Ready to supercharge your AI agents?

Install any skill in seconds. Free to start, no credit card required.

Get Started Free →

Observability Configurator — measured AI agent skill | DecimalAI

bilal140202/observability-configurator

SkillScore96Maintained

Observability setup — metrics, structured logging, tracing, SLO-based alerts

by bilal140202

Links this skill to your agents and keeps it current with the author’s updates.

Automatic

DevOps & SRE pack

decimalai skills pull bilal140202-observability-configurator

Get this skill — curl · raw file

curl -fsSL https://app.decimal.ai/s/bilal140202-observability-configurator/SKILL.md

Raw file: /s/bilal140202-observability-configurator/SKILL.md ↗ · machine-readable summary at /s/bilal140202-observability-configurator.json ↗

In productionGlobal

how this skill behaves on real traffic · last 30 days

No production data for this skill yet — usage numbers appear here once agents start running it.

Anonymized aggregate across every org using this skill — proof from real production use, not a demo.

Does this skill help? · Benchmark: with vs. withoutsign in to run this on your agents

23 test cases from the publisher’s eval.yaml · each run twice on gemini-3.6-flash — with the skill injected, then without · last run 31h ago

Yes — +17% lift-28% tokens0% turns96% of whole cases pass with skill (22/23)

Test case	Without → With	Effect	Δ tokens	Δ turns
case-01	✗→✓	▲ Improved	-12%	0%
case-03	✗→✓	▲ Improved	-9%	0%
case-04	✗→✓	▲ Improved	2%	0%
case-11	✗→✓	▲ Improved	-19%	0%
case-05	✓→✓	＝ Same ✓	-62%	0%

Showing 5 of 23 cases

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/2/2026

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

bilal140202 / the-lord-of-the-skills

skills/moria/claude-code/SSSTAiNLESSS__AntiGravity-Launchpad/SKILL.md

View on GitHub ↗

License MITImported 8/2/2026Version v1

Skill contents

SKILL.md

Observability Configurator

When to Use

Invoked for: adding metrics, configuring logging, setting up tracing, defining alerts.

Quick Reference

Logging: JSON structured format with correlation IDs
Metrics: RED method (Rate, Errors, Duration) for services
Tracing: OpenTelemetry SDK with propagation headers
Alerts: SLO-based (error budget consumption rate)

Standards

Every service MUST emit: request rate, error rate, latency (p50/p95/p99)
Log levels: DEBUG (dev only), INFO (normal ops), WARN (degradation), ERROR (failure)
Every error log MUST include: correlation ID, user context (anonymized), stack trace

Detailed Resources

execution-protocol.md

Want to see if bilal140202/observability-configurator would activate on your phrasing? Try it before you install — no LLM call, no signup.

Other measured skills in the registry, with their headline benchmark lift.