Dispatch
sickn33/agentic-awesome-skills
Delegate tasks to OpenAI Codex CLI and Google Antigravity CLI from Claude Code with topic-aware sessions
Solve MATPOWER-format grid dispatch tasks by building a DC optimal power flow with generator energy dispatch, spinning reserve allocation, transmission constraints, and structured JSON reporting.
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Install Dc Opf Dispatch With Spinning Reserves
$ npx skills add EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install EtaYang10th/spark-skills dc-opf-dispatch-with-spinning-reserves --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/EtaYang10th/spark-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator .claude/skills/dc-opf-dispatch-with-spinning-reserves && 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 "dc-opf-dispatch-with-spinning-reserves" agent skill from https://github.com/EtaYang10th/spark-skills/tree/main/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator into .claude/skills/dc-opf-dispatch-with-spinning-reserves/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dc-opf-dispatch-with-spinning-reserves", 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/EtaYang10th/spark-skills/tree/main/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operatorType 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 EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install EtaYang10th/spark-skills dc-opf-dispatch-with-spinning-reserves --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/EtaYang10th/spark-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator .agents/skills/dc-opf-dispatch-with-spinning-reserves && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dc-opf-dispatch-with-spinning-reserves" agent skill from https://github.com/EtaYang10th/spark-skills/tree/main/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator into .agents/skills/dc-opf-dispatch-with-spinning-reserves/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dc-opf-dispatch-with-spinning-reserves", 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 EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install EtaYang10th/spark-skills dc-opf-dispatch-with-spinning-reserves --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/EtaYang10th/spark-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator .cursor/skills/dc-opf-dispatch-with-spinning-reserves && 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 "dc-opf-dispatch-with-spinning-reserves" agent skill from https://github.com/EtaYang10th/spark-skills/tree/main/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator into .cursor/skills/dc-opf-dispatch-with-spinning-reserves/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dc-opf-dispatch-with-spinning-reserves", 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/EtaYang10th/spark-skills.git --path spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator--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 EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install EtaYang10th/spark-skills dc-opf-dispatch-with-spinning-reserves --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/EtaYang10th/spark-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator .gemini/skills/dc-opf-dispatch-with-spinning-reserves && 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 "dc-opf-dispatch-with-spinning-reserves" agent skill from https://github.com/EtaYang10th/spark-skills/tree/main/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator into .gemini/skills/dc-opf-dispatch-with-spinning-reserves/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dc-opf-dispatch-with-spinning-reserves", 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 EtaYang10th/spark-skills dc-opf-dispatch-with-spinning-reservesInstalls 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 EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/EtaYang10th/spark-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator .github/skills/dc-opf-dispatch-with-spinning-reserves && 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 "dc-opf-dispatch-with-spinning-reserves" agent skill from https://github.com/EtaYang10th/spark-skills/tree/main/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator into .github/skills/dc-opf-dispatch-with-spinning-reserves/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dc-opf-dispatch-with-spinning-reserves", 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 EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install EtaYang10th/spark-skills dc-opf-dispatch-with-spinning-reserves --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/EtaYang10th/spark-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator .opencode/skills/dc-opf-dispatch-with-spinning-reserves && 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 "dc-opf-dispatch-with-spinning-reserves" agent skill from https://github.com/EtaYang10th/spark-skills/tree/main/spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator into .opencode/skills/dc-opf-dispatch-with-spinning-reserves/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dc-opf-dispatch-with-spinning-reserves", 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
dc-opf-dispatch-with-spinning-reserves- GitHub stars
- 111
- Token cost
- ~8.9k tokens
- SKILL.md length
- 1,428 words
- Files
- 3
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- None found
At a glance
Solve MATPOWER-format grid dispatch tasks by building a DC optimal power flow with generator energy dispatch, spinning reserve allocation, transmission constraints, and structured JSON reporting.
- Works in 12 steps: Inspect the input structure before coding → Normalize the network into indexed arrays → Determine the reserve requirement… → …
- SKILL.md covers When to Use This Skill, Assumptions and Domain…, High-Level Workflow and Reference Implementation, plus 5 more sections
- Calls python3, rg and pip
What it does
Dc Opf Dispatch With Spinning Reserves is an agent skill from EtaYang10th/spark-skills. Solve MATPOWER-format grid dispatch tasks by building a DC optimal power flow with generator energy dispatch, spinning reserve allocation, transmission constraints, and structured JSON reporting.
Its SKILL.md is about 8.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `attempts.json`).
The repository describes itself as: Evidence Over Plans: Online Trajectory Verification for Skill Distillation.
Example prompts
- “/dc-opf-dispatch-with-spinning-reserves”
Requirements
- Python 3
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- Inspect the input structure before coding
- Normalize the network into indexed arrays
- Determine the reserve requirement explicitly and consistently
- Build the DC network model carefully
- Build generator cost functions from MATPOWER gencost
- Formulate the DC-OPF with reserve variables
- Compute the report fields exactly as requested
- Validate numerically before finalizing
- Inspect first, solve second
- Install tools only if needed
- Run the solver
- Sanity-check the output schema
What it can do on your machine
Read from SKILL.md and the folder at commit 733f19a. 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:
python3rgpip
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use pip, 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
Dc Opf Dispatch With Spinning Reserves loads about 8.9k tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 1,428 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,428 words (~8,856 tokens).
“This skill is for tasks where you are given a MATPOWER-style network snapshot in JSON and must produce an economically optimal generator dispatch that satisfies:”
- name
- dc-opf-dispatch-with-spinning-reserves
- tools
- python3, python3-pip, python3-venv, numpy, scipy, cvxpy, clarabel, jq, rg
- tags
- power-systems, dc-opf, matpower, optimization, json, reporting
Files
SKILL.md and 2 other files in spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator of EtaYang10th/spark-skills.
- SKILL.md
- attempts.json
- trajectory.jsonl
Open the folder on GitHubat commit 733f19a
Compare with similar skills
Dc Opf Dispatch With Spinning Reserves 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 |
|---|---|---|---|---|---|---|
| Dc Opf Dispatch With Spinning Reserves this skillEtaYang10th/spark-skills | 111 | — | ~8.9k | Automated safety check: Pass | None | |
| Dispatchsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.1k | Automated safety check: Pass | MIT | |
| CSS Gridthedaviddias/Front-End-Checklist | 74k | — | ~493 | Automated safety check: Pass | MIT | |
| Dispatchjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~13k | Automated safety check: Pass | MIT | |
| Accint Solvesickn33/agentic-awesome-skills | 47k | 1 repos | ~520 | Automated safety check: Pass | Apache-2.0 | |
| Video Template Frame Swiss Gridnexu-io/open-design | 100k | — | ~310 | Automated safety check: Pass | Apache-2.0 |
Similar skills
CSS Grid
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing stylesheets, component styles, and responsive behavior related to Use CSS Grid for two-dimensional layouts.
Dispatch
jeremylongshore/tons-of-skills-marketplace
A skill your agent uses when a task file exists in .hyperflow/tasks/ and workers need dispatching.
Accint Solve
sickn33/agentic-awesome-skills
Route a goal through acc's scored-memory loop via accact(runtime="solve"); deliberate any returned brainframe and submit via continue.
Video Template Frame Swiss Grid
nexu-io/open-design
Use this plugin when the user wants a "Swiss Grid" HyperFrames motion video — Structured grid layout
- Official
Composing Grid Canvases
PostHog/posthog
Compose PostHog grid canvases — widget grids (including the user's home canvas) built from reusable component canvases.
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Questions about Dc Opf Dispatch With Spinning Reserves
What does Dc Opf Dispatch With Spinning Reserves do?
Solve MATPOWER-format grid dispatch tasks by building a DC optimal power flow with generator energy dispatch, spinning reserve allocation, transmission constraints, and structured JSON reporting. Dc Opf Dispatch With Spinning Reserves is an agent skill from EtaYang10th/spark-skills. Solve MATPOWER-format grid dispatch tasks by building a DC optimal power flow with generator energy dispatch, spinning reserve allocation, transmission constraints, and structured JSON reporting.
How do I install Dc Opf Dispatch With Spinning Reserves in Claude Code?
Run `npx skills add EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a claude-code`. Or copy the skill folder (spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator in EtaYang10th/spark-skills) into .claude/skills/dc-opf-dispatch-with-spinning-reserves in your project. Claude Code loads it when a task matches its description.
How do I install Dc Opf Dispatch With Spinning Reserves in Codex?
Run `npx skills add EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a codex`. Or copy the skill folder (spark_skills_gen/skills_gen_result/all_model_pdi/grid-dispatch-operator in EtaYang10th/spark-skills) into .agents/skills/dc-opf-dispatch-with-spinning-reserves in your project. Codex loads it when a task matches its description.
Can I use Dc Opf Dispatch With Spinning Reserves 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 EtaYang10th/spark-skills --skill dc-opf-dispatch-with-spinning-reserves -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dc-opf-dispatch-with-spinning-reserves, .gemini/skills/dc-opf-dispatch-with-spinning-reserves, .github/skills/dc-opf-dispatch-with-spinning-reserves and .opencode/skills/dc-opf-dispatch-with-spinning-reserves in your project.
What does Dc Opf Dispatch With Spinning Reserves need to run?
Going by SKILL.md and its folder, Dc Opf Dispatch With Spinning Reserves needs the command-line tools its instructions call (python3, rg and pip). Our summary lists: Python 3.
Does Dc Opf Dispatch With Spinning Reserves access the network?
SKILL.md contains no URLs. Its commands use pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Dc Opf Dispatch With Spinning Reserves 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 Dc Opf Dispatch With Spinning Reserves use?
No licence was found for Dc Opf Dispatch With Spinning Reserves or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Dc Opf Dispatch With Spinning Reserves use?
About 8.9k tokens (SKILL.md is roughly 35k 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 Dc Opf Dispatch With Spinning Reserves?
Skills that share tags, products or a category with Dc Opf Dispatch With Spinning Reserves: Dispatch (sickn33/agentic-awesome-skills, 47k stars), CSS Grid (thedaviddias/Front-End-Checklist, 74k stars), Dispatch (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Accint Solve (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Dc Opf Dispatch With Spinning Reserves?
EtaYang10th (a GitHub user) maintains it in EtaYang10th/spark-skills, which has 111 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on June 12, 2026.
Source: EtaYang10th/spark-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.