Get API Docs with chub
andrewyng/context-hub
Fetches current documentation for third-party APIs and SDKs with the chub CLI before the agent writes code against them, instead of relying on remembered API shapes.
Shifts Layer 3 model selection to cost-optimized alternatives when economy mode is active.
$ npx skills add FritzAndFriends/SharpSite --skill economy-mode -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install FritzAndFriends/SharpSite economy-mode --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/FritzAndFriends/SharpSite.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.copilot/skills/economy-mode .claude/skills/economy-mode && 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 "economy-mode" agent skill from https://github.com/FritzAndFriends/SharpSite/tree/main/.copilot/skills/economy-mode into .claude/skills/economy-mode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "economy-mode", 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/FritzAndFriends/SharpSite/tree/main/.copilot/skills/economy-modeType 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 FritzAndFriends/SharpSite --skill economy-mode -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install FritzAndFriends/SharpSite economy-mode --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FritzAndFriends/SharpSite.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.copilot/skills/economy-mode .agents/skills/economy-mode && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "economy-mode" agent skill from https://github.com/FritzAndFriends/SharpSite/tree/main/.copilot/skills/economy-mode into .agents/skills/economy-mode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "economy-mode", 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 FritzAndFriends/SharpSite --skill economy-mode -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install FritzAndFriends/SharpSite economy-mode --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FritzAndFriends/SharpSite.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.copilot/skills/economy-mode .cursor/skills/economy-mode && 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 "economy-mode" agent skill from https://github.com/FritzAndFriends/SharpSite/tree/main/.copilot/skills/economy-mode into .cursor/skills/economy-mode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "economy-mode", 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/FritzAndFriends/SharpSite.git --path .copilot/skills/economy-mode--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 FritzAndFriends/SharpSite --skill economy-mode -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install FritzAndFriends/SharpSite economy-mode --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FritzAndFriends/SharpSite.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.copilot/skills/economy-mode .gemini/skills/economy-mode && 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 "economy-mode" agent skill from https://github.com/FritzAndFriends/SharpSite/tree/main/.copilot/skills/economy-mode into .gemini/skills/economy-mode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "economy-mode", 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 FritzAndFriends/SharpSite economy-modeInstalls 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 FritzAndFriends/SharpSite --skill economy-mode -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/FritzAndFriends/SharpSite.git skills-src && mkdir -p .github/skills && cp -r skills-src/.copilot/skills/economy-mode .github/skills/economy-mode && 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 "economy-mode" agent skill from https://github.com/FritzAndFriends/SharpSite/tree/main/.copilot/skills/economy-mode into .github/skills/economy-mode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "economy-mode", 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 FritzAndFriends/SharpSite --skill economy-mode -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install FritzAndFriends/SharpSite economy-mode --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/FritzAndFriends/SharpSite.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.copilot/skills/economy-mode .opencode/skills/economy-mode && 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 "economy-mode" agent skill from https://github.com/FritzAndFriends/SharpSite/tree/main/.copilot/skills/economy-mode into .opencode/skills/economy-mode/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "economy-mode", 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.
economy-modeShifts Layer 3 model selection to cost-optimized alternatives when economy mode is active.
Economy Mode is an agent skill from FritzAndFriends/SharpSite. Shifts Layer 3 model selection to cost-optimized alternatives when economy mode is active.
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 sits in Development. It works with OpenAI. The repository describes itself as: A basic CMS built with .NET 9 and Blazor. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit c35e5e0. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are json).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Economy Mode loads about 1.3k tokens when it runs. Until then it costs about 26 tokens; SKILL.md has 629 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 FritzAndFriends/SharpSite at commit c35e5e0, republished under its MIT licence (© FritzAndFriends). 629 words, ~1,275 tokens.
.claude/skills/economy-mode/SKILL.md (or your agent's skills folder).✅ THIS SKILL PRODUCES:
economyMode: true written to .squad/config.json when activated persistently💰 indicator when economy mode is active❌ THIS SKILL DOES NOT PRODUCE:
Economy mode shifts Layer 3 (Task-Aware Auto-Selection) to lower-cost alternatives. It does NOT override persistent config (defaultModel, agentModelOverrides) or per-agent charter preferences — those represent explicit user intent and always take priority.
Use this skill when the user wants to reduce costs across an entire session or permanently, without manually specifying models for each agent.
| Method | How |
|---|---|
| Session phrase | "use economy mode", "save costs", "go cheap", "reduce costs" |
| Persistent config | "economyMode": true in .squad/config.json |
| CLI flag | squad --economy |
Deactivation: "turn off economy mode", "disable economy mode", or remove economyMode from config.json.
When economy mode is active, Layer 3 auto-selection uses this table instead of the normal defaults:
| Task Output | Normal Mode | Economy Mode |
|---|---|---|
| Writing code (implementation, refactoring, bug fixes) | claude-sonnet-4.5 | gpt-4.1 or gpt-5-mini |
| Writing prompts or agent designs | claude-sonnet-4.5 | gpt-4.1 or gpt-5-mini |
| Docs, planning, triage, changelogs, mechanical ops | claude-haiku-4.5 | gpt-4.1 or gpt-5-mini |
| Architecture, code review, security audits | claude-opus-4.5 | claude-sonnet-4.5 |
| Scribe / logger / mechanical file ops | claude-haiku-4.5 | gpt-4.1 |
Prefer gpt-4.1 over gpt-5-mini when the task involves structured output or agentic tool use. Prefer gpt-5-mini for pure text generation tasks where latency matters.
.squad/config.jsoneconomyMode: true — if present, activate economy mode for the sessionSession-only (no config change): "use economy mode", "save costs", "go cheap"
✅ Economy mode active — using cost-optimized models this session. (Layer 0 and Layer 2 preferences still apply)Persistent: "always use economy mode", "save economy mode"
economyMode: true to .squad/config.json (merge, don't overwrite other fields)✅ Economy mode saved — cost-optimized models will be used until disabled.💰 in spawn acknowledgment: 🔧 {Name} ({model} · 💰 economy) — {task}Trigger phrases: "turn off economy mode", "disable economy mode", "use normal models"
economyMode from .squad/config.json (if it was persisted)✅ Economy mode disabled — returning to standard model selection.After updating economy mode state and including the 💰 indicator in spawn acknowledgments, this skill is done. Do NOT:
.squad/config.json economy-related fields:
{
"version": 1,
"economyMode": true
}economyMode — when true, Layer 3 uses the economy table. Optional; absent = economy mode off.defaultModel and agentModelOverrides — Layer 0 always wins.defaultModel: "claude-opus-4.6", they want quality. Economy mode only affects Layer 3 auto-selection.config.json persist it.© FritzAndFriends, 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 .copilot/skills/economy-mode of FritzAndFriends/SharpSite.
Open the folder on GitHubat commit c35e5e0
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in FritzAndFriends/SharpSite, which our catalogue first saw on October 7, 2026.
Economy Mode 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 |
|---|---|---|---|---|---|---|
| Economy Mode this skillFritzAndFriends/SharpSite | 145 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Get API Docs with chubandrewyng/context-hub | 14k | 1 repos | ~775 | Automated safety check: Pass | MIT | |
| Create SkillHyk260/PureChat | 546 | 1 repos | ~823 | Automated safety check: Pass | MIT | |
| DeepChat Provider IntegrationThinkInAIXYZ/deepchat | 6.4k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | |
| Code Change Verificationopenai/openai-agents-js | 3.9k | — | ~1.1k | Automated safety check: Pass | MIT | |
| GitHub Commentingjuspay/neurolink | 148 | — | ~698 | Automated safety check: Pass | MIT |
andrewyng/context-hub
Fetches current documentation for third-party APIs and SDKs with the chub CLI before the agent writes code against them, instead of relying on remembered API shapes.
Hyk260/PureChat
Create a new skill in the current repository. An agent skill from Hyk260/PureChat.
ThinkInAIXYZ/deepchat
Guides adding an LLM provider to DeepChat through explicit source changes: collect the provider details, pick a transport path and add registry entries and tests.
openai/openai-agents-js
Run the required final install, build, type, lint, test, and format checks after eligible SDK changes pass review.
juspay/neurolink
How to post clean, rich, deduplicated GitHub PR review comments — suggestion blocks, multi-line anchors, markers, formatting rules.
majiayu000/litellm-rs
LiteLLM-RS Error Handling Architecture. An agent skill from majiayu000/litellm-rs.
FritzAndFriends/SharpSite
How to write comprehensive architectural proposals that drive alignment before code is written
FritzAndFriends/SharpSite
Platform detection and adaptive spawning for CLI vs VS Code vs other surfaces
FritzAndFriends/SharpSite
How to coordinate with squads on different machines using git as transport
FritzAndFriends/SharpSite
Microsoft Style Guide + Squad-specific documentation patterns
FritzAndFriends/SharpSite
PAO workflow for scanning, drafting, and presenting community responses with human review gate
FritzAndFriends/SharpSite
Safely manage multiple GitHub identities (EMU + personal) in agent workflows
Works with
Categories
Shifts Layer 3 model selection to cost-optimized alternatives when economy mode is active. Economy Mode is an agent skill from FritzAndFriends/SharpSite. Shifts Layer 3 model selection to cost-optimized alternatives when economy mode is active.
Economy Mode fits situations like: development work in your project.
Run `npx skills add FritzAndFriends/SharpSite --skill economy-mode -a claude-code`. Or copy the skill folder (.copilot/skills/economy-mode in FritzAndFriends/SharpSite) into .claude/skills/economy-mode in your project. Claude Code loads it when a task matches its description.
Run `npx skills add FritzAndFriends/SharpSite --skill economy-mode -a codex`. Or copy the skill folder (.copilot/skills/economy-mode in FritzAndFriends/SharpSite) into .agents/skills/economy-mode 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 FritzAndFriends/SharpSite --skill economy-mode -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/economy-mode, .gemini/skills/economy-mode, .github/skills/economy-mode and .opencode/skills/economy-mode in your project.
SKILL.md names no scripts, command-line tools or credentials: Economy Mode is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. 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.
Economy Mode 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 Economy Mode: Get API Docs with chub (andrewyng/context-hub, 14k stars), Create Skill (Hyk260/PureChat, 546 stars), DeepChat Provider Integration (ThinkInAIXYZ/deepchat, 6.4k stars) and Code Change Verification (openai/openai-agents-js, 3.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
FritzAndFriends (a GitHub organization) maintains it in FritzAndFriends/SharpSite, which has 145 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on April 30, 2026.
Source: FritzAndFriends/SharpSite on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.