Management Talk
thananon/9arm-skills
Rewrite engineer-to-engineer content for engineering-org leadership (VPs, directors, PMs, release managers, execs in an engineering-savvy company) and shape it for the channel it is going to — JIRA…
Autonomously work on Jira backlog tickets, creating PRs and shepherding them to merge
$ npx skills add DataDog/datadog-agent --skill auto-jira -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install DataDog/datadog-agent auto-jira --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/DataDog/datadog-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/auto-jira .claude/skills/auto-jira && 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 "auto-jira" agent skill from https://github.com/DataDog/datadog-agent/tree/main/.agents/skills/auto-jira into .claude/skills/auto-jira/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-jira", 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/DataDog/datadog-agent/tree/main/.agents/skills/auto-jiraType 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 DataDog/datadog-agent --skill auto-jira -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install DataDog/datadog-agent auto-jira --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DataDog/datadog-agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/auto-jira .agents/skills/auto-jira && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "auto-jira" agent skill from https://github.com/DataDog/datadog-agent/tree/main/.agents/skills/auto-jira into .agents/skills/auto-jira/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-jira", 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 DataDog/datadog-agent --skill auto-jira -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install DataDog/datadog-agent auto-jira --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DataDog/datadog-agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/auto-jira .cursor/skills/auto-jira && 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 "auto-jira" agent skill from https://github.com/DataDog/datadog-agent/tree/main/.agents/skills/auto-jira into .cursor/skills/auto-jira/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-jira", 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/DataDog/datadog-agent.git --path .agents/skills/auto-jira--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 DataDog/datadog-agent --skill auto-jira -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install DataDog/datadog-agent auto-jira --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DataDog/datadog-agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/auto-jira .gemini/skills/auto-jira && 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 "auto-jira" agent skill from https://github.com/DataDog/datadog-agent/tree/main/.agents/skills/auto-jira into .gemini/skills/auto-jira/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-jira", 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 DataDog/datadog-agent auto-jiraInstalls 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 DataDog/datadog-agent --skill auto-jira -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/DataDog/datadog-agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/auto-jira .github/skills/auto-jira && 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 "auto-jira" agent skill from https://github.com/DataDog/datadog-agent/tree/main/.agents/skills/auto-jira into .github/skills/auto-jira/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-jira", 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 DataDog/datadog-agent --skill auto-jira -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install DataDog/datadog-agent auto-jira --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/DataDog/datadog-agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/auto-jira .opencode/skills/auto-jira && 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 "auto-jira" agent skill from https://github.com/DataDog/datadog-agent/tree/main/.agents/skills/auto-jira into .opencode/skills/auto-jira/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "auto-jira", 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.
auto-jiraAutonomously work on Jira backlog tickets, creating PRs and shepherding them to merge
Auto Jira is an agent skill from DataDog/datadog-agent, published by the product's own GitHub organization. Autonomously work on Jira backlog tickets, creating PRs and shepherding them to merge
Its SKILL.md is about 2.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files (for example `README.md`, `ci-validation.md` and `pr-workflow.md`).
It works with Jira. The repository describes itself as: Main repository for Datadog Agent. The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a706f1a. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use git, which can reach the network depending on how they are called.
From 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.
Auto Jira loads about 2.2k tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 810 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 DataDog/datadog-agent at commit a706f1a, republished under its Apache-2.0 licence (© DataDog). 810 words, ~2,222 tokens.
.claude/skills/auto-jira/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.This skill autonomously identifies Jira backlog tickets for a given board that can be worked on without human intervention, implements the code change, and creates draft PRs. Once a draft PR is open, the skill moves on to the next ticket.
Arguments: $ARGUMENTS
For every write action:
Write actions include: creating PRs, posting Jira comments, pushing commits, transitioning ticket status, assigning tickets.
Track all work in AUTO_JIRA.md (gitignored, local only):
NEVER commit this file. Update it as you work, removing notes for completed work and keeping focus on in-progress state and next steps.
Per-ticket loop (repeat until --max-cards reached or no eligible tickets):
1. SELECT TICKET -> Find eligible ticket from board backlog
2. CLAIM TICKET -> Assign to user + add to current sprint
3. IMPLEMENT -> Code change
4. VERIFY -> Run dda inv test + dda inv linter.go on affected packages (fix before continuing)
5. COMMIT & PUSH -> Single focused commit, then git push
6. CREATE PR (DRAFT) -> Open draft PR against main
7. FIX PR TITLE -> Rename to [auto-jira][<KEY>] <description> using gh pr edit
8. LINK & COMMENT -> Post PR link on Jira ticket| When you need to... | Read this |
|---|---|
| Select or claim a Jira ticket | ticket-workflow.md |
| Create a PR | pr-workflow.md |
| Evaluate a ticket that links to CI logs | ci-validation.md |
| Debug common issues | troubleshooting.md |
Do NOT load all docs at once. Only read what is relevant to the current task.
Parse $ARGUMENTS:
ACTP, AGENTCFG, CONTINT3)If BOARD is missing, stop and ask the user.
Initialize AUTO_JIRA.md:
# Auto-JIRA Run — <BOARD> — <TODAY>
## Configuration
- Board: <BOARD>
- Max cards: <N>
- Before date: <BEFORE_DATE>
- Exclude: <EXCLUDED_WORDS or "none">
## In Progress
_none_
## Skipped
_none_Use the Atlassian MCP tools as the primary method:
mcp__atlassian__searchJiraIssuesUsingJql — query tickets
mcp__atlassian__getJiraIssue — fetch ticket details
mcp__atlassian__editJiraIssue — assign, update fields
mcp__atlassian__transitionJiraIssue — change status
mcp__atlassian__addCommentToJiraIssue — add comments
mcp__atlassian__getTransitionsForJiraIssue — list available transitions
mcp__atlassian__atlassianUserInfo — get your account IDAll calls use cloudId: datadoghq.atlassian.net.
If MCP authentication fails for any reason, STOP. Mark the ticket HOLD and report the failure.
Discover the repository root from the current working tree:
git rev-parse --show-toplevelAlways work from this directory. If this command fails (not in a git repo), stop and inform the user.
Local checks catch problems before CI. Do not skip or work around them:
--no-verifydda inv install-toolsDO work on tickets that:
jira_statuses for the team in .ddqa/config.toml (typically To Do)<BEFORE_DATE>do-not-autosolve is NOT setDO NOT work on tickets that:
When uncertain → skip. The goal is reliable autonomous completion, not ambitious attempts that get stuck.
Check eligibility quickly — do a codebase search to confirm the issue is not already fixed before starting any implementation work.
Every interaction must be clearly attributed as coming from Auto-JIRA.
| Platform | Format |
|---|---|
| Jira comment | End with: — Auto-JIRA (https://github.com/DataDog/datadog-agent/blob/main/.agents/skills/auto-jira/SKILL.md) |
| GitHub PR body | Include: _Created by [Auto-JIRA](https://github.com/DataDog/datadog-agent/blob/main/.agents/skills/auto-jira/SKILL.md)._ |
| GitHub comment | End with: _— [Auto-JIRA](https://github.com/DataDog/datadog-agent/blob/main/.agents/skills/auto-jira/SKILL.md)_ |
| Commit | Co-author line: Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com> |
When something requires human intervention:
AUTO_JIRA.md with the blockerTriggers:
Print TASK COMPLETED only when ALL are true:
--max-cards limit has been reachedPrint TASK FAILED only when:
After completing one ticket, always check for more work before stopping.
Every write action needs PRE-CHECK and POST-CHECK.
PRE-ACTION:
Agent(
prompt="""You are a Critic agent.
MODE: PRE-ACTION
PROPOSED ACTION:
[What you are about to do]
PROPOSED CONTENT:
[The exact message / comment / command]
Verify all factual claims and links. Respond APPROVED or REJECTED with evidence.""",
subagent_type="general-purpose"
)POST-ACTION:
Agent(
prompt="""You are a Critic agent.
MODE: POST-ACTION
ACTION TAKEN:
[What was supposed to happen]
EXPECTED RESULT:
[What should be visible now]
Verify the action actually succeeded. Respond APPROVED or REJECTED with evidence.""",
subagent_type="general-purpose"
)If Critic rejects: fix the issues, try again, get a clean APPROVED before continuing.
--no-verify) or force-push to main.git add -A or git add . — stage specific files by name.AUTO_JIRA.md — local tracking only..agents/skills/auto-jira/ — the auto-jira skill must not edit itself. If a ticket would require changes to these files, skip it.| State | When to use |
|---|---|
| In Progress | Actively working on implementation |
| HOLD | Blocked, needs human intervention |
Branch naming: auto-jira/<KEY>-brief-description (lowercase, hyphens only)
© DataDog, Apache-2.0. 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 5 other files in .agents/skills/auto-jira of DataDog/datadog-agent.
Open the folder on GitHubat commit a706f1a
Auto Jira 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 |
|---|---|---|---|---|---|---|
| Auto Jira this skillDataDog/datadog-agent | 3.8k | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | |
| Management Talkthananon/9arm-skills | 3.2k | — | ~3.2k | Automated safety check: Pass | None | |
| YugabyteDB Issue Creatoryugabyte/yugabyte-db | 11k | — | ~2k | Automated safety check: Pass | Custom licence | |
| Dynamo Jira TicketDynamoDS/Dynamo | 2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Code Reviewcroffasia/itsaplan | 913 | — | ~2k | Automated safety check: Pass | AGPL-3.0 | |
| Connect Apps with ComposioComposioHQ/awesome-claude-skills | 77k | 3 repos | ~557 | Automated safety check: Pass | None |
thananon/9arm-skills
Rewrite engineer-to-engineer content for engineering-org leadership (VPs, directors, PMs, release managers, execs in an engineering-savvy company) and shape it for the channel it is going to — JIRA…
yugabyte/yugabyte-db
Creates a GitHub issue or JIRA ticket for a YugabyteDB change or bug, after scrubbing customer data, secrets and unreleased details from anything public.
DynamoDS/Dynamo
Create structured Jira tickets for Dynamo from bug reports, failing tests, or feature requests.
croffasia/itsaplan
A skill your agent uses when reviewing code — a diff, a merge request, a file, a directory, or a feature.
ComposioHQ/awesome-claude-skills
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.
SAP/spartacus
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.
DataDog/datadog-agent
Classify a failed CI as either caused by an active incident, flakiness, or a true code regression.
DataDog/datadog-agent
Run a structured discovery session to build an Allium specification through conversation.
DataDog/datadog-agent
Monitor the current PR's GitLab pipeline to completion, then report success, auto-fix, or investigate a failure.
DataDog/datadog-agent
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/datadog-agent
Explains a lading.yaml config file from the regression test suite, using the lading Rust source as ground truth for field meanings and defaults.
DataDog/datadog-agent
Extract an Allium specification from an existing codebase. An agent skill from DataDog/datadog-agent.
Works with
Autonomously work on Jira backlog tickets, creating PRs and shepherding them to merge. Auto Jira is an agent skill from DataDog/datadog-agent, published by the product's own GitHub organization.
Run `npx skills add DataDog/datadog-agent --skill auto-jira -a claude-code`. Or copy the skill folder (.agents/skills/auto-jira in DataDog/datadog-agent) into .claude/skills/auto-jira in your project. Claude Code loads it when a task matches its description.
Run `npx skills add DataDog/datadog-agent --skill auto-jira -a codex`. Or copy the skill folder (.agents/skills/auto-jira in DataDog/datadog-agent) into .agents/skills/auto-jira 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 DataDog/datadog-agent --skill auto-jira -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/auto-jira, .gemini/skills/auto-jira, .github/skills/auto-jira and .opencode/skills/auto-jira in your project.
Going by SKILL.md and its folder, Auto Jira needs the command-line tools its instructions call (git).
SKILL.md contains no URLs. Its commands use git, which can reach the network depending on how they are called. 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.
Auto Jira is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.2k tokens (SKILL.md is roughly 8.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Auto Jira: Management Talk (thananon/9arm-skills, 3.2k stars), YugabyteDB Issue Creator (yugabyte/yugabyte-db, 11k stars), Dynamo Jira Ticket (DynamoDS/Dynamo, 2k stars) and Code Review (croffasia/itsaplan, 913 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
DataDog (a GitHub organization, an official publisher) maintains it in DataDog/datadog-agent, which has 3,759 GitHub stars. The repository holds 35 skills in this directory. The repository was last updated on October 9, 2026.
Source: DataDog/datadog-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.