Macro Regime Detector
tradermonty/claude-trading-skills
Detect structural macro regime transitions (1-2 year horizon) using cross-asset ratio analysis.
Read macro/FRED series from the DB and label the current market regime for the economist.
Custom licenceAuto-check passed
Install Macro Regime Read
$ npx skills add SilvioBaratto/optimizer --skill macro-regime-read -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SilvioBaratto/optimizer macro-regime-read --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/SilvioBaratto/optimizer.git skills-src && mkdir -p .claude/skills && cp -r skills-src/fund/src/fund/skills/macro-regime-read .claude/skills/macro-regime-read && 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 "macro-regime-read" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/macro-regime-read into .claude/skills/macro-regime-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macro-regime-read", 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/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/macro-regime-readType 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 SilvioBaratto/optimizer --skill macro-regime-read -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SilvioBaratto/optimizer macro-regime-read --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .agents/skills && cp -r skills-src/fund/src/fund/skills/macro-regime-read .agents/skills/macro-regime-read && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "macro-regime-read" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/macro-regime-read into .agents/skills/macro-regime-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macro-regime-read", 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 SilvioBaratto/optimizer --skill macro-regime-read -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SilvioBaratto/optimizer macro-regime-read --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/fund/src/fund/skills/macro-regime-read .cursor/skills/macro-regime-read && 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 "macro-regime-read" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/macro-regime-read into .cursor/skills/macro-regime-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macro-regime-read", 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/SilvioBaratto/optimizer.git --path fund/src/fund/skills/macro-regime-read--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 SilvioBaratto/optimizer --skill macro-regime-read -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SilvioBaratto/optimizer macro-regime-read --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/fund/src/fund/skills/macro-regime-read .gemini/skills/macro-regime-read && 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 "macro-regime-read" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/macro-regime-read into .gemini/skills/macro-regime-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macro-regime-read", 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 SilvioBaratto/optimizer macro-regime-readInstalls 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 SilvioBaratto/optimizer --skill macro-regime-read -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .github/skills && cp -r skills-src/fund/src/fund/skills/macro-regime-read .github/skills/macro-regime-read && 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 "macro-regime-read" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/macro-regime-read into .github/skills/macro-regime-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macro-regime-read", 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 SilvioBaratto/optimizer --skill macro-regime-read -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SilvioBaratto/optimizer macro-regime-read --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SilvioBaratto/optimizer.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/fund/src/fund/skills/macro-regime-read .opencode/skills/macro-regime-read && 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 "macro-regime-read" agent skill from https://github.com/SilvioBaratto/optimizer/tree/development/fund/src/fund/skills/macro-regime-read into .opencode/skills/macro-regime-read/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "macro-regime-read", 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
macro-regime-read- GitHub stars
- 176
- Token cost
- ~403 tokens
- SKILL.md length
- 169 words
- Files
- 2
- Skills in repo
- 10
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Read macro/FRED series from the DB and label the current market regime for the economist.
- Works in 4 steps: Pull the series with… → Read the optimizer regime output… → Map to a regime enum (see reference.md):… → …
- The run needs a regime read (calm vs turbulent
- SKILL.md covers When to use, Load-bearing rule, Procedure and Boundaries, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Macro Regime Read is an agent skill from SilvioBaratto/optimizer. Read macro/FRED series from the DB and label the current market regime for the economist. Use when the run needs a regime read (calm vs turbulent, expansion vs stress) to condition views and de-risking. Interprets the optimizer's regime output and the macro series; it NEVER fabricates regime probabilities or weights.
Its SKILL.md is about 400 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `reference.md`).
The repository describes itself as: Quantitative portfolio construction and optimization platform built on skfolio and scikit-learn.
When your agent uses it
- The run needs a regime read (calm vs turbulent
- Expansion vs stress) to condition views and de-risking
Example prompts
- “/macro-regime-read”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Pull the series with get_macro_series(names, asof) (yield curve, credit
- Read the optimizer regime output (turbulence / absorption ratio / mixture prob).
- Map to a regime enum (see reference.md): calm / normal / turbulent / stress.
- Emit a typed regime read (label + drivers + confidence) for views-construction.
What it can do on your machine
Read from SKILL.md and the folder at commit 63e897b. 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
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Macro Regime Read loads about 403 tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 169 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 169 words (~403 tokens).
“The economist's first step: turn raw macro/FRED series plus the optimizer's regime signal into a short, typed regime label the views step can act on.”
- name
- macro-regime-read
Files
SKILL.md and 1 other file in fund/src/fund/skills/macro-regime-read of SilvioBaratto/optimizer.
- SKILL.md
- reference.md
Open the folder on GitHubat commit 63e897b
Compare with similar skills
Macro Regime Read 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 |
|---|---|---|---|---|---|---|
| Macro Regime Read this skillSilvioBaratto/optimizer | 176 | — | ~403 | Automated safety check: Pass | Custom licence | |
| Macro Regime Detectortradermonty/claude-trading-skills | 3k | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| FRED Macro Time Serieskansoku-trade/kansoku | 328 | — | ~1.1k | Automated safety check: Notes | Custom licence | |
| Macro Regimeagentii-ai/agentii-investment-intelligence | 207 | — | ~923 | Automated safety check: Pass | Apache-2.0 | |
| Trader Regimeruvnet/ruflo | 74k | — | ~408 | Automated safety check: Notes | MIT | |
| Form Labelsthedaviddias/Front-End-Checklist | 74k | — | ~565 | Automated safety check: Pass | MIT |
Similar skills
FRED Macro Time Series
kansoku-trade/kansoku
Looks up US and global macro series from St. Louis Fed FRED, such as CPI, GDP, Fed funds, yields, M2 and the dollar index, and reports them with units and dates.
Macro Regime
agentii-ai/agentii-investment-intelligence
Macro regime analysis, bull bear market detection, business cycle analysis, macro environment assessment, interest rate cycle, yield curve analysis, monetary policy, fiscal policy, global macro…
Trader Regime
ruvnet/ruflo
Detect current market regime using npx neural-trader — bull/bear/ranging/volatile classification with recommended strategy.
Form Labels
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Associate labels with form controls.
Fred Macro
gauss314/skills
API gratuita de la Reserva Federal (FRED): 840K+ series macroeconómicas (GDP, CPI, tasas, empleo, M2, VIX, treasuries).
More from SilvioBaratto/optimizer
All 10 skills in this repoYfinance
SilvioBaratto/optimizer
Load proactively whenever the user works with yfinance or Yahoo Finance data — pulling price history, fetching financials or analyst data, screening stocks / funds / ETFs, streaming real-time…
DB Context
SilvioBaratto/optimizer
Complete knowledge of the optimizer PostgreSQL database: 57 ingestion tables, schema, relationships, live row counts, query patterns, and conventions.
Fund Orchestration
SilvioBaratto/optimizer
Sequence the fund pipeline and delegate to the four subagents (economist, allocator, risk, executor).
Optimization Objective Map
SilvioBaratto/optimizer
Map a chosen ConstraintSet.objective to the correct optimizer cone / risk-measure and factory config.
Rebalancing Execution
SilvioBaratto/optimizer
Translate approved target weights into paper orders under a no-trade band and an L1 turnover penalty, then place them behind human approval.
Risk Limits Check
SilvioBaratto/optimizer
Validate a proposed weight vector against the ConstraintSet — drawdown ceilings nu1/nu2/nu3, ESG hard gate, robust uncertainty, and a walk-forward backtest — and BLOCK on any breach.
Questions about Macro Regime Read
What does Macro Regime Read do?
Read macro/FRED series from the DB and label the current market regime for the economist. Macro Regime Read is an agent skill from SilvioBaratto/optimizer. Read macro/FRED series from the DB and label the current market regime for the economist.
When should I use Macro Regime Read?
Macro Regime Read fits situations like: the run needs a regime read (calm vs turbulent; expansion vs stress) to condition views and de-risking.
How do I install Macro Regime Read in Claude Code?
Run `npx skills add SilvioBaratto/optimizer --skill macro-regime-read -a claude-code`. Or copy the skill folder (fund/src/fund/skills/macro-regime-read in SilvioBaratto/optimizer) into .claude/skills/macro-regime-read in your project. Claude Code loads it when a task matches its description.
How do I install Macro Regime Read in Codex?
Run `npx skills add SilvioBaratto/optimizer --skill macro-regime-read -a codex`. Or copy the skill folder (fund/src/fund/skills/macro-regime-read in SilvioBaratto/optimizer) into .agents/skills/macro-regime-read in your project. Codex loads it when a task matches its description.
Can I use Macro Regime Read 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 SilvioBaratto/optimizer --skill macro-regime-read -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/macro-regime-read, .gemini/skills/macro-regime-read, .github/skills/macro-regime-read and .opencode/skills/macro-regime-read in your project.
What does Macro Regime Read need to run?
SKILL.md names no scripts, command-line tools or credentials: Macro Regime Read is instructions for the agent only.
Does Macro Regime Read access the network?
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.
Is Macro Regime Read 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 Macro Regime Read use?
Macro Regime Read has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Macro Regime Read use?
About 403 tokens (SKILL.md is roughly 1.6k 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 Macro Regime Read?
Skills that share tags, products or a category with Macro Regime Read: Macro Regime Detector (tradermonty/claude-trading-skills, 3k stars), FRED Macro Time Series (kansoku-trade/kansoku, 328 stars), Macro Regime (agentii-ai/agentii-investment-intelligence, 207 stars) and Trader Regime (ruvnet/ruflo, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Macro Regime Read?
SilvioBaratto (a GitHub user) maintains it in SilvioBaratto/optimizer, which has 176 GitHub stars. The repository holds 10 skills in this directory. The repository was last updated on October 7, 2026.
Source: SilvioBaratto/optimizer on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.