Vercel Optimize Audit
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
Implement structured logging, metrics, error tracking, and a debug panel for Obsidian plugins.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace obsidian-observability --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/obsidian-observability .claude/skills/obsidian-observability && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "obsidian-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/obsidian-observability into .claude/skills/obsidian-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "obsidian-observability", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/obsidian-observabilityType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace obsidian-observability --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/obsidian-observability .agents/skills/obsidian-observability && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "obsidian-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/obsidian-observability into .agents/skills/obsidian-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "obsidian-observability", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace obsidian-observability --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/obsidian-observability .cursor/skills/obsidian-observability && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "obsidian-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/obsidian-observability into .cursor/skills/obsidian-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "obsidian-observability", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/obsidian-observability--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace obsidian-observability --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/obsidian-observability .gemini/skills/obsidian-observability && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "obsidian-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/obsidian-observability into .gemini/skills/obsidian-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "obsidian-observability", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace obsidian-observabilityInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/obsidian-observability .github/skills/obsidian-observability && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "obsidian-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/obsidian-observability into .github/skills/obsidian-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "obsidian-observability", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace obsidian-observability --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/obsidian-observability .opencode/skills/obsidian-observability && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "obsidian-observability" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/obsidian-observability into .opencode/skills/obsidian-observability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "obsidian-observability", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
obsidian-observabilityImplement structured logging, metrics, error tracking, and a debug panel for Obsidian plugins.
Obsidian Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement structured logging, metrics, error tracking, and a debug panel for Obsidian plugins. Use when adding debug logging, tracking plugin performance, building a diagnostics view, or setting up error reporting. Trigger with phrases like "obsidian logging", "obsidian monitoring", "obsidian debug panel", "track obsidian plugin performance".
Its SKILL.md is about 4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/implementation.md`). Compatibility notes: Designed for Claude Code
It sits in DevOps & Cloud, covering Observability. It works with Obsidian. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit cfae287. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBash(npm:*)From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript and css).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.obsidian.mddeveloper.chrome.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Obsidian Observability loads about 4k tokens when it runs, and up to ~5.5k if it reads all its reference files. Until then it costs about 92 tokens; SKILL.md has 297 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 297 words, ~3,999 tokens.
.claude/skills/obsidian-observability/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Implement production observability for Obsidian plugins: a structured logger with levels and ring buffer history, a metrics collector with counters/gauges/timers, an error tracker with deduplication, and a debug sidebar panel that displays all of it in real time. Every component is copy-pasteable and uses only Obsidian's built-in APIs.
obsidian-core-workflow-a)ItemView for the debug panel// src/services/logger.ts
type LogLevel = 'debug' | 'info' | 'warn' | 'error';
const LEVEL_PRIORITY: Record<LogLevel, number> = {
debug: 0, info: 1, warn: 2, error: 3,
};
interface LogEntry {
timestamp: number;
level: LogLevel;
message: string;
data?: unknown;
}
export class Logger {
private history: LogEntry[] = [];
private maxHistory = 200;
private level: LogLevel;
private prefix: string;
constructor(pluginId: string, level: LogLevel = 'info') {
this.prefix = `[${pluginId}]`;
this.level = level;
}
setLevel(level: LogLevel) { this.level = level; }
debug(msg: string, data?: unknown) { this.log('debug', msg, data); }
info(msg: string, data?: unknown) { this.log('info', msg, data); }
warn(msg: string, data?: unknown) { this.log('warn', msg, data); }
error(msg: string, data?: unknown) { this.log('error', msg, data); }
/** Start a timer, returns a function that stops it and logs duration */
time(label: string): () => number {
const start = performance.now();
return () => {
const ms = performance.now() - start;
this.debug(`${label} (${ms.toFixed(2)}ms)`);
return ms;
};
}
/** Get last N log entries */
getHistory(count?: number): LogEntry[] {
return count ? this.history.slice(-count) : [...this.history];
}
/** Export history as JSON string */
export(): string {
return JSON.stringify(this.history, null, 2);
}
private log(level: LogLevel, message: string, data?: unknown) {
if (LEVEL_PRIORITY[level] < LEVEL_PRIORITY[this.level]) return;
const entry: LogEntry = { timestamp: Date.now(), level, message, data };
this.history.push(entry);
if (this.history.length > this.maxHistory) {
this.history.splice(0, this.history.length - this.maxHistory);
}
const fn = level === 'debug' ? console.debug
: level === 'warn' ? console.warn
: level === 'error' ? console.error
: console.log;
if (data !== undefined) {
fn(this.prefix, message, data);
} else {
fn(this.prefix, message);
}
}
}// src/services/metrics.ts
interface TimerStats {
count: number;
total: number;
min: number;
max: number;
values: number[]; // last 100 values for percentile calculation
}
export class MetricsCollector {
private counters = new Map<string, number>();
private gauges = new Map<string, number>();
private timers = new Map<string, TimerStats>();
// Counters — monotonically increasing
increment(name: string, amount = 1) {
this.counters.set(name, (this.counters.get(name) ?? 0) + amount);
}
getCounter(name: string): number {
return this.counters.get(name) ?? 0;
}
// Gauges — point-in-time values
setGauge(name: string, value: number) {
this.gauges.set(name, value);
}
getGauge(name: string): number {
return this.gauges.get(name) ?? 0;
}
// Timers — track duration distributions
recordTime(name: string, ms: number) {
let stats = this.timers.get(name);
if (!stats) {
stats = { count: 0, total: 0, min: Infinity, max: 0, values: [] };
this.timers.set(name, stats);
}
stats.count++;
stats.total += ms;
stats.min = Math.min(stats.min, ms);
stats.max = Math.max(stats.max, ms);
stats.values.push(ms);
if (stats.values.length > 100) stats.values.shift();
}
/** Wrap an async function with automatic timing */
async timeAsync<T>(name: string, fn: () => Promise<T>): Promise<T> {
const start = performance.now();
try {
return await fn();
} finally {
this.recordTime(name, performance.now() - start);
}
}
getTimerStats(name: string): { avg: number; p95: number; min: number; max: number; count: number } | null {
const stats = this.timers.get(name);
if (!stats || stats.count === 0) return null;
const sorted = [...stats.values].sort((a, b) => a - b);
const p95Index = Math.floor(sorted.length * 0.95);
return {
avg: stats.total / stats.count,
p95: sorted[p95Index] ?? sorted[sorted.length - 1],
min: stats.min,
max: stats.max,
count: stats.count,
};
}
/** Get all metrics as a plain object for serialization */
snapshot(): Record<string, unknown> {
const result: Record<string, unknown> = {};
for (const [k, v] of this.counters) result[`counter.${k}`] = v;
for (const [k, v] of this.gauges) result[`gauge.${k}`] = v;
for (const [k] of this.timers) {
const s = this.getTimerStats(k);
if (s) result[`timer.${k}`] = s;
}
return result;
}
}// src/services/error-tracker.ts
interface TrackedError {
name: string;
message: string;
stack?: string;
count: number;
firstSeen: number;
lastSeen: number;
}
export class ErrorTracker {
private errors = new Map<string, TrackedError>();
/** Record an error, deduplicating by name+message */
track(err: Error) {
const key = `${err.name}:${err.message}`;
const existing = this.errors.get(key);
if (existing) {
existing.count++;
existing.lastSeen = Date.now();
} else {
this.errors.set(key, {
name: err.name,
message: err.message,
stack: err.stack,
count: 1,
firstSeen: Date.now(),
lastSeen: Date.now(),
});
}
}
/** Wrap an async function — catch and track errors, then rethrow */
async wrapAsync<T>(label: string, fn: () => Promise<T>): Promise<T | undefined> {
try {
return await fn();
} catch (e) {
const err = e instanceof Error ? e : new Error(String(e));
err.message = `[${label}] ${err.message}`;
this.track(err);
return undefined;
}
}
getErrors(): TrackedError[] {
return [...this.errors.values()].sort((a, b) => b.lastSeen - a.lastSeen);
}
getErrorCount(): number {
let total = 0;
for (const e of this.errors.values()) total += e.count;
return total;
}
clear() { this.errors.clear(); }
}// src/views/debug-view.ts
import { ItemView, WorkspaceLeaf } from 'obsidian';
import type { Logger } from '../services/logger';
import type { MetricsCollector } from '../services/metrics';
import type { ErrorTracker } from '../services/error-tracker';
export const DEBUG_VIEW_TYPE = 'plugin-debug-view';
export class DebugView extends ItemView {
private refreshTimer: number | null = null;
constructor(
leaf: WorkspaceLeaf,
private logger: Logger,
private metrics: MetricsCollector,
private errorTracker: ErrorTracker,
) {
super(leaf);
}
getViewType() { return DEBUG_VIEW_TYPE; }
getDisplayText() { return 'Plugin Debug'; }
getIcon() { return 'bug'; }
async onOpen() {
this.render();
// Auto-refresh every 3 seconds
this.refreshTimer = window.setInterval(() => this.render(), 3000);
}
async onClose() {
if (this.refreshTimer) clearInterval(this.refreshTimer);
}
private render() {
const container = this.containerEl.children[1];
container.empty();
container.addClass('plugin-debug-view');
// Metrics section
container.createEl('h4', { text: 'Metrics' });
const snapshot = this.metrics.snapshot();
const metricsTable = container.createEl('table');
for (const [key, value] of Object.entries(snapshot)) {
const row = metricsTable.createEl('tr');
row.createEl('td', { text: key, cls: 'debug-key' });
row.createEl('td', {
text: typeof value === 'object' ? JSON.stringify(value) : String(value),
});
}
// Errors section
const errors = this.errorTracker.getErrors();
container.createEl('h4', { text: `Errors (${this.errorTracker.getErrorCount()})` });
if (errors.length === 0) {
container.createEl('p', { text: 'No errors recorded.', cls: 'debug-empty' });
} else {
for (const err of errors.slice(0, 10)) {
const el = container.createEl('div', { cls: 'debug-error' });
el.createEl('strong', { text: `${err.name} (x${err.count})` });
el.createEl('p', { text: err.message });
}
}
// Recent logs section
container.createEl('h4', { text: 'Recent Logs' });
const logs = this.logger.getHistory(20);
for (const entry of logs.reverse()) {
const el = container.createEl('div', { cls: `debug-log debug-${entry.level}` });
const time = new Date(entry.timestamp).toLocaleTimeString();
el.createEl('span', { text: `${time} [${entry.level}]`, cls: 'debug-time' });
el.createEl('span', { text: ` ${entry.message}` });
}
// Export button
const btn = container.createEl('button', { text: 'Export Debug Bundle' });
btn.addEventListener('click', () => {
const bundle = {
timestamp: new Date().toISOString(),
metrics: snapshot,
errors: errors,
recentLogs: this.logger.getHistory(50),
};
navigator.clipboard.writeText(JSON.stringify(bundle, null, 2));
new (require('obsidian').Notice)('Debug bundle copied to clipboard');
});
}
}// src/main.ts
import { Plugin } from 'obsidian';
import { Logger } from './services/logger';
import { MetricsCollector } from './services/metrics';
import { ErrorTracker } from './services/error-tracker';
import { DebugView, DEBUG_VIEW_TYPE } from './views/debug-view';
export default class MyPlugin extends Plugin {
logger: Logger;
metrics: MetricsCollector;
errors: ErrorTracker;
async onload() {
this.logger = new Logger(this.manifest.id, 'debug');
this.metrics = new MetricsCollector();
this.errors = new ErrorTracker();
// Register debug view (dev mode only — gate behind a setting if desired)
this.registerView(DEBUG_VIEW_TYPE, (leaf) =>
new DebugView(leaf, this.logger, this.metrics, this.errors)
);
this.addCommand({
id: 'open-debug-panel',
name: 'Open debug panel',
callback: () => this.openDebugPanel(),
});
// Track command executions
this.addCommand({
id: 'my-command',
name: 'My Command',
callback: async () => {
this.metrics.increment('commands.my-command');
const endTimer = this.logger.time('my-command');
await this.errors.wrapAsync('my-command', async () => {
// ... your command logic
});
const ms = endTimer();
this.metrics.recordTime('commands.my-command', ms);
},
});
// Track vault stats as gauges
this.registerInterval(
window.setInterval(() => {
this.metrics.setGauge('vault.files', this.app.vault.getMarkdownFiles().length);
if (performance.memory) {
this.metrics.setGauge('memory.usedMB',
Math.round((performance as any).memory.usedJSHeapSize / 1048576));
}
}, 10_000)
);
this.logger.info('Plugin loaded');
}
onunload() {
this.app.workspace.detachLeavesOfType(DEBUG_VIEW_TYPE);
}
private async openDebugPanel() {
const { workspace } = this.app;
let leaf = workspace.getLeavesOfType(DEBUG_VIEW_TYPE)[0];
if (!leaf) {
const rightLeaf = workspace.getRightLeaf(false);
if (rightLeaf) {
await rightLeaf.setViewState({ type: DEBUG_VIEW_TYPE, active: true });
leaf = rightLeaf;
}
}
if (leaf) workspace.revealLeaf(leaf);
}
}/* styles.css — add these rules */
.plugin-debug-view { padding: 8px 12px; font-size: var(--font-ui-small); }
.plugin-debug-view h4 { margin: 12px 0 4px; color: var(--text-accent); }
.plugin-debug-view table { width: 100%; border-collapse: collapse; }
.plugin-debug-view td { padding: 2px 6px; border-bottom: 1px solid var(--background-modifier-border); }
.debug-key { font-family: var(--font-monospace); color: var(--text-muted); }
.debug-error { padding: 4px; margin: 4px 0; background: var(--background-modifier-error); border-radius: var(--radius-s); }
.debug-log { padding: 1px 0; font-family: var(--font-monospace); font-size: 11px; }
.debug-time { color: var(--text-faint); }
.debug-debug { color: var(--text-muted); }
.debug-info { color: var(--text-normal); }
.debug-warn { color: var(--text-accent); }
.debug-error { color: var(--text-error); }
.debug-empty { color: var(--text-faint); font-style: italic; }| Issue | Cause | Solution |
|---|---|---|
| Too much logging output | Debug level in production | Set level to 'error' or 'warn' for release builds |
| Memory growth from log history | Unbounded buffer | Ring buffer capped at 200 entries (adjustable) |
| Performance impact from metrics | Synchronous metric recording | All operations are O(1) map lookups |
| Debug panel slows Obsidian | Rapid DOM updates | Panel renders at most once per 3 seconds |
performance.memory undefined | Not available on all platforms | Guard with if (performance.memory) |
| Error tracker misses errors | Error not thrown, just logged | Use wrapAsync around all async operations |
const endTimer = logger.time('vault-scan');
const files = app.vault.getMarkdownFiles();
for (const f of files) await app.vault.cachedRead(f);
endTimer(); // Logs: [plugin-id] vault-scan (245.32ms)this.addCommand({
id: 'search-notes',
name: 'Search notes',
callback: () => this.metrics.timeAsync('search-notes', async () => {
this.metrics.increment('search.invocations');
const results = await this.search();
this.metrics.setGauge('search.lastResultCount', results.length);
}),
});For incident response using debug bundles, see obsidian-incident-runbook.
For performance optimization, see obsidian-performance-tuning.
© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/.curated/obsidian-observability of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Obsidian Observability next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Obsidian Observability this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~4k | Automated safety check: Pass | MIT | |
| Vercel Optimize Auditvercel-labs/agent-skills | 32k | 8 repos | ~4.3k | Automated safety check: Pass | None | |
| Kubeshark Installerkubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Notes | Apache-2.0 | |
| Kubeshark KFL2 Filter Referencekubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Pass | Apache-2.0 | |
| KubeSphere ServiceMesh Managerkubesphere/kubesphere | 17k | — | ~2.4k | Automated safety check: Pass | Custom licence | |
| Kubernetes Network Root Cause Analysiskubeshark/kubeshark | 12k | — | ~5.3k | Automated safety check: Pass | Apache-2.0 |
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
kubeshark/kubeshark
Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.
kubeshark/kubeshark
Syntax reference for KFL2, the CEL-based display filter language used to search Kubernetes network traffic captured by Kubeshark, loaded before any filter is written.
kubesphere/kubesphere
Installs, checks and troubleshoots the KubeSphere ServiceMesh extension (Istio, Kiali, Jaeger), including grayscale release, sidecar injection, topology and tracing issues.
kubeshark/kubeshark
Investigates past Kubernetes incidents from Kubeshark traffic snapshots: takes captures, dissects API calls, extracts PCAPs and compares traffic over time.
JuliusBrussee/caveman
Routes every LLM call in a repository through the Caveman Cloud gateway in record mode, so requests and costs are measured without changing behavior.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Works with
Categories
Implement structured logging, metrics, error tracking, and a debug panel for Obsidian plugins. Obsidian Observability is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement structured logging, metrics, error tracking, and a debug panel for Obsidian plugins.
Obsidian Observability fits situations like: adding debug logging; tracking plugin performance; building a diagnostics view; setting up error reporting.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a claude-code`. Or copy the skill folder (skills/.curated/obsidian-observability in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/obsidian-observability in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a codex`. Or copy the skill folder (skills/.curated/obsidian-observability in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/obsidian-observability in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill obsidian-observability -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/obsidian-observability, .gemini/skills/obsidian-observability, .github/skills/obsidian-observability and .opencode/skills/obsidian-observability in your project.
SKILL.md names no scripts, command-line tools or credentials: Obsidian Observability is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(npm:*). Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 2 domains. As links in the text: docs.obsidian.md and developer.chrome.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Obsidian Observability is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 4k tokens (SKILL.md is roughly 16k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.5k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Obsidian Observability: Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars), Kubeshark Installer (kubeshark/kubeshark, 12k stars), Kubeshark KFL2 Filter Reference (kubeshark/kubeshark, 12k stars) and KubeSphere ServiceMesh Manager (kubesphere/kubesphere, 17k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.
Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.