Cloud Cost Optimization
wshobson/agents
Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.
Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments).
$ npx skills add benchflow-ai/skillsbench --skill azure-bgp -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install benchflow-ai/skillsbench azure-bgp --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .claude/skills && cp -r skills-src/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp .claude/skills/azure-bgp && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "azure-bgp" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp into .claude/skills/azure-bgp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-bgp", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/benchflow-ai/skillsbench/tree/main/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgpType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add benchflow-ai/skillsbench --skill azure-bgp -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install benchflow-ai/skillsbench azure-bgp --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .agents/skills && cp -r skills-src/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp .agents/skills/azure-bgp && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "azure-bgp" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp into .agents/skills/azure-bgp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-bgp", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add benchflow-ai/skillsbench --skill azure-bgp -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install benchflow-ai/skillsbench azure-bgp --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp .cursor/skills/azure-bgp && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "azure-bgp" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp into .cursor/skills/azure-bgp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-bgp", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/benchflow-ai/skillsbench.git --path tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add benchflow-ai/skillsbench --skill azure-bgp -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install benchflow-ai/skillsbench azure-bgp --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp .gemini/skills/azure-bgp && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "azure-bgp" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp into .gemini/skills/azure-bgp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-bgp", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install benchflow-ai/skillsbench azure-bgpInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add benchflow-ai/skillsbench --skill azure-bgp -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .github/skills && cp -r skills-src/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp .github/skills/azure-bgp && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "azure-bgp" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp into .github/skills/azure-bgp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-bgp", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add benchflow-ai/skillsbench --skill azure-bgp -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install benchflow-ai/skillsbench azure-bgp --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/benchflow-ai/skillsbench.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp .opencode/skills/azure-bgp && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "azure-bgp" agent skill from https://github.com/benchflow-ai/skillsbench/tree/main/tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp into .opencode/skills/azure-bgp/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "azure-bgp", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
azure-bgpAnalyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments).
Azure Bgp is an agent skill from benchflow-ai/skillsbench. Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments). Detect preference cycles, identify valley-free violations, and propose allowed policy-level mitigations while rejecting prohibited fixes.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud. It works with Microsoft Azure. The repository describes itself as: SkillsBench evaluates how well skills work and how effective agents are at using them. The licence is Apache-2.0.
3 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 9a1f4dd. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are python).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Azure Bgp loads about 2.4k tokens when it runs. Until then it costs about 75 tokens; SKILL.md has 1,189 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from benchflow-ai/skillsbench at commit 9a1f4dd, republished under its Apache-2.0 licence (© benchflow-ai). 1,189 words, ~2,436 tokens.
.claude/skills/azure-bgp/SKILL.md (or your agent's skills folder).Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments).
This skill trains an agent to:
The focus is cloud-correct reasoning, not on-prem router manipulation.
Use this skill when a task involves:
An agent must internalize these constraints before reasoning:
Any solution violating these rules is invalid.
Tasks using this skill typically provide small JSON files:
| File | Meaning |
|---|---|
topology.json | Directed BGP adjacency graph |
relationships.json | Economic relationship per edge (provider, customer, peer) |
preferences.json | Per-ASN preferred next hop (may cause oscillation) |
route.json | Prefix and origin ASN |
route_leaks.json | Evidence of invalid propagation |
possible_solutions.json | Candidate fixes to classify |
topology.jsonprovider(A→B) ⇔ customer(B→A)peer must be symmetricDefinition
BGP oscillation exists if ASes form a preference cycle, often between peers.
Detection Rule
ASN → preferred next-hop ASNExample pseudocode:
pref = {asn: prefer_via_asn, ...}
def find_cycle(start):
path = []
seen = {}
cur = start
while cur in pref:
if cur in seen:
return path[seen[cur]:] # cycle found
seen[cur] = len(path)
path.append(cur)
cur = pref[cur]
return NoneValley-Free Rule
| Learned from | May export to |
|---|---|
| Customer | Anyone |
| Peer | Customers only |
| Provider | Customers only |
Leak Conditions
A route leak exists if either is true:
Applies to:
Why it works:
For oscillation:
For route leaks:
Agent reasoning: If routing intent is available, recommend it first.
For oscillation:
Example: If vhubvnet1 (ASN 65002) filters routes learned from vhubvnet2 (ASN 65003) before re-advertising, vhubvnet2 stops receiving routes via vhubvnet1, breaking the oscillation cycle.
For route leaks:
no-export) where applicableLimitation: Does not control forwarding if multiple valid paths remain.
Applies to:
Purpose: Authoritative, static routing mechanism in Azure that explicitly defines the next hop for network traffic based on destination IP prefixes, overriding Azure system routes and BGP-learned routes.
Routing Behavior: Enforces deterministic forwarding independent of BGP decision processes. UDRs operate at the data plane layer and take precedence over dynamic BGP routes.
For oscillation:
For route leaks:
Use when:
Trade-off: UDR is a data-plane fix that "masks" the control-plane issue. BGP may continue to have problems, but forwarding is stabilized. Prefer policy fixes (routing intent, export controls) when available for cleaner architecture.
These solutions are always invalid:
| Proposed Fix | Reason |
|---|---|
| Disable BGP | Not customer-controllable |
| Disable peering | prohibited operation and cannot solve the issue |
| Shutdown gateways | Breaks SLA / shared control plane |
| Restart devices | Resets symptoms only |
Required explanation:
Cloud providers separate policy control from connectivity existence to protect shared infrastructure and SLAs.
Why these are not allowed in Azure:
BGP sessions and peering connections in Azure (Virtual WAN, ExpressRoute, VPN Gateway) cannot be administratively shut down or disabled by customers. This is a fundamental architectural constraint:
Correct approach: Fix BGP issues through policy changes (route filters, preferences, export controls, communities) rather than disabling connectivity.
All are false.
A correct solution should:
© benchflow-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp of benchflow-ai/skillsbench.
Open the folder on GitHubat commit 9a1f4dd
Azure Bgp next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Azure Bgp this skillbenchflow-ai/skillsbench | 1.8k | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | |
| Cloud Cost Optimizationwshobson/agents | 40k | 14 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Terravision Cloud Diagramspatrickchugh/terravision | 1.6k | — | ~5.6k | Automated safety check: Notes | AGPL-3.0-only | |
| Thesvgglincker/thesvg | 2.8k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Azure PricingAzure/Copilot-Studio-and-Azure | 110 | 2 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Azure Architecture Autopilotgithub/awesome-copilot | 40k | 1 repos | ~1.9k | Automated safety check: Pass | MIT |
wshobson/agents
Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.
patrickchugh/terravision
Draw cloud architecture diagrams for AWS, Azure or GCP with the official provider icon sets, using TerraVision.
glincker/thesvg
Fetch brand SVG logos and cloud architecture icons (AWS, Azure, GCP) from theSVG.
Azure/Copilot-Studio-and-Azure
Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption.
github/awesome-copilot
Designs Azure infrastructure from a natural-language description, or diagrams an existing resource group, then refines the design through conversation and deploys it with Bicep.
microsoft/aspire.dev
Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps.
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Works with
Categories
Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments). Azure Bgp is an agent skill from benchflow-ai/skillsbench. Analyze and resolve BGP oscillation and BGP route leaks in Azure Virtual WAN–style hub-and-spoke topologies (and similar cloud-managed BGP environments).
Azure Bgp fits situations like: devOps & Cloud work in your project.
Run `npx skills add benchflow-ai/skillsbench --skill azure-bgp -a claude-code`. Or copy the skill folder (tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp in benchflow-ai/skillsbench) into .claude/skills/azure-bgp in your project. Claude Code loads it when a task matches its description.
Run `npx skills add benchflow-ai/skillsbench --skill azure-bgp -a codex`. Or copy the skill folder (tasks/azure-bgp-oscillation-route-leak/environment/skills/azure-bgp in benchflow-ai/skillsbench) into .agents/skills/azure-bgp in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add benchflow-ai/skillsbench --skill azure-bgp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/azure-bgp, .gemini/skills/azure-bgp, .github/skills/azure-bgp and .opencode/skills/azure-bgp in your project.
SKILL.md names no scripts, command-line tools or credentials: Azure Bgp is instructions for the agent only. Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Azure Bgp is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Azure Bgp: Cloud Cost Optimization (wshobson/agents, 40k stars), Terravision Cloud Diagrams (patrickchugh/terravision, 1.6k stars), Thesvg (glincker/thesvg, 2.8k stars) and Azure Pricing (Azure/Copilot-Studio-and-Azure, 110 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
benchflow-ai (a GitHub organization) maintains it in benchflow-ai/skillsbench, which has 1,834 GitHub stars. The repository holds 189 skills in this directory. The repository was last updated on July 23, 2026.
Source: benchflow-ai/skillsbench on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.