Creating Financial Models
Chen-zexi/open-ptc-agent
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions
Detect IBD-style Distribution Days for QQQ/SPY (close down at least 0.2% on higher volume), track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk…
Install Ibd Distribution Day Monitor
$ npx skills add tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tradermonty/claude-trading-skills ibd-distribution-day-monitor --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/tradermonty/claude-trading-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/ibd-distribution-day-monitor .claude/skills/ibd-distribution-day-monitor && 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 "ibd-distribution-day-monitor" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/ibd-distribution-day-monitor into .claude/skills/ibd-distribution-day-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ibd-distribution-day-monitor", 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/tradermonty/claude-trading-skills/tree/main/skills/ibd-distribution-day-monitorType 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 tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tradermonty/claude-trading-skills ibd-distribution-day-monitor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/ibd-distribution-day-monitor .agents/skills/ibd-distribution-day-monitor && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ibd-distribution-day-monitor" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/ibd-distribution-day-monitor into .agents/skills/ibd-distribution-day-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ibd-distribution-day-monitor", 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 tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tradermonty/claude-trading-skills ibd-distribution-day-monitor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/ibd-distribution-day-monitor .cursor/skills/ibd-distribution-day-monitor && 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 "ibd-distribution-day-monitor" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/ibd-distribution-day-monitor into .cursor/skills/ibd-distribution-day-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ibd-distribution-day-monitor", 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/tradermonty/claude-trading-skills.git --path skills/ibd-distribution-day-monitor--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 tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tradermonty/claude-trading-skills ibd-distribution-day-monitor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/ibd-distribution-day-monitor .gemini/skills/ibd-distribution-day-monitor && 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 "ibd-distribution-day-monitor" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/ibd-distribution-day-monitor into .gemini/skills/ibd-distribution-day-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ibd-distribution-day-monitor", 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 tradermonty/claude-trading-skills ibd-distribution-day-monitorInstalls 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 tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/ibd-distribution-day-monitor .github/skills/ibd-distribution-day-monitor && 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 "ibd-distribution-day-monitor" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/ibd-distribution-day-monitor into .github/skills/ibd-distribution-day-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ibd-distribution-day-monitor", 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 tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install tradermonty/claude-trading-skills ibd-distribution-day-monitor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/tradermonty/claude-trading-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/ibd-distribution-day-monitor .opencode/skills/ibd-distribution-day-monitor && 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 "ibd-distribution-day-monitor" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/ibd-distribution-day-monitor into .opencode/skills/ibd-distribution-day-monitor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ibd-distribution-day-monitor", 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
ibd-distribution-day-monitor- GitHub stars
- 3k
- Used in
- 1 other repo
- Token cost
- ~1.3k tokens
- SKILL.md length
- 585 words
- Files
- 26 (incl. scripts, references)
- Skills in repo
- 74
- Repo updated
- First seen
- Licence
- MIT
At a glance
Detect IBD-style Distribution Days for QQQ/SPY (close down at least 0.2% on higher volume), track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk…
- Works in 2 steps: Today's close is at least 0.2% below… → Today's volume is greater than…
- Business, Finance & HR work in your project
- SKILL.md covers Purpose, When to Use, Inputs and Core Rules, plus 9 more sections
- Runs Python scripts from its folder; calls python3; needs FMP_API_KEY
What it does
Ibd Distribution Day Monitor is an agent skill from tradermonty/claude-trading-skills. Detect IBD-style Distribution Days for QQQ/SPY (close down at least 0.2% on higher volume), track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk (NORMAL/CAUTION/HIGH/SEVERE), and emit TQQQ/QQQ exposure recommendations. Use after market close, before TQQQ exposure changes, or as input to FTD/market-state frameworks. Does not execute trades.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 29 other files, including scripts and reference files (for example `config/default.yaml`, `references/ibd_distribution_methodology.md` and `references/tqqq_exposure_policy.md`).
It sits in Business, Finance & HR. The repository describes itself as: Claude Code skills for equity investors and traders — market analysis, technical charting, economic calendars, screeners, and trading strategy development. The licence is MIT.
When your agent uses it
- Business, Finance & HR work in your project
Example prompts
- “/ibd-distribution-day-monitor”
Requirements
- Python 3
- A credential in FMP_API_KEY
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- Today's close is at least 0.2% below yesterday's close.
- Today's volume is greater than yesterday's volume.
What it can do on your machine
Read from SKILL.md and the folder at commit c8d58f0. 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
Ships 12 files in scripts/ (Python, from the files we listed), which the agent can run.
Shell commands in SKILL.md call:
python3
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 these keys or tokens, usually read from environment variables:
FMP_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Ibd Distribution Day Monitor loads about 1.3k tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 104 tokens; SKILL.md has 585 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); the scripts in this folder are not scanned.
SKILL.md
The full file from tradermonty/claude-trading-skills at commit c8d58f0, republished under its MIT licence (© tradermonty). 585 words, ~1,310 tokens.
Download SKILL.mdSave it as
.claude/skills/ibd-distribution-day-monitor/SKILL.md (or your agent's skills folder). This skill also uses 25 other files; get the full folder from GitHub.- name
- ibd-distribution-day-monitor
- description
- Detect IBD-style Distribution Days for QQQ/SPY (close down at least 0.2% on higher volume), track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk (NORMAL/CAUTION/HIGH/SEVERE), and emit TQQQ/QQQ exposure recommendations. Use after market close, before TQQQ exposure changes, or as input to FTD/market-state frameworks. Does not execute trades.
IBD Distribution Day Monitor
Purpose
Detect IBD-style Distribution Days for major market ETFs (QQQ as Nasdaq proxy, SPY as S&P 500 proxy) and produce a daily market deterioration signal plus a TQQQ/QQQ exposure recommendation. Designed for post-market review.
When to Use
Invoke this skill:
- Daily after the US market close.
- Before increasing TQQQ exposure or rebalancing leveraged positions.
- When evaluating whether an uptrend is becoming vulnerable to a correction.
- As an upstream input to FTD (Follow-Through Day) detection or other market-state frameworks.
Do NOT use this skill to:
- Execute trades or modify orders.
- Generate discretionary market predictions outside of the IBD ruleset.
Inputs
- Symbols (default: QQQ, SPY) and lookback (default 80 trading sessions).
- Optional
--as-of YYYY-MM-DDfor backtesting against a historical session. - Strategy context: instrument (TQQQ or QQQ), current exposure %, base trailing stop %.
- FMP API key via
--api-key,config.data.api_key, orFMP_API_KEYenv var (in that priority order).
Core Rules
A Distribution Day is detected when:
- Today's close is at least 0.2% below yesterday's close.
- Today's volume is greater than yesterday's volume.
A Distribution Day is removed from the active count when either:
- More than 25 trading sessions have elapsed since the DD.
- The index has gained 5% from the DD close (using post-DD high by default; configurable to close-source).
Today's DD is never invalidated immediately because there are no post-DD sessions to evaluate the 5% gain against.
Counting Conventions
d5_count/d15_count/d25_countcount active records withage_sessions <= N.- This means N+1 sessions are inspected (age 0..N inclusive). Reports therefore say "within N elapsed sessions" rather than "直近 N 取引日" to avoid ambiguity.
Risk Classification
| Risk | Trigger |
|---|---|
| NORMAL | d25 <= 2 |
| CAUTION | d25 >= 3 |
| HIGH | d25 >= 5 OR d15 >= 3 OR d5 >= 2 |
| SEVERE | d25 >= 6 OR d15 >= 4 OR (market_below_21ema_or_50ma AND d25 >= 5) |
When both QQQ and SPY are loaded, QQQ-weighted overall logic applies (TQQQ-aware): a single SEVERE escalates to SEVERE; QQQ HIGH escalates to overall HIGH; QQQ NORMAL + SPY HIGH still escalates to HIGH (broad-market spillover).
TQQQ Exposure Policy
| Risk | Action | Target Exposure | Trailing Stop |
|---|---|---|---|
| NORMAL | HOLD_OR_FOLLOW_BASE_STRATEGY | 100% | base |
| CAUTION | AVOID_NEW_ADDS | 75% | min(base, 7%) |
| HIGH | REDUCE_EXPOSURE | 50% | min(base, 5%) |
| SEVERE | CLOSE_TQQQ_OR_HEDGE | 25% | min(base, 3%) |
QQQ uses a less aggressive policy (HIGH=75%, SEVERE=50%) since it lacks 3x leverage.
Show full SKILL.md (216 more words)Show less
Workflow
- Load OHLCV for the configured symbols via FMP (
get_historical_prices). - Validate data quality; record skipped sessions in audit.
- Rebase via
prepare_effective_historysoeffective_history[0]is the evaluation session. - Detect raw Distribution Days; enrich with
high_since, invalidation event, and status. - Count
d5/d15/d25active records. - Compute 21EMA and 50SMA filters; flag
market_below_21ema_or_50ma(None if data insufficient). - Classify each index, then combine using QQQ-weighted policy.
- Generate portfolio action for the configured instrument.
- Write JSON + Markdown reports to
--output-dirwith API keys redacted.
Outputs
Saved to reports/ (or --output-dir):
ibd_distribution_day_monitor_YYYY-MM-DD_HHMMSS.jsonibd_distribution_day_monitor_YYYY-MM-DD_HHMMSS.md
JSON is UTF-8 with ensure_ascii=False (Japanese explanations preserved). Sensitive keys (api_key, fmp_api_key, token, etc.) are redacted automatically.
Operating Principles
- Do not override the IBD rule definitions unless
config/default.yamlis changed deliberately. - Always explain which dates contributed to the active count.
- Treat missing or unreliable volume data as a warning (audit_flag), not as a Distribution Day.
- Do not place trades. The portfolio action is a risk-management suggestion, not an execution instruction.
CLI
python3 skills/ibd-distribution-day-monitor/scripts/ibd_monitor.py \
--symbols QQQ,SPY \
--lookback-days 80 \
--instrument TQQQ \
--current-exposure 100 \
--base-trailing-stop 10 \
--output-dir reports/API Requirements
FMP API key required. Free tier (250 calls/day) is sufficient for daily QQQ + SPY runs.
Related Skills
ftd-detector: Bottom confirmation via Follow-Through Days (counterpart of this top-side signal).market-top-detector: Composite 0-100 top probability score using O'Neil distribution + other components.position-sizer: Convert risk-management recommendations into share counts.
© tradermonty, 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 25 other files (scripts, references) in skills/ibd-distribution-day-monitor of tradermonty/claude-trading-skills.
- SKILL.md
- config/default.yaml
- references/ibd_distribution_methodology.md
- references/tqqq_exposure_policy.md
- requirements.txt
- scripts/_fmp_compat.py
- scripts/data_loader.py
- scripts/distribution_day_tracker.py
- scripts/exposure_policy.py
- scripts/fmp_client.py
- scripts/history_utils.py
- scripts/ibd_monitor.py
- scripts/math_utils.py
- scripts/models.py
- scripts/report_generator.py
- scripts/risk_classifier.py
- scripts/tests/conftest.py
- … and 9 more
Open the folder on GitHubat commit c8d58f0
Used in 1 other repository
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 tradermonty/claude-trading-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Ibd Distribution Day Monitor 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 |
|---|---|---|---|---|---|---|
| Ibd Distribution Day Monitor this skilltradermonty/claude-trading-skills | 3k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Creating Financial ModelsChen-zexi/open-ptc-agent | 729 | 3 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Stock APIzhangxiangliang/stock-api | 2k | — | ~507 | Automated safety check: Pass | MIT | |
| Itr Walakaranb192/itr-wala | 871 | — | ~3.6k | Automated safety check: Pass | MIT | |
| Tushare Datazillionare/zillionare | 322 | 2 repos | ~2.3k | Automated safety check: Pass | None | |
| Cc Sdd New Agentgotalab/cc-sdd | 3.7k | — | ~1.1k | Automated safety check: Pass | MIT |
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Questions about Ibd Distribution Day Monitor
What does Ibd Distribution Day Monitor do?
Detect IBD-style Distribution Days for QQQ/SPY (close down at least 0.2% on higher volume), track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk…. Ibd Distribution Day Monitor is an agent skill from tradermonty/claude-trading-skills.2% on higher volume), track 25-session expiration and 5% invalidation, count d5/d15/d25 clusters, classify market risk (NORMAL/CAUTION/HIGH/SEVERE), and emit TQQQ/QQQ exposure recommendations.
When should I use Ibd Distribution Day Monitor?
Ibd Distribution Day Monitor fits situations like: business, Finance & HR work in your project.
How do I install Ibd Distribution Day Monitor in Claude Code?
Run `npx skills add tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a claude-code`. Or copy the skill folder (skills/ibd-distribution-day-monitor in tradermonty/claude-trading-skills) into .claude/skills/ibd-distribution-day-monitor in your project. Claude Code loads it when a task matches its description.
How do I install Ibd Distribution Day Monitor in Codex?
Run `npx skills add tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a codex`. Or copy the skill folder (skills/ibd-distribution-day-monitor in tradermonty/claude-trading-skills) into .agents/skills/ibd-distribution-day-monitor in your project. Codex loads it when a task matches its description.
Can I use Ibd Distribution Day Monitor 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 tradermonty/claude-trading-skills --skill ibd-distribution-day-monitor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ibd-distribution-day-monitor, .gemini/skills/ibd-distribution-day-monitor, .github/skills/ibd-distribution-day-monitor and .opencode/skills/ibd-distribution-day-monitor in your project.
What does Ibd Distribution Day Monitor need to run?
Going by SKILL.md and its folder, Ibd Distribution Day Monitor needs Python for the scripts in its folder, the command-line tools its instructions call (python3) and credentials named FMP_API_KEY. Our summary lists: Python 3; A credential in FMP_API_KEY.
Does Ibd Distribution Day Monitor 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 Ibd Distribution Day Monitor 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Ibd Distribution Day Monitor use?
Ibd Distribution Day Monitor 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 Ibd Distribution Day Monitor use?
About 1.3k tokens (SKILL.md is roughly 5.2k 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 1.8k tokens, read only when the agent opens those files.
What are the alternatives to Ibd Distribution Day Monitor?
Skills that share tags, products or a category with Ibd Distribution Day Monitor: Creating Financial Models (Chen-zexi/open-ptc-agent, 729 stars), Stock API (zhangxiangliang/stock-api, 2k stars), Itr Wala (karanb192/itr-wala, 871 stars) and Tushare Data (zillionare/zillionare, 322 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ibd Distribution Day Monitor?
tradermonty (a GitHub user) maintains it in tradermonty/claude-trading-skills, which has 2,982 GitHub stars. The repository holds 74 skills in this directory. The repository was last updated on October 11, 2026.
Source: tradermonty/claude-trading-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.