opentelemetry-observability

Name: opentelemetry-observability
Author: DNYoussef

32stars6forks

How to install opentelemetry-observability?

dnyoussef/context-cascade/opentelemetry-observability

$npx -y skills add DNYoussef/context-cascade --skill opentelemetry-observability

Installs into the current project.

Summary

/*============================================================================*/ /* OPENTELEMETRY-OBSERVABILITY SKILL :: VERILINGUA x VERIX EDITION */ /*============================================================================*/

Files · 1

View on GitHub

SKILL.md

1	/============================================================================/
2	/* OPENTELEMETRY-OBSERVABILITY SKILL :: VERILINGUA x VERIX EDITION */
3	/============================================================================/
4
5	---
6	name: opentelemetry-observability
7	version: 1.0.0
8	description: \|
9	[assert\|neutral] OpenTelemetry specialist for distributed tracing, metrics collection, log correlation, auto-instrumentation, custom spans, trace context propagation, and sampling strategies. Use when implementing obs [ground:given] [conf:0.95] [state:confirmed]
10	category: Observability
11	tags:
12	- general
13	author: system
14	cognitive_frame:
15	primary: aspectual
16	goal_analysis:
17	first_order: "Execute opentelemetry-observability workflow"
18	second_order: "Ensure quality and consistency"
19	third_order: "Enable systematic Observability processes"
20	---
21
22	/----------------------------------------------------------------------------/
23	/* S0 META-IDENTITY */
24	/----------------------------------------------------------------------------/
25
26	[define\|neutral] SKILL := {
27	name: "opentelemetry-observability",
28	category: "Observability",
29	version: "1.0.0",
30	layer: L1
31	} [ground:given] [conf:1.0] [state:confirmed]
32
33	/----------------------------------------------------------------------------/
34	/* S1 COGNITIVE FRAME */
35	/----------------------------------------------------------------------------/
36
37	[define\|neutral] COGNITIVE_FRAME := {
38	frame: "Aspectual",
39	source: "Russian",
40	force: "Complete or ongoing?"
41	} [ground:cognitive-science] [conf:0.92] [state:confirmed]
42
43	## Kanitsal Cerceve (Evidential Frame Activation)
44	Kaynak dogrulama modu etkin.
45
46	/----------------------------------------------------------------------------/
47	/* S2 TRIGGER CONDITIONS */
48	/----------------------------------------------------------------------------/
49
50	[define\|neutral] TRIGGER_POSITIVE := {
51	keywords: ["opentelemetry-observability", "Observability", "workflow"],
52	context: "user needs opentelemetry-observability capability"
53	} [ground:given] [conf:1.0] [state:confirmed]
54
55	/----------------------------------------------------------------------------/
56	/* S3 CORE CONTENT */
57	/----------------------------------------------------------------------------/
58
59	# OpenTelemetry Observability Specialist
60
61	## Kanitsal Cerceve (Evidential Frame Activation)
62	Kaynak dogrulama modu etkin.
63
64
65
66	Expert distributed tracing, metrics, and logging with OpenTelemetry for production observability.
67
68	## Purpose
69
70	Comprehensive OpenTelemetry expertise including auto-instrumentation, custom spans, metrics collection, log correlation, trace context propagation, and sampling. Ensures applications are fully observable with actionable telemetry data.
71
72	## When to Use
73
74	- Implementing distributed tracing in microservices
75	- Monitoring application performance (APM)
76	- Debugging production issues across services
77	- Setting up metrics collection and dashboards
78	- Correlating logs with traces
79	- Optimizing sampling strategies for cost/performance
80	- Migrating from proprietary APM to OpenTelemetry
81
82	## Prerequisites
83
84	Required: Understanding of distributed systems, HTTP, basic observability concepts
85
86	Agents: `cicd-engineer`, `perf-analyzer`, `backend-dev`, `system-architect`
87
88	## Core Workflows
89
90	### Workflow 1: Node.js Auto-Instrumentation
91
92	Step 1: Install OpenTelemetry Packages
93
94	```bash
95	npm install @opentelemetry/sdk-node \
96	@opentelemetry/auto-instrumentations-node \
97	@opentelemetry/exporter-trace-otlp-http \
98	@opentelemetry/exporter-metrics-otlp-http
99	```
100
101	Step 2: Initialize OpenTelemetry
102
103	```javascript
104	// instrumentation.js
105	const { NodeSDK } = require('@opentelemetry/sdk-node');
106	const { getNodeAutoInstrumentations } = require('@opentelemetry/auto-instrumentations-node');
107	const { OTLPTraceExporter } = require('@opentelemetry/exporter-trace-otlp-http');
108	const { OTLPMetricExporter } = require('@opentelemetry/exporter-metrics-otlp-http');
109	const { Resource } = require('@opentelemetry/resources');
110	const { SemanticResourceAttributes } = require('@opentelemetry/semantic-conventions');
111
112	const sdk = new NodeSDK({
113	resource: new Resource({
114	[SemanticResourceAttributes.SERVICE_NAME]: 'my-service',
115	[SemanticResourceAttributes.SERVICE_VERSION]: '1.0.0',
116	[SemanticResourceAttributes.DEPLOYMENT_ENVIRONMENT]: 'production',
117	}),
118	traceExporter: new OTLPTraceExporter({
119	url: 'http://localhost:4318/v1/traces',
120	}),
121	metricReader: new PeriodicExportingMetricReader({
122	exporter: new OTLPMetricExporter({
123	url: 'http://localhost:4318/v1/metrics',
124	}),
125	exportIntervalMillis: 60000,
126	}),
127	instrumentations: [
128	getNodeAutoInstrumentations({
129	'@opentelemetry/instrumentation-http': { enabled: true },
130	'@opentel

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opentelemetry-observability

32stars6forks

View on GitHub

How to install opentelemetry-observability?

dnyoussef/context-cascade/opentelemetry-observability

$npx -y skills add DNYoussef/context-cascade --skill opentelemetry-observability

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	/============================================================================/
2	/* OPENTELEMETRY-OBSERVABILITY SKILL :: VERILINGUA x VERIX EDITION */
3	/============================================================================/
4
5	---
6	name: opentelemetry-observability
7	version: 1.0.0
8	description: \|
9	[assert\|neutral] OpenTelemetry specialist for distributed tracing, metrics collection, log correlation, auto-instrumentation, custom spans, trace context propagation, and sampling strategies. Use when implementing obs [ground:given] [conf:0.95] [state:confirmed]
10	category: Observability
11	tags:
12	- general
13	author: system
14	cognitive_frame:
15	primary: aspectual
16	goal_analysis:
17	first_order: "Execute opentelemetry-observability workflow"
18	second_order: "Ensure quality and consistency"
19	third_order: "Enable systematic Observability processes"
20	---
21
22	/----------------------------------------------------------------------------/
23	/* S0 META-IDENTITY */
24	/----------------------------------------------------------------------------/
25
26	[define\|neutral] SKILL := {
27	name: "opentelemetry-observability",
28	category: "Observability",
29	version: "1.0.0",
30	layer: L1
31	} [ground:given] [conf:1.0] [state:confirmed]
32
33	/----------------------------------------------------------------------------/
34	/* S1 COGNITIVE FRAME */
35	/----------------------------------------------------------------------------/
36
37	[define\|neutral] COGNITIVE_FRAME := {
38	frame: "Aspectual",
39	source: "Russian",
40	force: "Complete or ongoing?"
41	} [ground:cognitive-science] [conf:0.92] [state:confirmed]
42
43	## Kanitsal Cerceve (Evidential Frame Activation)
44	Kaynak dogrulama modu etkin.
45
46	/----------------------------------------------------------------------------/
47	/* S2 TRIGGER CONDITIONS */
48	/----------------------------------------------------------------------------/
49
50	[define\|neutral] TRIGGER_POSITIVE := {
51	keywords: ["opentelemetry-observability", "Observability", "workflow"],
52	context: "user needs opentelemetry-observability capability"
53	} [ground:given] [conf:1.0] [state:confirmed]
54
55	/----------------------------------------------------------------------------/
56	/* S3 CORE CONTENT */
57	/----------------------------------------------------------------------------/
58
59	# OpenTelemetry Observability Specialist
60
61	## Kanitsal Cerceve (Evidential Frame Activation)
62	Kaynak dogrulama modu etkin.
63
64
65
66	Expert distributed tracing, metrics, and logging with OpenTelemetry for production observability.
67
68	## Purpose
69
70	Comprehensive OpenTelemetry expertise including auto-instrumentation, custom spans, metrics collection, log correlation, trace context propagation, and sampling. Ensures applications are fully observable with actionable telemetry data.
71
72	## When to Use
73
74	- Implementing distributed tracing in microservices
75	- Monitoring application performance (APM)
76	- Debugging production issues across services
77	- Setting up metrics collection and dashboards
78	- Correlating logs with traces
79	- Optimizing sampling strategies for cost/performance
80	- Migrating from proprietary APM to OpenTelemetry
81
82	## Prerequisites
83
84	Required: Understanding of distributed systems, HTTP, basic observability concepts
85
86	Agents: `cicd-engineer`, `perf-analyzer`, `backend-dev`, `system-architect`
87
88	## Core Workflows
89
90	### Workflow 1: Node.js Auto-Instrumentation
91
92	Step 1: Install OpenTelemetry Packages
93
94	```bash
95	npm install @opentelemetry/sdk-node \
96	@opentelemetry/auto-instrumentations-node \
97	@opentelemetry/exporter-trace-otlp-http \
98	@opentelemetry/exporter-metrics-otlp-http
99	```
100
101	Step 2: Initialize OpenTelemetry
102
103	```javascript
104	// instrumentation.js
105	const { NodeSDK } = require('@opentelemetry/sdk-node');
106	const { getNodeAutoInstrumentations } = require('@opentelemetry/auto-instrumentations-node');
107	const { OTLPTraceExporter } = require('@opentelemetry/exporter-trace-otlp-http');
108	const { OTLPMetricExporter } = require('@opentelemetry/exporter-metrics-otlp-http');
109	const { Resource } = require('@opentelemetry/resources');
110	const { SemanticResourceAttributes } = require('@opentelemetry/semantic-conventions');
111
112	const sdk = new NodeSDK({
113	resource: new Resource({
114	[SemanticResourceAttributes.SERVICE_NAME]: 'my-service',
115	[SemanticResourceAttributes.SERVICE_VERSION]: '1.0.0',
116	[SemanticResourceAttributes.DEPLOYMENT_ENVIRONMENT]: 'production',
117	}),
118	traceExporter: new OTLPTraceExporter({
119	url: 'http://localhost:4318/v1/traces',
120	}),
121	metricReader: new PeriodicExportingMetricReader({
122	exporter: new OTLPMetricExporter({
123	url: 'http://localhost:4318/v1/metrics',
124	}),
125	exportIntervalMillis: 60000,
126	}),
127	instrumentations: [
128	getNodeAutoInstrumentations({
129	'@opentelemetry/instrumentation-http': { enabled: true },
130	'@opentel

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6 picks

Type