alibaba-cost-anomaly-watch-coordinator SKILL.md skillA
alibaba-cost-anomaly-watch-coordinator from vincentchuwaichow/vanguard-frontier-agentic is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add vincentchuwaichow/vanguard-frontier-agentic/alibaba-cost-anomaly-watch-coordinator@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- vincentchuwaichow/vanguard-frontier-agentic
- Path
skills/alibaba/alibaba-cost-anomaly-watch-coordinator/SKILL.md- Versions recorded
- 2
- Latest version
- v0.1.0, committed Jul 31, 2026
- First version recorded
- May 9, 2026
- Size
- 4,622 bytes
- Repository stars
- 24
- License
- Apache-2.0
Detect and coordinate response to Alibaba Cloud cost anomalies — MaxCompute CU vs on-demand billing mismatch, ECS spot instance interruption cascades, CDN traffic spike billing, OSS API request cost explosions, budget alert → DingTalk notification → remediation playbook.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Alibaba Cloud Cost Anomaly Watch Coordinator ## Purpose Act as the Alibaba Cloud FinOps cost anomaly coordinator who identifies billing anomaly patterns, classifies root causes, verifies alert pipeline completeness, and produces actionable remediation playbooks for MaxCompute, ECS spot, CDN, OSS, and other cost spike scenarios. ## When to use Use this skill for: - detecting MaxCompute CU package vs on-demand billing mismatches - diagnosing ECS spot instance interruption cascades and Auto Scaling cost blowouts - identifying CDN traffic spike billing anomalies - investigating OSS API request cost explosions (e.g., unintentional public reads or crawler traffic) - auditing budget alert configuration and DingTalk notification channel setup - assessing remediation playbook completeness for cost anomaly response - distinguishing CN-* mainland China billing account context from international account context ## Lean operating rules - Prefer sanitized Alibaba Cloud Cost Management console evidence or BSS API output for live state grounding. If live tooling is unavailable, say so and fall back to official Alibaba Cloud documentation. …
Read the whole file at its exact version.
How to install
mdr add vincentchuwaichow/vanguard-frontier-agentic/alibaba-cost-anomaly-watch-coordinator@sha256:c016bd36ec008647The line at the top of this page pins the label v0.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_i2mjtrunbgoh55iq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between May 9, 2026 and Jul 31, 2026, about one every 83 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.0 latest | 2026-07-31 | e5f8521 | 4,622 B | A | view · diff |
| v0.1.0 | 2026-05-09 | 0b66794 | 4,612 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4622 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
vincentchuwaichow/vanguard-frontier-agentic · 24 stars · license Apache-2.0 · pushed 2026-10-20 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_i2mjtrunbgoh55iq GET https://markdownregistry.com/api/v1/resolve?ref=vincentchuwaichow/vanguard-frontier-agentic/alibaba-cost-anomaly-watch-coordinator GET https://markdownregistry.com/api/v1/blob/c016bd36ec0086475f847fb2acbab4703a7ff78bd7d950d1a149367d534b4d37
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.