Azure Smart City Iot Solution Builder
github/awesome-copilot
Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.
Operate Gas City through its own doors: Mayor, doctor and native run state.
$ npx skills add boshu2/agentops --skill using-gc -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install boshu2/agentops using-gc --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/boshu2/agentops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/using-gc .claude/skills/using-gc && 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 "using-gc" agent skill from https://github.com/boshu2/agentops/tree/main/skills/using-gc into .claude/skills/using-gc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "using-gc", 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/boshu2/agentops/tree/main/skills/using-gcType 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 boshu2/agentops --skill using-gc -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install boshu2/agentops using-gc --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/using-gc .agents/skills/using-gc && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "using-gc" agent skill from https://github.com/boshu2/agentops/tree/main/skills/using-gc into .agents/skills/using-gc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "using-gc", 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 boshu2/agentops --skill using-gc -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install boshu2/agentops using-gc --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/using-gc .cursor/skills/using-gc && 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 "using-gc" agent skill from https://github.com/boshu2/agentops/tree/main/skills/using-gc into .cursor/skills/using-gc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "using-gc", 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/boshu2/agentops.git --path skills/using-gc--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 boshu2/agentops --skill using-gc -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install boshu2/agentops using-gc --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/using-gc .gemini/skills/using-gc && 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 "using-gc" agent skill from https://github.com/boshu2/agentops/tree/main/skills/using-gc into .gemini/skills/using-gc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "using-gc", 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 boshu2/agentops using-gcInstalls 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 boshu2/agentops --skill using-gc -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/using-gc .github/skills/using-gc && 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 "using-gc" agent skill from https://github.com/boshu2/agentops/tree/main/skills/using-gc into .github/skills/using-gc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "using-gc", 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 boshu2/agentops --skill using-gc -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install boshu2/agentops using-gc --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/boshu2/agentops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/using-gc .opencode/skills/using-gc && 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 "using-gc" agent skill from https://github.com/boshu2/agentops/tree/main/skills/using-gc into .opencode/skills/using-gc/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "using-gc", 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.
using-gcOperate Gas City through its own doors: Mayor, doctor and native run state.
Using Gc is an agent skill from boshu2/agentops. Operate Gas City through its own doors: Mayor, doctor and native run state. Use when: Gas City is selected or a gc run looks stuck.
Its SKILL.md is about 4.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/codex-trust-preseed.md`).
The repository describes itself as: DevOps discipline for AI coding agents: shape the work, track it as a graph, and get each change judged by a context that didn't write it. 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 3bdbfed. 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:
curlFrom 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:
factory.gascity.comregistry.gascity.comAlso links to:
agent-flywheel.comFrom 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.
Using Gc loads about 4.1k tokens when it runs, and up to ~5k if it reads all its reference files. Until then it costs about 35 tokens; SKILL.md has 2,104 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 boshu2/agentops at commit 3bdbfed, republished under its Apache-2.0 licence (© boshu2). 2,104 words, ~4,075 tokens.
.claude/skills/using-gc/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Use Gas City only when the caller explicitly selects it. Treat it as a replaceable execution adapter, not a correctness or completion boundary. The adapter cannot select AgentOps semantics, issue a binding verdict, or turn factory completion into delivery or validation proof.
The operator lane into a city is a closed set:
gc mail to the Mayor, for work dispatch and for city tending;gc session wake <run_target>, once, for a routed bead whose worker stalled;gc doctor [--fix], and supervisor start/stop from outside the city;ao gc prepare|check|recover-affinity;The Mayor authors workflow beads and dispatches them; it owns retries,
re-dispatch and tending for that work. Never create, scale or repair pack-owned
sessions by hand: gc session new for a singleton or scaled agent
(core.control-dispatcher, role workers) makes a mis-scoped session that
squats the canonical name in start-pending and blocks the reconciler from
spawning the real one. Session lifecycle belongs to the reconciler and demand
scaling. Direct gc sling is a debugging tool for a city with no live Mayor; a
run started that way has no coordinator, and the operator inherits its tending.
AgentOps supports both Gas City and the Agentic Coding Flywheel as external software-factory runtimes. Use this skill only for Gas City. If the caller selects the Flywheel, follow its native workflow instead of wrapping it in Gas City.
AgentOps supplies skills and evidence contracts to either factory. It does not
need its own Gas City formula or role pack. Install or link AgentOps skills into
the provider runtime before starting workers; the upstream Mayor, coordinator,
and workers can then discover and select plan, implement, test,
validate, and other AgentOps skills normally.
Status on 2026-10-04: the gascity pin (0.1.6, commit
3b3b89f2011e06d84459aa7bea1552382f13930a) is the commit ao gc enforces, and
it matches the registry's 0.1.6 release. The Gas City 1.4.0 command facts in
this skill were not re-verified for this release. When gc version reports
anything other than 1.4.0, confirm each command with gc <command> --help
before relying on it.
Gas City 1.4 is run-centered. The supervisor serves the dashboard and typed,
paginated session/run APIs. Every graph-owning city or rig scope needs its own
core.control-dispatcher; that deterministic worker advances formula control
beads. Agent workers claim routed work. The upstream gc.mayor skill is the
guided coordinator; gc.run-operator launches and supervises formulas.
The normal AgentOps path is:
gascity workflow and rig-role imports.build-basic,
continuation, review, or implementation formula that matches the available
artifacts.Prepare and qualify a rig before its first build with the shipped AgentOps CLI (no repo checkout required):
ao gc prepare --city /path/to/city --rig /path/to/rig
ao gc check --city /path/to/city --rig /path/to/rigprepare verifies the exact official workflow and role pins, stages a
contained maintainer runtime inside the rig's .gc directory, links the
AgentOps skills into the city and rig Codex sinks, and pre-seeds Codex
workspace and hook trust for every session directory that exists when it runs.
Hook trust needs the Codex CLI on PATH (or --codex-bin). check is
read-only, runs no Codex subprocess, and fails before model spend when that
runtime contract is missing or drifted.
Run prepare, start the city, then run prepare again (it is idempotent)
before dispatching. Two limitations make that order necessary: check cannot
see a stale trust hash, so green means trust is recorded, not fresh; and a
session home created after prepare is not covered.
Codex trust pre-seed has the mechanism.
The built-in main registry catalogs official packs. The community registry is
optional configuration:
gc pack registry list
gc pack registry refresh
gc pack registry search --all
gc pack registry show main:gascity
gc pack registry add community https://registry.gascity.com/registry.toml
gc pack registry search --registry community --allsearch reads the local registry cache; show reports release provenance and
exact import commands. gc import add declares a source/version, and gc import install resolves it into packs.lock. Prefer an exact accepted release for
reproducible cities.
AgentOps prefers the official gascity build pack, the workflow family visible
in the public Maintainer City factory, at the accepted reference above:
https://factory.gascity.com;build-basic, build-from-*, implement, review, issue, and PR
flows;gc.run-operator, gc.implementation-worker, planners,
reviewers, and publisher;core.control-dispatcher;gc.mayor skill.Install the workflow pack at city scope and its sibling roles pack on every rig
that runs work, following the exact commands returned by
gc pack registry show main:gascity. Keep the stock gc.* namespace; do not
nest or rename the roles behind an AgentOps pack.
Work enters the city through the Mayor. The caller authors ONE source intent bead with acceptance, then hands the Mayor its id; the Mayor decomposes, authors the workflow beads, and dispatches.
gc bd create "Add a --json flag to the export command"
gc mail send mayor -s "Build ago-XXXX" \
-m "Decompose and launch build-basic for bead ago-XXXX with push=true open_pr=true." --notifyOr, in an interactive Mayor session:
Use skill gc.mayorAgentOps skills are tools available to those factory agents, not a replacement
workflow. Explicitly name a skill in the bead or prompt when its behavior is
required. The current upstream decomposition does not automatically propagate a
free-form Required Skills section from the caller-owned source bead into every
generated work item. Inspect the decomposition before implementation; put a
required skill name on the actual work item or worker prompt when its use is an
acceptance condition. Skill presence and skill invocation are different facts.
Before starting its orchestrator, run once per city:
gc doctor --fix
gc import install
gc supervisor stop --wait # macOS when an older direct supervisor remains
gc startThen confirm:
gc version reports 1.4.0 from the intended path;gc doctor has no blocking failures;core.control-dispatcher;packs.lock resolve;ao gc check accepts the contained maintainer runtime and
AgentOps skill links;gc binary;A stale registered city may block every start. Repair that city with gc doctor --fix, or explicitly unregister it if it is intentionally retired.
Retire an old HQ/canary by exact registered name or path, without stopping the machine-wide supervisor needed by its replacement:
gc cities --json
gc stop /path/to/old-city --timeout 45s
gc unregister /path/to/old-city
gc cities --jsonunregister fails rather than silently accepting an unknown target. Preserve
the city directory until its Beads state is backed up or confirmed disposable.
Create the replacement from the upstream Gas City template, install its pinned
imports, and verify it with gc cities --json, gc --city <new-city> status,
and gc --city <new-city> doctor --json.
After handing intent to the Mayor, the orchestrator runs five verbs. Each verb has one owner; crossing owners is the recurring failure class this section exists to stop.
| Verb | Owner | Surface |
|---|---|---|
| Monitor | orchestrator | $API/runs/census and $API/runs/<run-id> on a fixed cadence, plus gc mail inbox for Mayor replies. failed > 0 in the census, a run in failed/canceled, or unread Mayor mail is the act signal; everything else is a tick. |
| Observe | orchestrator | On an act signal, walk the visibility layers in order — census, run detail, bead graph, session roster, pane truth — and stop at the first layer that explains. Do not start at pane truth. |
| Nudge | orchestrator, once | A routed bead with a live session: gc session wake <run_target> once. A ready bead nobody dispatched goes to the Mayor by mail with its id; dispatch is the Mayor's. A second nudge on the same subject means the diagnosis is wrong — mail the Mayor instead. |
| Redirect | Mayor | Priority, scope, cancellation, or model/provider changes travel by mail with bead/run ids. The orchestrator never re-slings, edits workflow beads, or patches a live run. |
| Rework | GC first, then Mayor | Failed review findings re-enter the run through its native fix loop (review_fix_formula, default fix-loop-base); bounded gated retries are gc converge loops. Only a TERMINAL failed/canceled run — or a completed run whose result misses caller acceptance — goes back: mail the Mayor the run id and the failure evidence for re-decompose and relaunch. |
Rework the orchestrator performs by hand (editing a failed run's worktree, re-slinging its formula, closing its beads) creates a second uncoordinated author for the same intent; the Mayor's relaunch then races it.
First classify the bead.
Still ready, never dispatched: dispatch belongs to the Mayor. Mail it the
bead id, then stop and inspect. Only with no live Mayor is
gc sling <run_target> <bead-id>, once, the debugging fallback, and the
operator then inherits that run's tending.
Already routed/in progress: re-slinging is a NO-OP. Wake its owning worker once:
gc session wake <run_target>Then capture the exact tmux pane named by session state and run gc doctor. A
pane parked on a Codex trust dialog means its home missed the pre-seed (see
pane truth below). Never repair a city from inside that city. Never answer a
stall with gc session new; the operator lane above explains why.
When one wake does not clear the stall, or the city itself needs tending (a stalled reconciler, sessions that never leave draining, model or provider rewiring), send the request to the Mayor with the bead or run ids:
gc mail send mayor -s "<subject>" -m "<request with bead ids>" --notifyThe upstream pack may leave a future affinity-bound step assigned to a session that has already drain-acked. Diagnose this only from outside the city:
ao gc recover-affinity --city /path/to/city --rig /path/to/rigThe default is a dry run. If every listed assignment is correct, repeat with
--apply. The bounded repair only clears the assignee on a currently ready
formula bead whose gc.session_affinity=require session is no longer live. It
does not sling, retry, close, restart, or select work.
Supervisor/run state — gc dashboard, run detail, gc status, and
gc session list --json. Run detail unifies the stage ladder, structured
transcripts, token rate, and estimated burn rate. A roster may still report
active while a provider is wedged.
Programmatic run status comes from the supervisor's typed run API — the
same data the dashboard renders. gc status prints the API base; neither
gc status --json nor any other CLI subcommand carries run objects.
API="http://127.0.0.1:<port>/v0/city/<city-name>"
curl -s "$API/runs/<run-id>" # {run_id, title, status, target, scope, started_at, updated_at}
curl -s "$API/runs/census" # {status_counts: {pending, active, waiting, canceling, completed, failed, canceled, skipped}}Poll run status and census for progress; a nonzero failed count is the
first machine-readable failure signal. The dashboard's run page
(/city/<city-name>/runs/<run-id>) is the human view of the same objects.
Bead graph — gc bd --rig <rig> ready --json and show <id> --json.
This is workflow-state truth, but a claimed bead cannot reveal a wedged pane.
Pane truth — tmux -L <socket> capture-pane -pt <session>. This exposes
trust prompts, update nags, API/DNS failures, and interactive wedges. A pane
parked on Codex's Do you trust the contents of this directory? (or the
later Press t to trust all hooks dialog) means that session directory was
not pre-seeded — the workflow queues dispatches as pending with no active
worker and reports no error. Almost always the home was created after the
last ao gc prepare; re-run prepare, then restart that session.
ao gc check names the untrusted directory or hook before you spend a
dispatch on it. Gas City also appears to auto-answer this dialog by sending
keys into the pane, so a wedge may clear on its own — treat that as a race
you do not want to depend on, not as a reason to skip the pre-seed.
Health machinery — gc doctor, gc order history, storage health, and
events. This proves metabolism, not semantic acceptance.
When layers disagree, trust the more direct observation: pane over roster for a session wedge, bead/run state over prose for workflow completion.
gc status may return a partial no_agents_running snapshot while
gc session list --json shows a live Mayor or worker. Treat that as an
observability disagreement, not permission to restart. Use session and pane
truth for liveness, bead/run state for workflow progress, and Doctor for
metabolism. A supervisor with abnormal CPU, a timed-out native stop, or a
recurring hook rewrite remains an upstream operational defect; this helper
reports it but never kills or patches GC processes.
The caller-owned input bead and the generated workflow root have separate
lifecycles. A successful build-basic run may close its workflow root while
leaving the input bead open. Likewise, push=false and open_pr=false produce
a successful no-op publish while the approved commit remains in its source
anchor worktree. Neither state is semantic completion by itself.
verdict.v2.© boshu2, 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 1 other file (references) in skills/using-gc of boshu2/agentops.
Open the folder on GitHubat commit 3bdbfed
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in boshu2/agentops, which our catalogue first saw on October 7, 2026.
Using Gc 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 |
|---|---|---|---|---|---|---|
| Using Gc this skillboshu2/agentops | 447 | 1 repos | ~4.1k | Automated safety check: Pass | Apache-2.0 | |
| Azure Smart City Iot Solution Buildergithub/awesome-copilot | 40k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| It Operationsdavila7/claude-code-templates | 32k | 1 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Operator Approval Loopaffaan-m/ECC | 275k | — | ~3.3k | Automated safety check: Pass | MIT | |
| Business Operations Skillsalirezarezvani/claude-skills | 28k | — | ~2.3k | Automated safety check: Pass | MIT | |
| Kubernetes Operatoralirezarezvani/claude-skills | 28k | — | ~2.8k | Automated safety check: Pass | MIT |
github/awesome-copilot
Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.
davila7/claude-code-templates
Manages IT infrastructure, monitoring, incident response, and service reliability.
affaan-m/ECC
Operator approval contract with internal filing notices for agent-drafted outbound messages, hashed drafts, epoch-keyed decisions, durable delivery claims and receipts, and a pre-draft baseline gate.
alirezarezvani/claude-skills
A skill your agent uses when running, diagnosing, or designing internal business operations — process documentation, vendor SLAs, capacity planning, internal comms, SOP/runbook authoring…
alirezarezvani/claude-skills
A skill your agent uses when building a Kubernetes Operator — custom controllers that reconcile CRD state.
mukul975/Anthropic-Cybersecurity-Skills
Conduct cybersecurity assessments of upstream, midstream, and downstream oil and gas operations, covering pipeline SCADA, refinery DCS, safety instrumented systems, and remote wellhead RTUs, and…
boshu2/agentops
Dispatch independent tasks to parallel workers or subagents without write collisions.
boshu2/agentops
Compare independent opinions from several models or contexts without inflating agreement.
boshu2/agentops
Draft or lint a bounded long-running goal prompt with a finish line and hard limits.
boshu2/agentops
Write or update READMEs, docs, repo instructions and handoff notes, checked against source.
boshu2/agentops
Brainstorm evidence-backed options for what to build, or stress-test an idea.
boshu2/agentops
Change or repair code, config or services without weakening tests; report what ran and what did not.
Operate Gas City through its own doors: Mayor, doctor and native run state. Using Gc is an agent skill from boshu2/agentops. Operate Gas City through its own doors: Mayor, doctor and native run state.
Using Gc fits situations like: : Gas City is selected; A gc run looks stuck.
Run `npx skills add boshu2/agentops --skill using-gc -a claude-code`. Or copy the skill folder (skills/using-gc in boshu2/agentops) into .claude/skills/using-gc in your project. Claude Code loads it when a task matches its description.
Run `npx skills add boshu2/agentops --skill using-gc -a codex`. Or copy the skill folder (skills/using-gc in boshu2/agentops) into .agents/skills/using-gc 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 boshu2/agentops --skill using-gc -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/using-gc, .gemini/skills/using-gc, .github/skills/using-gc and .opencode/skills/using-gc in your project.
Going by SKILL.md and its folder, Using Gc needs the command-line tools its instructions call (curl).
SKILL.md names 3 domains. In commands or code: factory.gascity.com and registry.gascity.com; the agent is likely to contact these when it follows the instructions. As links in the text: agent-flywheel.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.
Using Gc 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 4.1k tokens (SKILL.md is roughly 16k 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 956 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Using Gc: Azure Smart City Iot Solution Builder (github/awesome-copilot, 40k stars), It Operations (davila7/claude-code-templates, 32k stars), Operator Approval Loop (affaan-m/ECC, 275k stars) and Business Operations Skills (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
boshu2 (a GitHub user) maintains it in boshu2/agentops, which has 447 GitHub stars. The repository holds 31 skills in this directory. The repository was last updated on October 7, 2026.
Source: boshu2/agentops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.