact nodes=<node> depth=1 |
glia blast-radius . <node> --depth 1 --json |
uvx mcp-repo-graph impact "<node>" --depth 1 |
| The uncommitted change | impact nodes=<a>,<b>,<c> |
glia diff-impact . --json |
uvx mcp-repo-graph impact "<a>,<b>,<c>" |
| A PR, as one report | glia review . --base main --title "<PR title>" --json |
||
| Who implements X, who serves a route | glia implementors . <node> --json, glia serves . "GET /api/orders" --json |
Steps
- Run it before you edit. Seed it with a name or qname; don't know it yet? Get it from the graph, not grep:
glia find . <word> --json. Several seeds are one walk and one ranking. - Read the rows. They're ranked by relevance to the seeds (the
fileslist ranks the files, co-change first whenglia history sync .has run), and each hasfile,line, areasonsaying why it's in scope (CALLS,HTTP_CALLS,HANDLED_BY...) and its depth.live: false(⊘) means no entry point reaches the node, so it's likely dead;--live-onlydrops those. - For a change, skip the seeds:
glia diff-impact . --jsonreads the uncommitted diff (--base mainfor a branch). For a PR,glia review . --base main --title "<PR title>" --jsonadds the tests to run, the edges by tier, new rule violations and the files the title's ids route to. - Report what's affected by tier (entry, service, handler, data). Call out what grep would miss: transitive dependents, callers in another file or service, and anything marked
⊘.
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 · 33 lines · 72 tokens per session scan A dfff65d61b0f
glia-impact is a skill published in the GitHub repository James-Chahwan/repo-graph (55 stars, last pushed 3d ago), licensed MIT. It adds 72 tokens to every session and 960 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-impact compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| glia-impactJames-Chahwan/repo-graph | Skill | 55 | 3d ago | MIT | A | 72 | Claude Code |
| autoreviewopenclaw/clawhub | Skill | 9.5k | yesterday | MIT | A | 17 | Claude Code, Codex |
| agent-teams-simplify-and-hardenLeoYeAI/openclaw-master-skills | Skill | 2.2k | 6d ago | MIT | A | 115 | Claude Code, Codex |
| omh-code-reviewrlaope/oh-my-hermes | Skill | 5.2k | yesterday | MIT | A | 48 | Claude Code, Codex |
| revdiff-planumputun/revdiff | Skill | 945 | yesterday | MIT | A | 84 | Claude Code |
| explore-unknownsdzhng/skills | Skill | 1.4k | 2d ago | MIT | A | 162 | Claude Code, Codex |
| re0-mergeLilMGenius/paperthin | Skill | 1.4k | 4d ago | MIT | A | 70 | Claude Code |