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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Creates a GitHub issue or JIRA ticket for a YugabyteDB change or bug, after scrubbing customer data, secrets and unreleased details from anything public. | yugabyte/ | 11k | — | ~2k | Automated safety check: Pass | Unknown | today |
| 2 | Create structured Jira tickets for Dynamo from bug reports, failing tests, or feature requests. | DynamoDS/ | 2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | A skill your agent uses when reviewing code — a diff, a merge request, a file, a directory, or a feature. | croffasia/ | 926 | — | ~2k | Automated safety check: Pass | AGPL-3.0 | today |
| 4 | Connects an agent to 1000+ external apps through the Composio Tool Router plugin, so it can actually send emails, create issues and post messages instead of only drafting them. | ComposioHQ/ | 77k | 3 repos | ~557 | Automated safety check: Pass | No licence | 23 days ago |
| 5 | A skill your agent uses when the user asks to generate, write, or draft a pull request (PR) body or description for the current branch. | SAP/ | 784 | — | ~499 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 6 | Link the current Claude Code session to a ticket (Linear, Jira, GitHub Issues, or GitHub Pull Requests) and cache its title/status in karma. | JayantDevkar/ | 329 | — | ~1.8k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 7 | Lets an agent view, create, update and transition Jira issues in natural language, automatically choosing between the jira CLI and Atlassian MCP tools. | jjmartres/ | 133 | 3 repos | ~1.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 8 | Analyze current GraalPy periodic job failures for ROTA. An agent skill from oracle/graalpython. | oracle/ | 1.7k | — | ~792 | Automated safety check: Pass | Unknown | 2 days ago |
| 9 | A skill your agent uses when generating a customer-facing CHANGELOG between two SDK release tags. | bouffalolab/ | 500 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 8 days ago |
| 10 | 10.Kanban Tui Comprehensive kanban board and task management via ktui CLI. | Zaloog/ | 285 | — | ~4.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 11 | 11.Octo Loop A skill your agent uses when operating the Octo Loop control plane through the octo-cli loop commands: reading or writing Fleet tasks, comments, metadata, projects, and labels; dispatching work to… | Mininglamp-OSS/ | 918 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | 12.Opendocs Generates multi-format documentation (Word, PDF, PPTX, Markdown blog post, JIRA ticket, FAQ, changelog, LaTeX, social snippet, architecture diagram) from a GitHub README, npm package, local Markdown… | ioteverythin/ | 234 | — | ~746 | Automated safety check: Notes | MIT | 1 mo ago |
| 13 | 13.Leanspec The spec-coding methodology for AI-assisted development. An agent skill from codervisor/leanspec. | codervisor/ | 296 | — | ~1.8k | Automated safety check: Pass | MIT | 4 mo ago |
| 14 | A skill your agent uses when an engineer or manager asks to recap, summarize, or post an update on a Jira Epic — a progress update for an in-progress Epic (how far along it is, what's shipped so… | DataDog/ | 3.8k | — | ~5k | Automated safety check: Notes | Apache-2.0 | today |
| 15 | Generate PR descriptions for Dynamo that align with the team template section names and order. | DynamoDS/ | 2k | — | ~880 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | 16.Bug Trace Find the root cause of a reported bug: take in the report (GitHub issue, Jira ticket, file, or pasted text), trace the failing path hop by hop with each hop's runtime precondition, find the recent… | BuilderIO/ | 7.1k | — | ~555 | Automated safety check: Pass | No licence | today |
| 17 | 17.Triage Triage an incoming GitHub, Jira, Linear, or other issue-tracker issue against the current codebase and related issues, then return a structured decision with exactly one triage state. | bholmesdev/ | 1.5k | — | ~1.5k | Automated safety check: Pass | MIT | 9 days ago |
| 18 | Retrieves and reads issues from JIRA using the Atlassian CLI or REST API. | telerik/ | 167 | — | ~481 | Automated safety check: Pass | Unknown | 3 days ago |
| 19 | 19.Mfs Find Search, grep, browse, and read across registered MFS data sources via the mfs CLI — codebases, docs, PDFs, web crawls, databases (postgres/mysql/mongo/snowflake/bigquery), issue trackers… | zilliztech/ | 154 | — | ~4k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 20 | Turns a PRD, issue or description into an implementation-ready plan grounded in codebase evidence, adding root-cause analysis for bugs and publishing issue plans back to the issue. | Wirasm/ | 2.3k | — | ~4.1k | Automated safety check: Pass | MIT | 9 days ago |
| 21 | 21.Review PR Review a pull request against Insights architecture standards — fetches PR diff, verifies previous comments are addressed, validates PR metadata (title, branch, JIRA, size), runs a code-standards… | linuxfoundation/ | 282 | — | ~2.7k | Automated safety check: Notes | MIT | 10 days ago |
| 22 | Create OpenCode plugins using the @opencode-ai/plugin SDK. An agent skill from IgorWarzocha/Opencode-Workflows. | IgorWarzocha/ | 122 | — | ~2.4k | Automated safety check: Pass | No licence | 8 mo ago |
| 23 | Support spec-driven development in projects that use OpenFastTrace, a system-requirements document in doc/systemrequirements.md, an arc42-style design in doc/design.md, and per-issue task plans in… | itsallcode/ | 197 | — | ~2k | Automated safety check: Pass | GPL-3.0 | yesterday |
| 24 | 24.Pilot Update Post a biweekly Agentic SDLC pilot update comment to PROJQUAY-11352. | quay/ | 2.8k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | MUST be used for any request to draft, write, compose, or reword text another person will read, including 'draft a message', 'draft a reply', 'draft a Slack message', 'write an email', 'draft a PR… | kylesnowschwartz/ | 114 | — | ~3.6k | Automated safety check: Pass | No licence | today |
| 26 | 26.Mfs Ingest Register, update, or re-sync data sources for MFS so they become searchable — postgres / mysql / mongo / snowflake / bigquery, github / jira / linear / notion / hubspot / zendesk, slack / discord /… | zilliztech/ | 154 | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 27 | 27.PRP Plan Writes an implementation-ready plan for a feature, bug fix, refactor or chore from a PRD, issue or description, grounded in codebase evidence, and can post it back to the source issue. | Wirasm/ | 2.3k | — | ~4k | Automated safety check: Pass | MIT | 9 days ago |
| 28 | 28.Mex Relay Prepare and manage durable MEX team handoffs. An agent skill from BenCodez/VotingPlugin. | BenCodez/ | 100 | 1 repo | ~1.1k | Automated safety check: Pass | Unknown | yesterday |
| 29 | Nightly refactor review: find the systems the last day's commits hit hardest, use three weeks of history to tell fragile from fast-moving, write a plan per systemic fix, and file deduplicated Jira… | BuilderIO/ | 7.1k | — | ~957 | Automated safety check: Pass | No licence | today |
| 30 | 30.Adhoc PR Ad-hoc Pull Request Publisher — commits the current changes, pushes the branch, opens a GitHub pull request against the repository's default branch, and creates a matching SSP Jira issue in the… | shopsys/ | 350 | — | ~2.3k | Automated safety check: Pass | Unknown | 2 days ago |
| 31 | 31.Code Review Reviews pull requests in this repository for the defect classes a mechanical checklist misses: documentation that outlived the code it describes, reaction and retry state that leaks or clobbers a… | sortie-ai/ | 198 | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 32 | 32.Akb Ingest Ingest whatever you point at into an AKB vault — a local file, a web URL, a GitHub PR/release/commit, a Confluence page, or a Jira issue. | dnotitia/ | 162 | — | ~2k | Automated safety check: Pass | Unknown | today |
| 33 | Runs an end-to-end workflow to diagnose, reproduce, fix and validate a failing integration test in the Datadog Terraform provider, ending with a draft PR. | DataDog/ | 468 | — | ~2.4k | Automated safety check: Notes | MPL-2.0 | 2 days ago |
| 34 | Diagnose a bounded backend or multi-service failure from GitHub Issues, Jira, Aone, user-provided exports, logs, traces, responses, stack traces, or job records. | QoderAI/ | 2.4k | — | ~1.2k | Automated safety check: Pass | MIT | 3 days ago |
| 35 | 35.Triage Triage an incoming GitHub, Jira, Linear, or other issue-tracker issue against the current codebase and related open issues, then return a structured decision with exactly one… | warpdotdev-demos/ | 334 | — | ~2.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 36 | File and track refactor findings in Jira without duplicates: match a run against existing refactor-findings tickets, create tickets from plan files (Pod, label, attached plan, run link), record… | BuilderIO/ | 7.1k | — | ~779 | Automated safety check: Pass | No licence | today |
| 37 | Explains how the sfdx-hardis Salesforce CLI plugin is built: its TypeScript and Oclif stack, command layout, agent-mode flag and provider classes for git, notifications and AI. | hardisgroupcom/ | 404 | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 | yesterday |
| 38 | Read a release notes file and edit it using Jira release data and GitHub pull requests as co-equal, optional sources. | chef/ | 143 | — | ~5.2k | Automated safety check: Pass | Unknown | 2 days ago |
| 39 | 39.Jira Issue 当需要访问 Jira 内容时使用,包括创建、评论、搜索 issue 以及获取具体 issue 内容. An agent skill from zclllyybb/OpenGiraffe. | zclllyybb/ | 106 | — | ~2.1k | Automated safety check: Warn | No licence | 5 mo ago |
| 40 | Queries and edits Jira issues and Confluence pages through an MCP server, covering JQL and CQL queries, server setup, authentication and sprint or backlog workflows. | Jeffallan/ | 12k | — | ~1.3k | Automated safety check: Pass | MIT | 8 days ago |
| 41 | Scans open GitHub issues and discussions, flags duplicates, scores priority and proposes labels into issue-triage-state.md without ever labeling or closing. | cobusgreyling/ | 11k | — | ~848 | Automated safety check: Pass | MIT | today |
| 42 | 42.Atlassian Manage Jira issues and Confluence wiki pages in Atlassian Cloud. | sanjay3290/ | 432 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 43 | Move an in-progress public GitHub PR for a security fix into a GitHub Security Advisory's temporary private fork (TPF) so the remaining work continues privately. | BoldGrid/ | 166 | — | ~18k | Automated safety check: Pass | GPL-2.0 | 5 days ago |
| 44 | Creates missing DGW Jira tickets from CHANGELOG.md entries and updates the file with the new ticket links. | Devolutions/ | 162 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 45 | A skill your agent uses when preparing a CODAP v3 release, creating release notes, updating version files, creating release PRs, tagging releases, or deploying to staging/production. | concord-consortium/ | 106 | — | ~15k | Automated safety check: Pass | MIT | yesterday |
| 46 | Parse a Prow CI job URL or Jira ticket to extract E2E test failure details including test name, spec file, release branch, platform, and error messages | redhat-developer/ | 171 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 47 | Connect Databricks Apps to external services using Unity Catalog HTTP connections and retrieve Databricks secrets. | databricks-solutions/ | 183 | — | ~1.1k | Automated safety check: Pass | Unknown | 7 days ago |
| 48 | 48.Airweave Context retrieval layer for AI agents across users' applications. | CraftOS-dev/ | 392 | — | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |