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 automateyournetwork/netclaw --skill topolograph-igp-analysisgit clone --depth 1 https://github.com/automateyournetwork/netclawWrote 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/automateyournetwork/netclaw/topolograph-igp-analysis)<a href="https://agentmods.dev/skills/automateyournetwork/netclaw/topolograph-igp-analysis"><img src="https://agentmods.dev/badge/skills/automateyournetwork/netclaw/topolograph-igp-analysis/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/automateyournetwork/netclaw/topolograph-igp-analysis"><img src="https://agentmods.dev/badge/skills/automateyournetwork/netclaw/topolograph-igp-analysis.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 | $0.00100 | $0.01307 |
| Opus 5 | $0.00050 | $0.00654 |
| Sonnet 5 | $0.00020 | $0.00261 |
| Haiku 4.5 | $0.00010 | $0.00131 |
Grade A, and why
topolograph-igp-analysis 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 — 97 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Topolograph IGP Topology Analysis
Every device-facing routing skill NetClaw has — pyats-routing,
pyats-junos-routing, multivendor-device-query — reads one live device's
RIB and LSDB. This one reasons over the whole area's link-state database
at once, from a graph Topolograph already built, and can simulate a change
without touching anything.
It answers "what does the IGP think the topology is, and what would it do if X failed?" — not "what is on this router right now."
Remote, read-only
topolograph-mcp is a remote HTTP MCP registered in config/openclaw.json.
There is no local server. It fronts your own Topolograph instance
(TOPOLOGRAPH_MCP_URL, default https://topolograph.com/mcp), bearer
TOPOLOGRAPH_API_TOKEN.
The server runs with TOPOLOGRAPH_MCP_READ_ONLY=true: mutation tools
(upload_graph, add_lsp, update_lsp, delete_lsp) are absent from
tools/list and cannot be called. Do not try to reach them — a topology
change belongs in the device-write path, gated, not here.
Client-side allowlist
The tool filter is enforced with the DefenseClaw CLI, not a config block:
defenseclaw tool allow topolograph-mcp get_all_graphs
defenseclaw tool allow topolograph-mcp get_graph_by_time
defenseclaw tool allow topolograph-mcp get_network_by_graph_time
defenseclaw tool allow topolograph-mcp get_graph_status
defenseclaw tool allow topolograph-mcp get_network_events
defenseclaw tool allow topolograph-mcp get_adjacency_events
defenseclaw tool allow topolograph-mcp get_events_timeline
defenseclaw tool allow topolograph-mcp get_nodes
defenseclaw tool allow topolograph-mcp get_edges
defenseclaw tool allow topolograph-mcp get_lsps
defenseclaw tool allow topolograph-mcp get_shortest_path
defenseclaw tool allow topolograph-mcp get_cspf_path
defenseclaw tool allow topolograph-mcp get_edge_failure_reaction
defenseclaw tool block topolograph-mcp upload_graph
defenseclaw tool block topolograph-mcp add_lsp
defenseclaw tool block topolograph-mcp update_lsp
defenseclaw tool block topolograph-mcp delete_lsp
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 · 97 lines · 100 tokens per session scan A 66087c30fbac
topolograph-igp-analysis is a skill published in the GitHub repository automateyournetwork/netclaw (657 stars, last pushed 6d ago), licensed Apache-2.0. It adds 100 tokens to every session and 1,307 once invoked, about $0.0005 per session on Opus 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 2026-09-07.
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