Cloud Cost Optimization
wshobson/agents
Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.
How to complete browser/interactive logins (aws / gh / glab / gcloud).
$ npx skills add yc-software/qm --skill interactive-login -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install yc-software/qm interactive-login --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/yc-software/qm.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills-seed/interactive-login .claude/skills/interactive-login && 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 "interactive-login" agent skill from https://github.com/yc-software/qm/tree/main/skills-seed/interactive-login into .claude/skills/interactive-login/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interactive-login", 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/yc-software/qm/tree/main/skills-seed/interactive-loginType 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 yc-software/qm --skill interactive-login -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install yc-software/qm interactive-login --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yc-software/qm.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills-seed/interactive-login .agents/skills/interactive-login && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "interactive-login" agent skill from https://github.com/yc-software/qm/tree/main/skills-seed/interactive-login into .agents/skills/interactive-login/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interactive-login", 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 yc-software/qm --skill interactive-login -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install yc-software/qm interactive-login --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yc-software/qm.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills-seed/interactive-login .cursor/skills/interactive-login && 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 "interactive-login" agent skill from https://github.com/yc-software/qm/tree/main/skills-seed/interactive-login into .cursor/skills/interactive-login/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interactive-login", 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/yc-software/qm.git --path skills-seed/interactive-login--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 yc-software/qm --skill interactive-login -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install yc-software/qm interactive-login --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yc-software/qm.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills-seed/interactive-login .gemini/skills/interactive-login && 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 "interactive-login" agent skill from https://github.com/yc-software/qm/tree/main/skills-seed/interactive-login into .gemini/skills/interactive-login/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interactive-login", 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 yc-software/qm interactive-loginInstalls 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 yc-software/qm --skill interactive-login -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/yc-software/qm.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills-seed/interactive-login .github/skills/interactive-login && 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 "interactive-login" agent skill from https://github.com/yc-software/qm/tree/main/skills-seed/interactive-login into .github/skills/interactive-login/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interactive-login", 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 yc-software/qm --skill interactive-login -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install yc-software/qm interactive-login --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/yc-software/qm.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills-seed/interactive-login .opencode/skills/interactive-login && 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 "interactive-login" agent skill from https://github.com/yc-software/qm/tree/main/skills-seed/interactive-login into .opencode/skills/interactive-login/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "interactive-login", 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.
interactive-loginHow to complete browser/interactive logins (aws / gh / glab / gcloud).
Interactive Login is an agent skill from yc-software/qm. How to complete browser/interactive logins (aws / gh / glab / gcloud). The platform backgrounds the login poller so it survives the human's browser round-trip — and when that does NOT work.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It works with Amazon Web Services and Google Cloud. The repository describes itself as: Multiplayer agent harness for work. The licence is MIT.
Read from SKILL.md and the folder at commit 23af31b. 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:
awsghglabgcloudFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use aws, gh, glab and gcloud, 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.
Interactive Login loads about 1.3k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 752 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 yc-software/qm at commit 23af31b, republished under its MIT licence (© yc-software). 752 words, ~1,263 tokens.
.claude/skills/interactive-login/SKILL.md (or your agent's skills folder).Some logins are interactive: the CLI prints a verification URL + one-time code, then
polls the provider until the human approves in a browser, and only then writes the
token to $HOME. Run that as a plain blocking execute and it either hangs your whole
turn waiting for a human, or — worse — the turn's sandbox is torn down at turn end and
the poller dies before the human finishes, so nothing is ever saved. The next turn
starts over and loops forever.
You usually don't have to manage any of this. Just run the native login command.
aws sso login --use-device-codeAWS (and CLIs that log in through AWS SSO): always pass
--use-device-code(aws sso login≥ CLI v2 2.22). The bare form uses a PKCE flow that redirects to127.0.0.1and only completes if the approving browser is on the same machine as the CLI. Since the user approves on their computer, that flow can never finish on the agent computer;--use-device-codeforces the device-grant (URL + code, completed by server-side polling) that works cross-device.
On the resident, per-scope agent computer (the production substrate), the platform
recognizes these as interactive logins and runs each as a durable process session
(ADR 0002): it returns the verification URL + code to you immediately instead of
blocking, and keeps polling the provider on the agent computer across turns. (This
recognition is wired only where the backend supports process sessions — on a per-turn
local/docker sandbox nothing intercepts the command and it just blocks; see "When it
will NOT work".) When the human approves, the poller writes the token into the
durable $HOME and exits. Give the user the URL + code, tell them to approve, then on
a later turn re-run the same command (or any command for that tool) — if approval
landed, the platform reports you're already authenticated; if not, you get the same URL
So the right pattern is: run the native login, hand over the URL + code, continue, and re-check later. You do not poll in a loop, you do not hold the turn open, and you do not hand-roll the exchange yourself.
SANDBOX=fly): it has durable process sessions and a durable $HOME, so a login
started in one turn is still polling in the next and the token persists.aws sso login,
gh auth login, glab auth login, gcloud auth login. The platform knows these
poll-then-write and keeps them alive for you.--with-token / --token --stdin, a service-account / credentials file, or
--cred-file. The platform deliberately leaves those non-interactive token forms to
run normally (it only backgrounds the interactive login).& / nohup
does not make a process survive between turns. Only declared session kinds are
kept alive past teardown, and today only the interactive-login broker is wired in.
A dev server, a long build, or a sleep you launch will be reaped when the turn
ends — don't architect a task around "I'll leave it running in the background."© yc-software, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills-seed/interactive-login of yc-software/qm.
Open the folder on GitHubat commit 23af31b
Interactive Login 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 |
|---|---|---|---|---|---|---|
| Interactive Login this skillyc-software/qm | 15k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Cloud Cost Optimizationwshobson/agents | 40k | 13 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Senior DevOps Toolkitmaslennikov-ig/claude-code-orchestrator-kit | 259 | 6 repos | ~1.1k | Automated safety check: Notes | Custom licence | |
| Terravision Cloud Diagramspatrickchugh/terravision | 1.6k | — | ~5.6k | Automated safety check: Notes | AGPL-3.0-only | |
| Excalidraw Diagram Studiotech-leads-club/agent-skills | 7k | — | ~3.6k | Automated safety check: Pass | CC-BY-4.0 | |
| TerrasharkLukasNiessen/terrashark | 715 | — | ~843 | Automated safety check: Pass | MIT |
wshobson/agents
Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes.
maslennikov-ig/claude-code-orchestrator-kit
Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup…
patrickchugh/terravision
Draw cloud architecture diagrams for AWS, Azure or GCP with the official provider icon sets, using TerraVision.
tech-leads-club/agent-skills
Generates Excalidraw diagram files from plain descriptions, choosing among flowcharts, mind maps, architecture, swimlane, class, sequence and ER diagrams.
LukasNiessen/terrashark
Prevent Terraform/OpenTofu hallucinations by diagnosing and fixing failure modes: identity churn, secret exposure, blast-radius mistakes, CI drift, and compliance gate gaps.
alexei-led/spotinfo
Query Spot/preemptible VM prices, savings and interruption risk across AWS, GCP and Azure with the spotinfo CLI.
yc-software/qm
Act for an org admin — the admin API (scope directory, per-scope config & SOUL, any scope's memory, transcripts & captured prompts, files, user roster & external users, audit/errors/metrics/egress)…
yc-software/qm
Drive a real stealth browser from your shell — act on websites (order food, file an expense, pull data behind a login), with per-person persistent sign-ins via the provider's managed auth (Kernel…
yc-software/qm
Show the app connection picker or setup widget when users ask to connect apps, reopen setup, or need an app that isn't connected yet.
yc-software/qm
Run the current worktree as a production-shaped local dev instance with web, Slack, or both, on a real LLM + Postgres.
yc-software/qm
Work with GitHub and GitLab repositories through resident gh/glab/git auth on the agent computer.
yc-software/qm
Read and act on the user's Gmail, Google Calendar, and Google Tasks through per-user OAuth.
Works with
How to complete browser/interactive logins (aws / gh / glab / gcloud). Interactive Login is an agent skill from yc-software/qm. How to complete browser/interactive logins (aws / gh / glab / gcloud).
Run `npx skills add yc-software/qm --skill interactive-login -a claude-code`. Or copy the skill folder (skills-seed/interactive-login in yc-software/qm) into .claude/skills/interactive-login in your project. Claude Code loads it when a task matches its description.
Run `npx skills add yc-software/qm --skill interactive-login -a codex`. Or copy the skill folder (skills-seed/interactive-login in yc-software/qm) into .agents/skills/interactive-login 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 yc-software/qm --skill interactive-login -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/interactive-login, .gemini/skills/interactive-login, .github/skills/interactive-login and .opencode/skills/interactive-login in your project.
Going by SKILL.md and its folder, Interactive Login needs the command-line tools its instructions call (aws, gh, glab and gcloud). Our summary lists: Docker.
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.
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.
Interactive Login is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.3k tokens (SKILL.md is roughly 5.1k 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 Interactive Login: Cloud Cost Optimization (wshobson/agents, 40k stars), Senior DevOps Toolkit (maslennikov-ig/claude-code-orchestrator-kit, 259 stars), Terravision Cloud Diagrams (patrickchugh/terravision, 1.6k stars) and Excalidraw Diagram Studio (tech-leads-club/agent-skills, 7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
yc-software (a GitHub organization) maintains it in yc-software/qm, which has 15,357 GitHub stars. The repository holds 29 skills in this directory. The repository was last updated on October 6, 2026.
Source: yc-software/qm on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.