CI Failure Triage and Repair
Chachamaru127/claude-code-harness
Diagnoses failing CI pipelines and tests, deciding first whether the test or the implementation is at fault, and hands hard cases to a dedicated fixer subagent.
Configure Deepgram CI/CD integration for automated testing and deployment.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill deepgram-ci-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace deepgram-ci-integration --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/deepgram-ci-integration .claude/skills/deepgram-ci-integration && 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 "deepgram-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/deepgram-ci-integration into .claude/skills/deepgram-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepgram-ci-integration", 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/deepgram-ci-integrationType 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 deepgram-ci-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace deepgram-ci-integration --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/deepgram-ci-integration .agents/skills/deepgram-ci-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "deepgram-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/deepgram-ci-integration into .agents/skills/deepgram-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepgram-ci-integration", 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 deepgram-ci-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace deepgram-ci-integration --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/deepgram-ci-integration .cursor/skills/deepgram-ci-integration && 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 "deepgram-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/deepgram-ci-integration into .cursor/skills/deepgram-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepgram-ci-integration", 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/deepgram-ci-integration--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 deepgram-ci-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace deepgram-ci-integration --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/deepgram-ci-integration .gemini/skills/deepgram-ci-integration && 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 "deepgram-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/deepgram-ci-integration into .gemini/skills/deepgram-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepgram-ci-integration", 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 deepgram-ci-integrationInstalls 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 deepgram-ci-integration -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/deepgram-ci-integration .github/skills/deepgram-ci-integration && 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 "deepgram-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/deepgram-ci-integration into .github/skills/deepgram-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepgram-ci-integration", 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 deepgram-ci-integration -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 deepgram-ci-integration --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/deepgram-ci-integration .opencode/skills/deepgram-ci-integration && 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 "deepgram-ci-integration" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/deepgram-ci-integration into .opencode/skills/deepgram-ci-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "deepgram-ci-integration", 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.
deepgram-ci-integrationConfigure Deepgram CI/CD integration for automated testing and deployment.
Deepgram CI Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Configure Deepgram CI/CD integration for automated testing and deployment. Use when setting up continuous integration pipelines, automated testing, or deployment workflows for Deepgram integrations. Trigger: "deepgram CI", "deepgram CD", "deepgram pipeline", "deepgram github actions", "deepgram automated testing".
Its SKILL.md is about 2.3k 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 CI/CD. It works with Deepgram and GitHub Actions. 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(gh:*)Bash(curl:*)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, yaml and json).
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
static.deepgram.comAlso links to:
docs.github.comFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
DEEPGRAM_API_KEYNEW_KEYDEEPGRAM_ADMIN_KEYGH_TOKENGITHUB_TOKENFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Designed for Claude Code
From compatibility in the SKILL.md frontmatter.
Deepgram CI Integration loads about 2.3k tokens when it runs, and up to ~4k if it reads all its reference files. Until then it costs about 85 tokens; SKILL.md has 226 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). 226 words, ~2,349 tokens.
.claude/skills/deepgram-ci-integration/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Run unit/schema tests on every pull request with mocked Deepgram responses. Execute one trusted protected-branch integration test against a development project using a short licensed fixture and a scoped secret; retain redacted status/metrics on failure and never inject the key into forked or untrusted CI workflows.
Set up CI/CD pipelines for Deepgram integrations with GitHub Actions. Includes unit tests with mocked SDK, integration tests against the real API, smoke tests, automated key rotation, and deployment gates.
DEEPGRAM_API_KEY stored as repository secret@deepgram/sdk and vitest installed# .github/workflows/deepgram-ci.yml
name: Deepgram CI
on:
push:
branches: [main]
pull_request:
branches: [main]
env:
NODE_VERSION: '20'
jobs:
unit-tests:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: ${{ env.NODE_VERSION }}
cache: npm
- run: npm ci
- run: npm run lint
- run: npm run typecheck
- run: npm test -- --reporter=verbose
# Unit tests use mocked SDK — no API key needed
integration-tests:
runs-on: ubuntu-latest
needs: unit-tests
if: github.event_name == 'push' || github.event.pull_request.head.repo.full_name == github.repository
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: ${{ env.NODE_VERSION }}
cache: npm
- run: npm ci
- run: npm run test:integration
env:
DEEPGRAM_API_KEY: ${{ secrets.DEEPGRAM_API_KEY }}
timeout-minutes: 5
smoke-test:
runs-on: ubuntu-latest
needs: integration-tests
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: ${{ env.NODE_VERSION }}
cache: npm
- run: npm ci && npm run build
- name: Smoke test
run: npx tsx scripts/smoke-test.ts
env:
DEEPGRAM_API_KEY: ${{ secrets.DEEPGRAM_API_KEY }}
timeout-minutes: 2// tests/integration/deepgram.test.ts
import { describe, it, expect, beforeAll } from 'vitest';
import { createClient, DeepgramClient } from '@deepgram/sdk';
const SAMPLE_URL = 'https://static.deepgram.com/examples/Bueller-Life-moves-702702706.wav';
describe('Deepgram Integration', () => {
let client: DeepgramClient;
beforeAll(() => {
const key = process.env.DEEPGRAM_API_KEY;
if (!key) throw new Error('DEEPGRAM_API_KEY required for integration tests');
client = createClient(key);
});
it('authenticates successfully', async () => {
const { result, error } = await client.manage.getProjects();
expect(error).toBeNull();
expect(result.projects.length).toBeGreaterThan(0);
});
it('transcribes pre-recorded audio with Nova-3', async () => {
const { result, error } = await client.listen.prerecorded.transcribeUrl(
{ url: SAMPLE_URL },
{ model: 'nova-3', smart_format: true }
);
expect(error).toBeNull();
const alt = result.results.channels[0].alternatives[0];
expect(alt.transcript).toContain('Life');
expect(alt.confidence).toBeGreaterThan(0.85);
}, 30000);
it('returns word-level timing', async () => {
const { result } = await client.listen.prerecorded.transcribeUrl(
{ url: SAMPLE_URL },
{ model: 'nova-3' }
);
const words = result.results.channels[0].alternatives[0].words;
expect(words).toBeDefined();
expect(words!.length).toBeGreaterThan(0);
expect(words![0]).toHaveProperty('start');
expect(words![0]).toHaveProperty('end');
expect(words![0]).toHaveProperty('confidence');
}, 30000);
it('speaker diarization identifies speakers', async () => {
const { result } = await client.listen.prerecorded.transcribeUrl(
{ url: SAMPLE_URL },
{ model: 'nova-3', diarize: true }
);
const words = result.results.channels[0].alternatives[0].words;
expect(words?.some((w: any) => w.speaker !== undefined)).toBe(true);
}, 30000);
it('TTS generates audio stream', async () => {
const response = await client.speak.request(
{ text: 'CI test.' },
{ model: 'aura-2-thalia-en', encoding: 'linear16', container: 'wav' }
);
const stream = await response.getStream();
expect(stream).toBeTruthy();
}, 15000);
});// scripts/smoke-test.ts
import { createClient } from '@deepgram/sdk';
const SAMPLE_URL = 'https://static.deepgram.com/examples/Bueller-Life-moves-702702706.wav';
async function smokeTest() {
console.log('Deepgram Smoke Test');
console.log('='.repeat(40));
const client = createClient(process.env.DEEPGRAM_API_KEY!);
let passed = 0;
let failed = 0;
// Test 1: Authentication
try {
const { error } = await client.manage.getProjects();
if (error) throw error;
console.log('[PASS] Authentication');
passed++;
} catch (err: any) {
console.error(`[FAIL] Authentication: ${err.message}`);
failed++;
}
// Test 2: Pre-recorded transcription
try {
const { result, error } = await client.listen.prerecorded.transcribeUrl(
{ url: SAMPLE_URL },
{ model: 'nova-3', smart_format: true }
);
if (error) throw error;
if (!result.results.channels[0].alternatives[0].transcript) {
throw new Error('Empty transcript');
}
console.log('[PASS] Pre-recorded transcription');
passed++;
} catch (err: any) {
console.error(`[FAIL] Pre-recorded transcription: ${err.message}`);
failed++;
}
// Test 3: TTS
try {
const response = await client.speak.request(
{ text: 'Smoke test.' },
{ model: 'aura-2-thalia-en' }
);
const stream = await response.getStream();
if (!stream) throw new Error('No audio stream');
console.log('[PASS] Text-to-speech');
passed++;
} catch (err: any) {
console.error(`[FAIL] Text-to-speech: ${err.message}`);
failed++;
}
console.log(`\nResults: ${passed} passed, ${failed} failed`);
process.exit(failed > 0 ? 1 : 0);
}
smokeTest();{
"scripts": {
"test": "vitest run",
"test:watch": "vitest --watch",
"test:integration": "vitest run tests/integration/",
"test:smoke": "tsx scripts/smoke-test.ts",
"lint": "eslint src/ tests/",
"typecheck": "tsc --noEmit"
}
}// vitest.config.ts
import { defineConfig } from 'vitest/config';
export default defineConfig({
test: {
globals: true,
environment: 'node',
include: ['tests/**/*.test.ts'],
exclude: ['tests/integration/**'], // Integration tests run separately
coverage: {
include: ['src/**'],
reporter: ['text', 'lcov'],
},
},
});# .github/workflows/rotate-deepgram-key.yml
name: Rotate Deepgram API Key
on:
schedule:
- cron: '0 0 1 */3 *' # Quarterly (1st of every 3rd month)
workflow_dispatch:
jobs:
rotate:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- uses: actions/setup-node@v4
with:
node-version: 20
- run: npm ci
- name: Rotate key
run: |
NEW_KEY=$(npx tsx scripts/rotate-key.ts)
gh secret set DEEPGRAM_API_KEY --body "$NEW_KEY"
echo "Key rotated successfully"
env:
DEEPGRAM_ADMIN_KEY: ${{ secrets.DEEPGRAM_ADMIN_KEY }}
DEEPGRAM_PROJECT_ID: ${{ secrets.DEEPGRAM_PROJECT_ID }}
GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}| Issue | Cause | Resolution |
|---|---|---|
| Integration tests 401 | Secret not set or expired | Rotate DEEPGRAM_API_KEY secret |
| Smoke test timeout | API latency | Increase timeout-minutes |
| Tests pass locally, fail in CI | Missing env var | Check secrets are set in repo settings |
| Fork PRs can't access secrets | GitHub security | Skip integration tests on fork PRs |
© 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/deepgram-ci-integration of jeremylongshore/tons-of-skills-marketplace.
Open the folder on GitHubat commit cfae287
Deepgram CI Integration 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 |
|---|---|---|---|---|---|---|
| Deepgram CI Integration this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~2.3k | Automated safety check: Pass | MIT | |
| CI Failure Triage and RepairChachamaru127/claude-code-harness | 3.2k | 1 repos | ~1.1k | Automated safety check: Notes | MIT | |
| CI Watchdoglatitude-dev/latitude-llm | 4.7k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Megatron-LM CI Failure TriageNVIDIA/Megatron-LM | 18k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | |
| Deploy Release Testvercel/next.js | 143k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Code PatternsAedelon/claude-code-blueprint | 120 | — | ~1.2k | Automated safety check: Pass | Custom licence |
Chachamaru127/claude-code-harness
Diagnoses failing CI pipelines and tests, deciding first whether the test or the implementation is at fault, and hands hard cases to a dedicated fixer subagent.
latitude-dev/latitude-llm
Continuously monitor GitHub PR CI checks and automatically fix failures until all checks pass.
NVIDIA/Megatron-LM
Investigates a failing GitHub Actions run or job for Megatron-LM, finds the root cause plus the PR and test author involved, and files a structured bug issue.
vercel/next.js
Validate a commit-specific Next.js preview package and manually trigger the entire Next.js deployment test suite through the teste2edeployrelease.yml GitHub Actions workflow.
Aedelon/claude-code-blueprint
Reference patterns for REST APIs, pytest/vitest testing, Docker multi-stage builds, GitHub Actions CI/CD, PostgreSQL, TypeScript generics, Python async, and React Server Components.
n1m21n/Infinite
Diagnose a failed GitHub Actions run (Windows MSVC crash, Linux clang/sanitizer, link errors) from the logs in one pass, and fix every candidate at once instead of one CI round-trip at a time.
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
Configure Deepgram CI/CD integration for automated testing and deployment. Deepgram CI Integration is an agent skill from jeremylongshore/tons-of-skills-marketplace. Configure Deepgram CI/CD integration for automated testing and deployment.
Deepgram CI Integration fits situations like: setting up continuous integration pipelines; automated testing; deployment workflows for Deepgram integrations.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill deepgram-ci-integration -a claude-code`. Or copy the skill folder (skills/.curated/deepgram-ci-integration in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/deepgram-ci-integration in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill deepgram-ci-integration -a codex`. Or copy the skill folder (skills/.curated/deepgram-ci-integration in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/deepgram-ci-integration 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 deepgram-ci-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/deepgram-ci-integration, .gemini/skills/deepgram-ci-integration, .github/skills/deepgram-ci-integration and .opencode/skills/deepgram-ci-integration in your project.
Going by SKILL.md and its folder, Deepgram CI Integration needs credentials named DEEPGRAM_API_KEY, NEW_KEY, DEEPGRAM_ADMIN_KEY and GH_TOKEN. Our summary lists: Node.js; A credential in DEEPGRAM_API_KEY; A credential in NEW_KEY. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash(gh:*), Bash(curl:*). Compatibility (from SKILL.md): Designed for Claude Code.
SKILL.md names 2 domains. In commands or code: static.deepgram.com; the agent is likely to contact it when it follows the instructions. As links in the text: docs.github.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.
Deepgram CI Integration is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.4k 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 1.7k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Deepgram CI Integration: CI Failure Triage and Repair (Chachamaru127/claude-code-harness, 3.2k stars), CI Watchdog (latitude-dev/latitude-llm, 4.7k stars), Megatron-LM CI Failure Triage (NVIDIA/Megatron-LM, 18k stars) and Deploy Release Test (vercel/next.js, 143k 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.