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 seppaleinen/flux-topology-mcp --skill flux-topologygit clone --depth 1 https://github.com/seppaleinen/flux-topology-mcpWrote 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/seppaleinen/flux-topology-mcp/flux-topology)<a href="https://agentmods.dev/skills/seppaleinen/flux-topology-mcp/flux-topology"><img src="https://agentmods.dev/badge/skills/seppaleinen/flux-topology-mcp/flux-topology/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/seppaleinen/flux-topology-mcp/flux-topology"><img src="https://agentmods.dev/badge/skills/seppaleinen/flux-topology-mcp/flux-topology.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 | $0.00031 | $0.00704 |
| Opus 5.5 | $0.00012 | $0.00282 |
| Sonnet 5.5 | $0.00006 | $0.00141 |
| Haiku 4.5 | $0.00003 | $0.00070 |
Grade A, and why
flux-topology 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 — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.
flux-topology
A CLI + skill that builds a dependency and topology graph of a FluxCD GitOps repository by static analysis.
When to use
- Debugging or exploring a FluxCD/Kubernetes GitOps repo
- Understanding blast radius before deleting or modifying an app
- Finding all references to a shared resource (Helm chart, image, config)
- Onboarding to an unfamiliar Flux repository
- Reviewing topology changes in a PR
Prerequisites
pip install flux-topology
npx skills add seppaleinen/flux-topology-mcp # this skill
No MCP server is required — flux-topology is a plain CLI.
READ FIRST (no binary needed)
Prefer the cache files directly — they are greppable and cheap:
.fluxtop/apps/*.md— one human-readable markdown card per App (workloads, services, ingress hosts, depends-on/referenced-by, warnings). Grep or open these for per-app detail..fluxtop/wiring.json— the machine-readable graph. Use targetedjqqueries (e.g.jq '.apps[].id' .fluxtop/wiring.json) as needed. NEVER dump the whole file — it is large and expensive.
Computed queries (binary)
Use the CLI only for queries that need computation over the whole graph:
| Command | Purpose |
|---|---|
flux-topology map |
Overview: domains, hub apps by edge count, warnings |
flux-topology trace <app> |
BFS blast radius with typed edges |
flux-topology find-refs <pattern> |
Regex search for references across all apps |
flux-topology app-card <app> |
Full card for one app |
flux-topology check-freshness |
Check if the cache is fresh/stale/absent (never rebuilds) |
Trace options: --direction out|in|both (default out) and --depth N
(default 5). All commands accept [dir] (default .) and --json for
machine-readable output.
Build on change
flux-topology build [dir] [--force]
Run build when the repo was moved, after YAML changes, or when a STALE
notice appears. Query commands auto-build only when there is no cache at
all; a STALE cache is surfaced as a notice with exit code 1 — rebuild
before trusting the results.
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 Changed · +12 lines 943238561a88
- 2mo ago First seen · 65 lines · 31 tokens per session scan A 15157b75947f
flux-topology is a skill published in the GitHub repository seppaleinen/flux-topology-mcp (0 stars, last pushed 5d ago), licensed MIT. It adds 31 tokens to every session and 704 once invoked, about $0.0001 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.
flux-topology compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| flux-topologyseppaleinen/flux-topology-mcp | Skill | 0 | 5d ago | MIT | A | 31 | Claude Code, Codex |
| gke-compute-classesgoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 83 | Claude Code, Codex |
| gke-reliabilitygoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 85 | Claude Code, Codex |
| gke-workload-securitygoogle/skills | Skill | 22k | yesterday | Apache-2.0 | A | 171 | Claude Code, Codex |
| cloud-architectJeffallan/claude-skills | Skill | 12k | 7d ago | MIT | A | 71 | Claude Code |
| nemo-automodel-launcher-configNVIDIA/skills | Skill | 3.9k | yesterday | Apache-2.0 | A | 30 | Claude Code |
| azure-mgmt-botservice-dotnetmicrosoft/skills | Skill | 3.2k | yesterday | MIT | A | 78 | Claude Code |