DGX Spark Memory and Thermal Ops
wshobson/agents
Plans memory headroom, works through out-of-memory failures and watches temperature and power during long ML training jobs on NVIDIA DGX Spark.
Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard.
Install Budget Set
$ npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor budget-set --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/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ccam-cost-guard/skills/budget-set .claude/skills/budget-set && 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 "budget-set" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-cost-guard/skills/budget-set into .claude/skills/budget-set/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "budget-set", 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/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-cost-guard/skills/budget-setType 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 hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor budget-set --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ccam-cost-guard/skills/budget-set .agents/skills/budget-set && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "budget-set" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-cost-guard/skills/budget-set into .agents/skills/budget-set/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "budget-set", 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 hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor budget-set --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ccam-cost-guard/skills/budget-set .cursor/skills/budget-set && 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 "budget-set" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-cost-guard/skills/budget-set into .cursor/skills/budget-set/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "budget-set", 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/hoangsonww/Claude-Code-Agent-Monitor.git --path plugins/ccam-cost-guard/skills/budget-set--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 hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor budget-set --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ccam-cost-guard/skills/budget-set .gemini/skills/budget-set && 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 "budget-set" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-cost-guard/skills/budget-set into .gemini/skills/budget-set/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "budget-set", 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 hoangsonww/Claude-Code-Agent-Monitor budget-setInstalls 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 hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ccam-cost-guard/skills/budget-set .github/skills/budget-set && 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 "budget-set" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-cost-guard/skills/budget-set into .github/skills/budget-set/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "budget-set", 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 hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hoangsonww/Claude-Code-Agent-Monitor budget-set --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hoangsonww/Claude-Code-Agent-Monitor.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ccam-cost-guard/skills/budget-set .opencode/skills/budget-set && 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 "budget-set" agent skill from https://github.com/hoangsonww/Claude-Code-Agent-Monitor/tree/master/plugins/ccam-cost-guard/skills/budget-set into .opencode/skills/budget-set/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "budget-set", 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
budget-set- GitHub stars
- 1.1k
- Token cost
- ~1k tokens
- SKILL.md length
- 438 words
- Files
- 2
- Skills in repo
- 78
- Repo updated
- First seen
- Licence
- MIT
At a glance
Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard.
- Works in 5 steps: Current spend snapshot → Budget interpretation → Existing guardrails → …
- Setting a spend limit
- SKILL.md covers Input, Data Sources, How a budget becomes a rule and Report Sections, plus 1 more section
- Calls curl
What it does
Budget Set is an agent skill from hoangsonww/Claude-Code-Agent-Monitor. Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard. Reads current spend from /api/pricing/cost to size the budget sensibly and explains every rule field before writing. Use when setting a spend limit or wiring up a budget guardrail.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `agents/openai.yaml`).
It sits in AI & LLM Engineering, covering Monitoring and alerting. The repository describes itself as: 🚀 A real-time monitoring dashboard for Claude Code & Codex, built with SQLite3, Node.js, Express, React, Vite, TailwindCSS, & WebSockets. It tracks sessions, agent activity… The licence is MIT.
When your agent uses it
- Setting a spend limit
- Wiring up a budget guardrail
Example prompts
- “/budget-set”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit a06db03. 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:
curl
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use curl, 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
Budget Set loads about 1k tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 438 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 hoangsonww/Claude-Code-Agent-Monitor at commit a06db03, republished under its MIT licence (© hoangsonww). 438 words, ~1,026 tokens.
Download SKILL.mdSave it as
.claude/skills/budget-set/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- budget-set
- description
- Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard. Reads current spend from /api/pricing/cost to size the budget sensibly and explains every rule field before writing. Use when setting a spend limit or wiring up a budget guardrail.
Budget Set
Help the user define a spend budget and turn it into a live cost guardrail on the Agent Monitor dashboard.
Input
The user provides: $ARGUMENTS
This is the budget to set — e.g. "$50/month", "$10/week", or "200000 tokens".
If a period is omitted, treat it as a monthly budget and say so. If no number is
given, read current spend first and propose a target.
Data Sources
| Endpoint | Returns |
|---|---|
GET /api/pricing/cost | { total_cost, breakdown: [{ model, input_tokens, output_tokens, cache_read_tokens, cache_write_tokens, cost, matched_rule }] } — current spend, used to size the budget and compute the blended $/token rate |
GET /api/alerts/rules | { rules: [{ id, name, rule_type, config, enabled, cooldown_seconds }] } — existing rules, so you don't create a duplicate guardrail |
POST /api/alerts/rules | Create a rule. Body: { name, rule_type, config, enabled?, cooldown_seconds? }. Returns { rule } |
How a budget becomes a rule
The dashboard's alerting engine fires on tokens, not dollars. The spend-relevant
rule type is token_threshold, whose config is { total_tokens } — it fires when
a session's cumulative tokens (input + output + cache_read + cache_write) cross the
threshold. To turn a dollar budget into a token ceiling:
blended_rate_per_token = total_cost / total_tokens # from /api/pricing/cost
token_ceiling = budget_dollars / blended_rate_per_tokenCompute total_tokens by summing the four token columns across the cost breakdown.
Rule fields explained
| Field | Meaning |
|---|---|
name | Human label shown in the alert feed (e.g. "Monthly $50 budget"). Required, non-empty. |
rule_type | "token_threshold" for a spend guardrail. (Other types: event_pattern, inactivity, status_duration — not spend-related.) |
config.total_tokens | Positive integer token ceiling. A session crossing it fires the alert. Derive from the dollar budget as above. |
enabled | true to arm immediately (default), false to stage it. |
cooldown_seconds | Minimum seconds between re-fires for the same scope. Default 300. Raise it (e.g. 3600) so a single overspending session doesn't spam the feed. |
Show full SKILL.md (168 more words)Show less
Report Sections
1. Current spend snapshot
From /api/pricing/cost: total_cost, total tokens, and the blended $/Mtok rate. State how much of the proposed budget is already consumed.
2. Budget interpretation
Restate the parsed budget (amount + period). If converting dollars → tokens, show the blended rate and the token_ceiling arithmetic.
3. Existing guardrails
List any token_threshold rules from /api/alerts/rules so the user sees what is already in place; warn before creating a near-duplicate.
4. Proposed alert rule
Show the exact JSON body you would POST, with each field annotated. Then give the ready-to-run command (only run it on explicit confirmation):
curl -s -X POST http://localhost:4820/api/alerts/rules \
-H 'Content-Type: application/json' \
-d '{"name":"Monthly $50 budget","rule_type":"token_threshold","config":{"total_tokens":12500000},"cooldown_seconds":3600}'5. Confirmation
On success, echo the returned rule (id, name, config). Remind the user that the rule is per-session token usage — to track a whole-period dollar budget, pair it with /ccam-cost-guard:forecast and the spend-forecast skill.
Output
Markdown with the snapshot, the conversion math, and the annotated rule body. Currency as USD to 4 decimal places; token counts with thousands separators. Only POST after the user confirms — never create a rule silently.
© hoangsonww, 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 1 other file in plugins/ccam-cost-guard/skills/budget-set of hoangsonww/Claude-Code-Agent-Monitor.
- SKILL.md
- agents/openai.yaml
Open the folder on GitHubat commit a06db03
Compare with similar skills
Budget Set 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 |
|---|---|---|---|---|---|---|
| Budget Set this skillhoangsonww/Claude-Code-Agent-Monitor | 1.1k | — | ~1k | Automated safety check: Pass | MIT | |
| DGX Spark Memory and Thermal Opswshobson/agents | 40k | — | ~2k | Automated safety check: Pass | MIT | |
| vLLM Model ServingOrchestra-Research/AI-Research-SKILLs | 13k | 5 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Trackio Experiment Trackinghuggingface/skills | 11k | 2 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Phoenix LLM ObservabilityOrchestra-Research/AI-Research-SKILLs | 13k | 2 repos | ~2.9k | Automated safety check: Pass | MIT | |
| CI Metricspytorch/pytorch | 104k | — | ~1.1k | Automated safety check: Pass | Custom licence |
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Related
Categories
Questions about Budget Set
What does Budget Set do?
Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard. Budget Set is an agent skill from hoangsonww/Claude-Code-Agent-Monitor. Define a spend budget for Claude Code and, optionally, create a cost alert rule that fires when usage crosses the limit, via POST /api/alerts/rules on the Agent Monitor dashboard.
When should I use Budget Set?
Budget Set fits situations like: setting a spend limit; wiring up a budget guardrail.
How do I install Budget Set in Claude Code?
Run `npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a claude-code`. Or copy the skill folder (plugins/ccam-cost-guard/skills/budget-set in hoangsonww/Claude-Code-Agent-Monitor) into .claude/skills/budget-set in your project. Claude Code loads it when a task matches its description.
How do I install Budget Set in Codex?
Run `npx skills add hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a codex`. Or copy the skill folder (plugins/ccam-cost-guard/skills/budget-set in hoangsonww/Claude-Code-Agent-Monitor) into .agents/skills/budget-set in your project. Codex loads it when a task matches its description.
Can I use Budget Set 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 hoangsonww/Claude-Code-Agent-Monitor --skill budget-set -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/budget-set, .gemini/skills/budget-set, .github/skills/budget-set and .opencode/skills/budget-set in your project.
What does Budget Set need to run?
Going by SKILL.md and its folder, Budget Set needs the command-line tools its instructions call (curl).
Does Budget Set access the network?
SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Budget Set 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 Budget Set use?
Budget Set 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 Budget Set use?
About 1k tokens (SKILL.md is roughly 4.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Budget Set?
Skills that share tags, products or a category with Budget Set: DGX Spark Memory and Thermal Ops (wshobson/agents, 40k stars), vLLM Model Serving (Orchestra-Research/AI-Research-SKILLs, 13k stars), Trackio Experiment Tracking (huggingface/skills, 11k stars) and Phoenix LLM Observability (Orchestra-Research/AI-Research-SKILLs, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Budget Set?
hoangsonww (a GitHub user) maintains it in hoangsonww/Claude-Code-Agent-Monitor, which has 1,058 GitHub stars. The repository holds 78 skills in this directory. The repository was last updated on October 10, 2026.
Source: hoangsonww/Claude-Code-Agent-Monitor on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.