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 agentmods add skills/huangjien/devops-mcps/devops-platform-integrationnpx skills add huangjien/devops-mcps --skill devops-platform-integrationgit clone --depth 1 https://github.com/huangjien/devops-mcpsWhat 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 | $0.00044 | $0.00529 |
| Opus 5 | $0.00022 | $0.00264 |
| Sonnet 5 | $0.00009 | $0.00106 |
| Haiku 4.5 | $0.00004 | $0.00053 |
Grade A, and why
devops-platform-integration 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 yesterday.
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 — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
DevOps Platform Integration
Scripts
scripts/platform_capabilities.py: Inspect env/.env and output which platform integrations are enabled.scripts/devops_report.py: Generate a combined JSON report, running only enabled platform snapshots.scripts/github_snapshot.py: Fetch minimal GitHub account and rate limit info.scripts/jenkins_snapshot.py: Fetch minimal Jenkins server and job info.scripts/jenkins_recent_failures.py: List failed builds within a recent time window (optionally include logs).scripts/jenkins_report_analyzer.py: Analyze a Jenkins report build log and highlight anomalies.scripts/azure_snapshot.py: Fetch minimal Azure subscription info.scripts/artifactory_snapshot.py: Fetch minimal Artifactory connectivity/auth info.
Usage
Run from the repository root:
python .trae/skills/devops-platform-integration/scripts/platform_capabilities.py
python .trae/skills/devops-platform-integration/scripts/devops_report.py
Jenkins Logs (Optional)
Include a build log tail + lightweight keyword summary:
python .trae/skills/devops-platform-integration/scripts/jenkins_snapshot.py --include-logs --job "folder1/folder2/job-name" --build lastBuild
Jenkins Recent Failures (Last 8 Hours)
python .trae/skills/devops-platform-integration/scripts/jenkins_recent_failures.py --hours 8 --max-results 50
Include log tails for each failure:
python .trae/skills/devops-platform-integration/scripts/jenkins_recent_failures.py --hours 8 --max-results 20 --include-logs
Jenkins Report Analyzer
Fetch latest build log for a report job and highlight issues:
python .trae/skills/devops-platform-integration/scripts/jenkins_report_analyzer.py \
--job "DevOps-Infra-Status-Report" \
--build lastBuild \
--threshold-days 3 \
--expected-builder-rg RG-SPMDEV
Output Contract
All scripts return JSON and never echo secret values. If required env vars are missing, scripts return a skipped or enabled: false result with a human-readable reason.
What ships with it
9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/env-vars.md 1.1 KB
- scripts/artifactory_snapshot.py 2.3 KB runs code
- scripts/azure_snapshot.py 2.4 KB runs code
- scripts/devops_report.py 2.9 KB runs code
- scripts/github_snapshot.py 1.9 KB runs code
- scripts/jenkins_recent_failures.py 9.5 KB runs code
- scripts/jenkins_report_analyzer.py 15 KB runs code
- scripts/jenkins_snapshot.py 6.4 KB runs code
- scripts/platform_capabilities.py 3.8 KB runs code
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.
- yesterday First seen · 63 lines · 44 tokens per session scan A a6c16d17bae2
devops-platform-integration is a skill published in the GitHub repository huangjien/devops-mcps (0 stars, last pushed 7mo ago), licensed MIT. It adds 44 tokens to every session and 529 once invoked, about $0.0002 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 2026-08-31.
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