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Error Tracking and Monitoring · dokhacgiakhoa | DecimalAI

devopsby dokhacgiakhoa

Error Tracking and Monitoring

dokhacgiakhoa/error-diagnostics-error-trace

Source dokhacgiakhoa/agent-skills-4-vibe-coding-cli ↗License NOASSERTION

You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,

SkillScore50Maintained

Automatic

DevOps & SRE pack

Last verified 8/29/2026

What it changes

Passed 11 of 21 test cases with the skill, and 3 of 21 without it.

Without skill14%

With skill50%

Checks it passed that the model alone missed

The response maintains the 8-part output structure.
The output follows the 8-part output schema in order.
The response includes the 8 mandatory section headers.

and 14 more in the full report

9 fixed2 passed either way10 still failing1 broke

Pass-rate lift: +36 pp
Tokens: -8%
Agent turns: 0%
Response time: -19%

Model gemini-3.6-flashMeasured 8/29/2026v111 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/dokhacgiakhoa-error-diagnostics-error-trace/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-error-diagnostics-error-trace/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add dokhacgiakhoa-error-diagnostics-error-trace, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/dokhacgiakhoa-error-diagnostics-error-trace/ and pins it in .decimal/skills.lock

decimalai skills add dokhacgiakhoa-error-diagnostics-error-trace

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/dokhacgiakhoa-error-diagnostics-error-trace/SKILL.md https://app.decimal.ai/s/dokhacgiakhoa-error-diagnostics-error-trace/SKILL.md

Raw file: /s/dokhacgiakhoa-error-diagnostics-error-trace/SKILL.md ↗ · machine-readable summary at /s/dokhacgiakhoa-error-diagnostics-error-trace.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 9 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 9

Prompt

Our React single-page web app experiences unhandled client-side exceptions and unminified stack traces in production. Provide a complete implementation document for client-side crash tracking, covering audit, SDK config, browser logging, alert thresholds, stack trace grouping, fallback error boundaries, error dashboards, and developer docs.

What was checked, without and with the skill
Checked	Without skill	With skill
The response contains all 8 required sections starting from Error Tracking Analysis to Documentation.	Missed	Passed
Section 2 (Integration Configuration) addresses source map uploads for unminified stack traces.	Passed	Passed
Section 6 (Recovery Strategies) includes React Error Boundaries for UI fallback handling.	Missed	Passed

case-06 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md48 linessingle file

Error Tracking and Monitoring

Use this skill when

Working on error tracking and monitoring tasks or workflows
Needing guidance, best practices, or checklists for error tracking and monitoring

Do not use this skill when

The task is unrelated to error tracking and monitoring
You need a different domain or tool outside this scope

Context

The user needs to implement or improve error tracking and monitoring. Focus on real-time error detection, meaningful alerts, error grouping, performance monitoring, and integration with popular error tracking services.

Requirements

$ARGUMENTS

Instructions

Clarify goals, constraints, and required inputs.
Apply relevant best practices and validate outcomes.
Provide actionable steps and verification.
If detailed examples are required, open resources/implementation-playbook.md.

Output Format

Error Tracking Analysis: Current error handling assessment
Integration Configuration: Setup for error tracking services
Logging Implementation: Structured logging setup
Alert Rules: Intelligent alerting configuration
Error Grouping: Deduplication and grouping logic
Recovery Strategies: Automatic error recovery implementation
Dashboard Setup: Real-time error monitoring dashboard
Documentation: Implementation and troubleshooting guide

Focus on providing comprehensive error visibility, intelligent alerting, and quick error resolution capabilities.

Track record

Benchmark

11 / 21

test cases passed, vs 3 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/10/2026

View 15 scanner checks

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

dokhacgiakhoa / agent-skills-4-vibe-coding-cli

.agent/skills/error-diagnostics-error-trace/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/10/2026Version v1

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

Error Tracking and Monitoring

Use this skill when

Do not use this skill when

Context

Requirements

Instructions

Output Format

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

Related skills