Tool Connector
ZhixiangLuo/10xProductivity
Connect any tool you use at work to your agent — including internal company tools, custom-built systems, deployment portals, incident trackers, internal knowledge bases, HR systems, and commercial…
A skill your agent uses to implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler.
Install Autopilot Issue Delivery Worker
$ npx skills add microsoft/apm --skill autopilot-issue-delivery-worker -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install microsoft/apm autopilot-issue-delivery-worker --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/microsoft/apm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/autopilot-issue-delivery-worker .claude/skills/autopilot-issue-delivery-worker && 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 "autopilot-issue-delivery-worker" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-issue-delivery-worker into .claude/skills/autopilot-issue-delivery-worker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-issue-delivery-worker", 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/microsoft/apm/tree/main/.agents/skills/autopilot-issue-delivery-workerType 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 microsoft/apm --skill autopilot-issue-delivery-worker -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install microsoft/apm autopilot-issue-delivery-worker --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/autopilot-issue-delivery-worker .agents/skills/autopilot-issue-delivery-worker && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "autopilot-issue-delivery-worker" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-issue-delivery-worker into .agents/skills/autopilot-issue-delivery-worker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-issue-delivery-worker", 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 microsoft/apm --skill autopilot-issue-delivery-worker -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install microsoft/apm autopilot-issue-delivery-worker --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/autopilot-issue-delivery-worker .cursor/skills/autopilot-issue-delivery-worker && 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 "autopilot-issue-delivery-worker" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-issue-delivery-worker into .cursor/skills/autopilot-issue-delivery-worker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-issue-delivery-worker", 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/microsoft/apm.git --path .agents/skills/autopilot-issue-delivery-worker--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 microsoft/apm --skill autopilot-issue-delivery-worker -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install microsoft/apm autopilot-issue-delivery-worker --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/autopilot-issue-delivery-worker .gemini/skills/autopilot-issue-delivery-worker && 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 "autopilot-issue-delivery-worker" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-issue-delivery-worker into .gemini/skills/autopilot-issue-delivery-worker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-issue-delivery-worker", 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 microsoft/apm autopilot-issue-delivery-workerInstalls 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 microsoft/apm --skill autopilot-issue-delivery-worker -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/autopilot-issue-delivery-worker .github/skills/autopilot-issue-delivery-worker && 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 "autopilot-issue-delivery-worker" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-issue-delivery-worker into .github/skills/autopilot-issue-delivery-worker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-issue-delivery-worker", 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 microsoft/apm --skill autopilot-issue-delivery-worker -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install microsoft/apm autopilot-issue-delivery-worker --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/microsoft/apm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/autopilot-issue-delivery-worker .opencode/skills/autopilot-issue-delivery-worker && 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 "autopilot-issue-delivery-worker" agent skill from https://github.com/microsoft/apm/tree/main/.agents/skills/autopilot-issue-delivery-worker into .opencode/skills/autopilot-issue-delivery-worker/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "autopilot-issue-delivery-worker", 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.
Facts
- Skill name
autopilot-issue-delivery-worker- GitHub stars
- 4k
- Token cost
- ~1.7k tokens
- SKILL.md length
- 751 words
- Files
- 24 (incl. references, assets)
- Skills in repo
- 27
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses to implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler.
- Works in 4 steps: Caller ORIGIN / INVOCATION_MODE → GH_AW_* or GITHUB_ACTIONS -> unattended → gh api user --jq .login succeeds ->… → …
- Implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler
- SKILL.md covers Activation card, Inputs, ORIGIN and assignment and Gate (both selectors), plus 2 more sections
- Calls gh and node
What it does
Autopilot Issue Delivery Worker is an agent skill from microsoft/apm, published by the product's own GitHub organization. Use this skill to implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler. Queue signal is status/accepted or a named bounded accept; that is not permission. Requires fresh human-scope evidence from scripts/governance before any mutate. May reproduce a bug, implement the accepted change, and open a fix PR. Not a queue manager and not a triage scheduler. Works in the scheduler's session, a child session, Cloud Agent, Remote Agent, or Agentic Workflow.
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. The skill folder holds 24 other files, including reference files and assets (for example `assets/acceptance-observer.md`, `assets/autopilot-triage-schema.json` and `assets/confidence-gate-rubric.md`).
It sits in DevOps & Cloud, covering Monitoring and alerting. It works with GitHub. The repository describes itself as: Agent Package Manager. The licence is MIT.
When your agent uses it
- Implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler
- Tasks that involve Monitoring and alerting
Example prompts
- “/autopilot-issue-delivery-worker”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Caller ORIGIN / INVOCATION_MODE
- GH_AW_* or GITHUB_ACTIONS -> unattended
- gh api user --jq .login succeeds -> actor-session
- Else unattended (fail closed)
What it can do on your machine
Read from SKILL.md and the folder at commit 280b8a7. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Shell commands in SKILL.md call:
ghnode
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use gh, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Autopilot Issue Delivery Worker loads about 1.7k tokens when it runs, and up to ~3.7k if it reads all its reference files. Until then it costs about 130 tokens; SKILL.md has 751 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.
Safety
Auto-check passed
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.
SKILL.md
The full file from microsoft/apm at commit 280b8a7, republished under its MIT licence (© microsoft). 751 words, ~1,746 tokens.
Download SKILL.mdSave it as
.claude/skills/autopilot-issue-delivery-worker/SKILL.md (or your agent's skills folder). This skill also uses 23 other files; get the full folder from GitHub.- name
- autopilot-issue-delivery-worker
- description
- Use this skill to implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler. Queue signal is `status/accepted` or a named bounded accept; that is not permission. Requires fresh human-scope evidence from scripts/governance before any mutate. May reproduce a bug, implement the accepted change, and open a fix PR. Not a queue manager and not a triage scheduler. Works in the scheduler's session, a child session, Cloud Agent, Remote Agent, or Agentic Workflow.
- activation_card
- on
autopilot-issue-delivery-worker
Per-issue implementation worker. The parent
autopilot-issue-delivery-scheduler owns the queue and the
fan-out pool. You own exactly one ISSUE_NUMBER.
Do not pick more issues. Do not fill other slots.
Activation card
activation_card: on. Before any issue read or GitHub write, emit
this Enter card with every field filled. Missing field -> stop.
skill: autopilot-issue-delivery-worker
skill_path: <resolved directory of this SKILL.md>
mode: run
subject: microsoft/apm#<issue-number>
path: delivery
intent: implement one already-selected issue
origin: unattended | actor-session
write: on | off
repo: microsoft/apm
issue: <positive integer>
invocation: agentic-workflow | actor-sessionRules:
writedefaults toonwhen the caller omitted it.write: offreturns the filled template only. Do not assign, comment, label, edit, or open a PR.write: onmay assign@me(actor-session only) and implement inside the accepted scope. Unattended never assigns and never implements.originfail-closed unknown ->unattended.- One issue. Do not nest a scheduler path.
After the run, emit this Exit receipt:
skill: autopilot-issue-delivery-worker
subject: microsoft/apm#<issue-number>
path: delivery
write: on | off
assigned: yes | no | skipped
pushed: yes | no
approved: n/aInputs
ISSUE_NUMBER-- requiredSELECTOR--all(default) orbugsREPO_ROOT-- requiredORIGIN-- if the parent passed it, honor it; else resolveTRUSTED_GOVERNANCE_ROOT-- trusted default-branch copyAPPROVAL_URL-- nominated scope-comment URLHUMAN_SCOPE_RECEIPT-- current human confirmation, not a stored grant
ORIGIN and assignment
Resolve ORIGIN before any GitHub write:
- Caller ORIGIN / INVOCATION_MODE
GH_AW_*orGITHUB_ACTIONS->unattendedgh api user --jq .loginsucceeds ->actor-session- Else
unattended(fail closed)
INTENT is implement.
When ORIGIN is actor-session, assignment is a hard gate. It
is the public signal of which user is working this issue.
GitHub allows multiple assignees, so a read-then-add is not
a claim. Before reproduce, edits, or a PR:
- Read current assignees. Ignore bot logins (
github-actions,dependabot,copilot,web-flow). - If another human is assigned, escalate. Do not steal.
- If unassigned,
gh issue edit --add-assignee @me. - Re-read assignees immediately. Continue only if
@meis the sole human assignee. Being listed among several humans is not a claim. - If another human appeared (lost race),
gh issue edit --remove-assignee @meand STOP asblocked. Do not implement. - If already assigned to
@mealone, continue. - Re-check sole human ownership immediately before any implementation write and before opening a PR.
Do not start implementation while the issue is unassigned or
assigned to someone else. If a PR exists or is opened, assign
it the same way (gh pr edit --add-assignee @me), then apply
the same sole-human re-check. Do not request that actor as a
reviewer. Never alter CODEOWNERS reviewRequests. If ORIGIN
is unattended or unknown, skip assignee writes. A failed
required assignee write is blocked.
Never write human decision labels. Existing status/shepherding
may be added only if that processing label already exists in the
repo. Do not apply status/accepted.
Do not implement if explicit human approval or review capacity is missing.
Show full SKILL.md (333 more words)Show less
Gate (both selectors)
Refuse unless the issue already has status/accepted or the
parent recorded a bounded accept. That is the queue signal,
not permission. triage/recommended and status/triaged are
not authorization. Escalate; do not implement.
Selector bugs also requires type/bug. Selector all accepts
any type.
Then re-check human-scope evidence. Do not create another
parser or roster; authority.cjs alone interprets the record.
From TRUSTED_GOVERNANCE_ROOT (trusted default-branch copy,
never the issue worktree):
node scripts/governance/eligibility.cjs --help
node scripts/governance/eligibility.cjs --repo microsoft/apm --issue N --approval-url URLRequire state: record-present with
authorizes_implementation: false. That result is evidence,
never permission; current snapshots cannot detect deleted withdrawals.
Then require fresh explicit responsible-human
confirmation for this issue's bounded scope. ORIGIN
unattended never claims to have obtained it -- STOP and
return blocked. ORIGIN actor-session may proceed only
after the caller confirms in this session. Assignment,
labels, eligibility reports, and prior receipts are not that
confirmation. Any other state (withdrawn, error, missing
tool) -- STOP.
Procedure
- Do not run the triage scheduler. Triage belongs to
autopilot-issue-triage-scheduler. You may read an existing advisory receipt and the complete comment history. - If ORIGIN is
actor-session, pass the assignment hard gate first. - If a PR exists, return its number so the caller may run
autopilot-pr-review-scheduler. Do not request yourself as reviewer. Do not start PR review from this worker. - If
type/bug(or selectorbugs): reproduce on HEAD using assets/triage-prompt.md (LEGIT / UNCLEAR / FIXED-AT-HEAD). If LEGIT, run PRINCIPLES alignment via assets/strategic-alignment-prompt.md. If greenfield and aligned: assets/fix-prompt.md (TDD + mutation-break), then open one PR. - Otherwise follow
assets/solution-pipeline-prompt.md
and type-specific
assets/implement-*.md. Open at most one PR. Author the body with pr-description-skill.
Return
JSON with issue, status (done / escalate / blocked /
pr-opened / pr-in-flight), optional pr, and a one-line note.
inspect status before reading pr or branch.
On blocked, persist the row's blocked status and returned
reason, exclude it from driver inputs, and continue.
Malformed or wrong-issue returns also block.
Only pr-opened returns are handed to
autopilot-pr-review-scheduler. Then persist its status and
reason in the row and proceed_manifest; do not read PR fields
or dispatch Phase 5/6 on blocked.
Do not auto-merge.
ASCII only.
© microsoft, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 23 other files (references, assets) in .agents/skills/autopilot-issue-delivery-worker of microsoft/apm.
- SKILL.md
- assets/acceptance-observer.md
- assets/autopilot-triage-schema.json
- assets/confidence-gate-rubric.md
- assets/final-report-template.md
- assets/fix-prompt.md
- assets/ground-truth-table.md
- assets/ideate-prompt.md
- assets/implement-bug.md
- assets/implement-docs.md
- assets/implement-feature.md
- assets/implement-refactor.md
- assets/model-routing.md
- assets/plan-panel-prompt.md
- assets/plan-schema.json
- assets/solution-pipeline-prompt.md
- assets/strategic-alignment-prompt.md
- assets/task-implement-prompt.md
- assets/triage-digest-template.md
- assets/triage-prompt.md
- … and 4 more
Open the folder on GitHubat commit 280b8a7
Compare with similar skills
Autopilot Issue Delivery Worker 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 |
|---|---|---|---|---|---|---|
| Autopilot Issue Delivery Worker this skillmicrosoft/apm | 4k | — | ~1.7k | Automated safety check: Pass | MIT | |
| Tool ConnectorZhixiangLuo/10xProductivity | 478 | — | ~925 | Automated safety check: Pass | MIT | |
| Golang Samber Hotsamber/cc-skills-golang | 3.4k | — | ~2k | Automated safety check: Pass | MIT | |
| Admingrafana/skills | 279 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Skill Findermizchi/skills | 356 | — | ~3.2k | Automated safety check: Pass | None | |
| Datasources Provisioninggrafana/skills | 279 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 |
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Works with
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Questions about Autopilot Issue Delivery Worker
What does Autopilot Issue Delivery Worker do?
A skill your agent uses to implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler. Autopilot Issue Delivery Worker is an agent skill from microsoft/apm, published by the product's own GitHub organization. Use this skill to implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler.
When should I use Autopilot Issue Delivery Worker?
Autopilot Issue Delivery Worker fits situations like: implement ONE microsoft/apm issue already selected by autopilot-issue-delivery-scheduler; tasks that involve Monitoring and alerting.
How do I install Autopilot Issue Delivery Worker in Claude Code?
Run `npx skills add microsoft/apm --skill autopilot-issue-delivery-worker -a claude-code`. Or copy the skill folder (.agents/skills/autopilot-issue-delivery-worker in microsoft/apm) into .claude/skills/autopilot-issue-delivery-worker in your project. Claude Code loads it when a task matches its description.
How do I install Autopilot Issue Delivery Worker in Codex?
Run `npx skills add microsoft/apm --skill autopilot-issue-delivery-worker -a codex`. Or copy the skill folder (.agents/skills/autopilot-issue-delivery-worker in microsoft/apm) into .agents/skills/autopilot-issue-delivery-worker in your project. Codex loads it when a task matches its description.
Can I use Autopilot Issue Delivery Worker in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add microsoft/apm --skill autopilot-issue-delivery-worker -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/autopilot-issue-delivery-worker, .gemini/skills/autopilot-issue-delivery-worker, .github/skills/autopilot-issue-delivery-worker and .opencode/skills/autopilot-issue-delivery-worker in your project.
What does Autopilot Issue Delivery Worker need to run?
Going by SKILL.md and its folder, Autopilot Issue Delivery Worker needs the command-line tools its instructions call (gh and node).
Does Autopilot Issue Delivery Worker access the network?
SKILL.md contains no URLs. Its commands use gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Autopilot Issue Delivery Worker safe to install?
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.
What licence does Autopilot Issue Delivery Worker use?
Autopilot Issue Delivery Worker is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Autopilot Issue Delivery Worker use?
About 1.7k tokens (SKILL.md is roughly 7k 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 2k tokens, read only when the agent opens those files.
What are the alternatives to Autopilot Issue Delivery Worker?
Skills that share tags, products or a category with Autopilot Issue Delivery Worker: Tool Connector (ZhixiangLuo/10xProductivity, 478 stars), Golang Samber Hot (samber/cc-skills-golang, 3.4k stars), Admin (grafana/skills, 279 stars) and Skill Finder (mizchi/skills, 356 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Autopilot Issue Delivery Worker?
microsoft (a GitHub organization, an official publisher) maintains it in microsoft/apm, which has 3,978 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on October 7, 2026.
Source: microsoft/apm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.