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 melaya-labs/melaya-mcp --skill coo-service-level-missesgit clone --depth 1 https://github.com/melaya-labs/melaya-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/melaya-labs/melaya-mcp/coo-service-level-misses)<a href="https://agentmods.dev/skills/melaya-labs/melaya-mcp/coo-service-level-misses"><img src="https://agentmods.dev/badge/skills/melaya-labs/melaya-mcp/coo-service-level-misses/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/melaya-labs/melaya-mcp/coo-service-level-misses"><img src="https://agentmods.dev/badge/skills/melaya-labs/melaya-mcp/coo-service-level-misses.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 | $0.00000 | $0.00987 |
| Opus 5.5 | $0.00000 | $0.00395 |
| Sonnet 5.5 | $0.00000 | $0.00197 |
| Haiku 4.5 | $0.00000 | $0.00099 |
Grade A, and why
coo-service-level-misses 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 2d 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 — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Service-level misses
Every miss is a risk to activation and to paying customers. Classify it, get the right owner moving, tell users clearly, and fix what repeats.
Look up first
- The service levels and red thresholds:
excom_knowledge_search"service levels". If missing, use the defaults in the weekly ops review skill, label them "default", and propose them to the owner. - Who executes production fixes (operator, CTO) and how to reach them:
excom_knowledge_search"escalation" or "on-call". - The user reply tone and the support mailbox:
excom_knowledge_search"communication patterns".
Steps
- Detect:
melaya_run_diagnosisandmelaya_eval_reportthroughmelaya_tools.cloudflare_traffic_analyticsby status.melaya_approval_list.melaya_pipeline_triggerfor paused reasons.- The support inbox.
grafana_list_firing_alertsorsentry_list_issues, if granted.
- Set the severity:
- SEV1: down for all users.
- SEV2: a major feature degraded for many users.
- SEV3: a minor feature affected for some users.
- SEV4: low impact. Signup, checkout and payments are at least SEV2 while a customer outcome is open.
- Find the likely cause before proposing anything:
- Edge 520 and 522 mean the edge could not reach the origin. 524 means a wait over 100 seconds.
- App responses carry CORS headers; edge error pages do not, so a "CORS error" is often an edge error.
- Correlate with the last deploy (your code host's commits) and with firewall events (
cloudflare_firewall_events).
- Route the fix with
excom_send_handoff(kind request), with the run id kept inside the team:- Production to the CTO and the operator.
- Support patterns to the customer experience role.
- Vendor blockers to the supply role.
- Possible credential exposure straight to the security role, never quoted.
- Draft the status update and the user reply (
zoho_email_save_draftorgmail_create_draft): plain text, what happened, what was done, no internal ids. - After resolution, write a blameless postmortem using references/postmortem-template.md, and save it with
excom_save_draft. - Record the miss (service level, duration, severity) with
excom_record_measurement. A third miss of the same kind becomes a fix proposal (excom_propose_task), and a pipeline candidate if recovery is manual.
What ships with it
1 file 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.
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.
- 2d ago First seen · 70 lines · 0 tokens per session scan A bc7b99487df8
coo-service-level-misses is a skill published in the GitHub repository melaya-labs/melaya-mcp (1 stars, last pushed yesterday), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 987 tokens. 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 2026-11-12.
coo-service-level-misses compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| coo-service-level-missesmelaya-labs/melaya-mcp | Skill | 1 | yesterday | Apache-2.0 | A | 0 | Claude Code |
| helmdeck-debugtosin2013/helmdeck | Skill | 6 | 1mo ago | Apache-2.0 | A | 93 | Claude Code, Codex |
| workflow-failure-triagegithub/github-mcp-server | Skill | 34k | yesterday | MIT | A | 69 | Claude Code, Codex |
| xcodebuildmcp-cligetsentry/XcodeBuildMCP | Skill | 6.6k | 2d ago | MIT | A | 48 | Claude Code, Codex |
| opik-explaincomet-ml/opik-mcp | Skill | 226 | today | Apache-2.0 | A | 113 | Claude Code |
| ssh-incidentbvisible/mcp-ssh-manager | Skill | 543 | today | MIT | A | 46 | Claude Code, Codex |
| triaging-incidentsjschuller/mcp-server-servicenow | Skill | 27 | yesterday | MIT | A | 89 | Claude Code |