Radiology Experiment Design
huang-sir1/radiology-skills
Design/audit tissue, cell, organoid, animal, perturbation and rescue validation; not physical SOP execution.
Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets.
Install Trade Hypothesis Ideator
$ npx skills add tradermonty/claude-trading-skills --skill trade-hypothesis-ideator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install tradermonty/claude-trading-skills trade-hypothesis-ideator --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/trade-hypothesis-ideator .claude/skills/trade-hypothesis-ideator && 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 "trade-hypothesis-ideator" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/trade-hypothesis-ideator into .claude/skills/trade-hypothesis-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trade-hypothesis-ideator", 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/trade-hypothesis-ideatorType 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 trade-hypothesis-ideator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install tradermonty/claude-trading-skills trade-hypothesis-ideator --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/trade-hypothesis-ideator .agents/skills/trade-hypothesis-ideator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "trade-hypothesis-ideator" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/trade-hypothesis-ideator into .agents/skills/trade-hypothesis-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trade-hypothesis-ideator", 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 trade-hypothesis-ideator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install tradermonty/claude-trading-skills trade-hypothesis-ideator --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/trade-hypothesis-ideator .cursor/skills/trade-hypothesis-ideator && 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 "trade-hypothesis-ideator" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/trade-hypothesis-ideator into .cursor/skills/trade-hypothesis-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trade-hypothesis-ideator", 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/trade-hypothesis-ideator--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 trade-hypothesis-ideator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install tradermonty/claude-trading-skills trade-hypothesis-ideator --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/trade-hypothesis-ideator .gemini/skills/trade-hypothesis-ideator && 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 "trade-hypothesis-ideator" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/trade-hypothesis-ideator into .gemini/skills/trade-hypothesis-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trade-hypothesis-ideator", 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 trade-hypothesis-ideatorInstalls 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 trade-hypothesis-ideator -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/trade-hypothesis-ideator .github/skills/trade-hypothesis-ideator && 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 "trade-hypothesis-ideator" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/trade-hypothesis-ideator into .github/skills/trade-hypothesis-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trade-hypothesis-ideator", 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 trade-hypothesis-ideator -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 trade-hypothesis-ideator --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/trade-hypothesis-ideator .opencode/skills/trade-hypothesis-ideator && 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 "trade-hypothesis-ideator" agent skill from https://github.com/tradermonty/claude-trading-skills/tree/main/skills/trade-hypothesis-ideator into .opencode/skills/trade-hypothesis-ideator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "trade-hypothesis-ideator", 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
trade-hypothesis-ideator- GitHub stars
- 3k
- Used in
- 1 other repo
- Token cost
- ~693 tokens
- SKILL.md length
- 214 words
- Files
- 29 (incl. scripts, references)
- Skills in repo
- 74
- Repo updated
- First seen
- Licence
- MIT
At a glance
Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets.
- Works in 6 steps: Receive input JSON bundle. → Run pass 1 normalization + evidence… → Generate hypotheses with prompts → …
- You have a structured input bundle and want ranked hypothesis cards with experiment designs
- SKILL.md covers When to Use, Prerequisites, Workflow and Scripts, plus 2 more sections
- Runs Python scripts from its folder; calls python3
What it does
Trade Hypothesis Ideator is an agent skill from tradermonty/claude-trading-skills. Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets. Use when you have a structured input bundle and want ranked hypothesis cards with experiment designs, kill criteria, and optional strategy.yaml export compatible with edge-finder-candidate/v1.
Its SKILL.md is about 690 tokens, which your agent loads only when the skill is triggered. The skill folder holds 34 other files, including scripts and reference files (for example `examples/example_input.json`, `examples/example_output.json` and `examples/sample_input.json`).
It sits in Research & Science, covering Experimental design and Stock and market analysis. 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
- You have a structured input bundle and want ranked hypothesis cards with experiment designs
- Optional strategy.yaml export compatible with edge-finder-candidate/v1
Example prompts
- “/trade-hypothesis-ideator”
Requirements
- Python 3
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Receive input JSON bundle.
- Run pass 1 normalization + evidence extraction.
- Generate hypotheses with prompts
- Critique hypotheses with prompts/critique_prompt_template.md.
- Run pass 2 ranking + output formatting + guardrails.
- Optionally export pursue hypotheses via Step H strategy exporter.
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 1 file 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 no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Trade Hypothesis Ideator loads about 693 tokens when it runs, and up to ~964 if it reads all its reference files. Until then it costs about 79 tokens; SKILL.md has 214 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). 214 words, ~693 tokens.
Download SKILL.mdSave it as
.claude/skills/trade-hypothesis-ideator/SKILL.md (or your agent's skills folder). This skill also uses 28 other files; get the full folder from GitHub.- name
- trade-hypothesis-ideator
- description
- Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets. Use when you have a structured input bundle and want ranked hypothesis cards with experiment designs, kill criteria, and optional strategy.yaml export compatible with edge-finder-candidate/v1.
Trade Hypothesis Ideator
Generate 1-5 structured hypothesis cards from a normalized input bundle, critique and rank them, then optionally export pursue cards into strategy.yaml + metadata.json artifacts.
When to Use
- After gathering trade logs, journal entries, or market observations that suggest a potential edge
- When you have a structured input bundle (JSON) with evidence snippets and want falsifiable hypotheses
- To bridge qualitative observations into quantitative experiment designs
- Before committing capital to validate a new strategy idea with kill criteria
Prerequisites
- Input JSON bundle with one or more of:
trade_log,journal_snippets,market_data,observations - Python 3.9+ with
pyyamlinstalled - No external API keys required (pure calculation skill)
Workflow
- Receive input JSON bundle.
- Run pass 1 normalization + evidence extraction.
- Generate hypotheses with prompts:
prompts/system_prompt.mdprompts/developer_prompt_template.md(inject{{evidence_summary}})
- Critique hypotheses with
prompts/critique_prompt_template.md. - Run pass 2 ranking + output formatting + guardrails.
- Optionally export
pursuehypotheses via Step H strategy exporter.
Scripts
- Pass 1 (evidence summary):
python3 skills/trade-hypothesis-ideator/scripts/run_hypothesis_ideator.py \
--input skills/trade-hypothesis-ideator/examples/example_input.json \
--output-dir reports/- Pass 2 (rank + output + optional export):
python3 skills/trade-hypothesis-ideator/scripts/run_hypothesis_ideator.py \
--input skills/trade-hypothesis-ideator/examples/example_input.json \
--hypotheses reports/raw_hypotheses.json \
--output-dir reports/ \
--export-strategiesOutput
hypothesis_cards_<date>.json— Ranked hypothesis cards with verdicts (pursue,revise,discard)hypothesis_cards_<date>.md— Human-readable summary with experiment designs and kill criteriastrategy_<hypothesis_id>.yaml— (Optional) Edge-finder-compatible strategy export forpursuecardsmetadata_<hypothesis_id>.json— (Optional) Provenance metadata for exported strategies
Resources
references/hypothesis_types.md— Taxonomy of hypothesis patterns (mean-reversion, momentum, event-driven, etc.)references/evidence_quality_guide.md— Criteria for rating evidence strength and sample size requirements
© 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 28 other files (scripts, references) in skills/trade-hypothesis-ideator of tradermonty/claude-trading-skills.
- SKILL.md
- examples/example_input.json
- examples/example_output.json
- examples/sample_input.json
- prompts/critique_prompt_template.md
- prompts/developer_prompt_template.md
- prompts/system_prompt.md
- references/evidence_quality_guide.md
- references/hypothesis_types.md
- requirements.txt
- schemas/hypothesis_card.schema.json
- schemas/input_bundle.schema.json
- schemas/output_bundle.schema.json
- schemas/raw_hypotheses.schema.json
- scripts/pipeline/__init__.py
- … and 14 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
Trade Hypothesis Ideator 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 |
|---|---|---|---|---|---|---|
| Trade Hypothesis Ideator this skilltradermonty/claude-trading-skills | 3k | 1 repos | ~693 | Automated safety check: Pass | MIT | |
| Radiology Experiment Designhuang-sir1/radiology-skills | 1.9k | — | ~3.6k | Automated safety check: Pass | Custom licence | |
| Data Scientistmagnus919/agent-skills | 119 | — | ~4.1k | Automated safety check: Pass | MIT | |
| Consistency Checkerfranklee16/academic-research-skills | 223 | — | ~2.6k | Automated safety check: Pass | None | |
| Jfm Empirical Designbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Scientific Critical Thinkingweapp-tailwindcss/weapp-tailwindcss | 1.9k | 22 repos | ~5.9k | Automated safety check: Notes | MIT |
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Questions about Trade Hypothesis Ideator
What does Trade Hypothesis Ideator do?
Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets. Trade Hypothesis Ideator is an agent skill from tradermonty/claude-trading-skills. Generate falsifiable trade strategy hypotheses from market data, trade logs, and journal snippets.
When should I use Trade Hypothesis Ideator?
Trade Hypothesis Ideator fits situations like: you have a structured input bundle and want ranked hypothesis cards with experiment designs; optional strategy.yaml export compatible with edge-finder-candidate/v1.
How do I install Trade Hypothesis Ideator in Claude Code?
Run `npx skills add tradermonty/claude-trading-skills --skill trade-hypothesis-ideator -a claude-code`. Or copy the skill folder (skills/trade-hypothesis-ideator in tradermonty/claude-trading-skills) into .claude/skills/trade-hypothesis-ideator in your project. Claude Code loads it when a task matches its description.
How do I install Trade Hypothesis Ideator in Codex?
Run `npx skills add tradermonty/claude-trading-skills --skill trade-hypothesis-ideator -a codex`. Or copy the skill folder (skills/trade-hypothesis-ideator in tradermonty/claude-trading-skills) into .agents/skills/trade-hypothesis-ideator in your project. Codex loads it when a task matches its description.
Can I use Trade Hypothesis Ideator 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 trade-hypothesis-ideator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/trade-hypothesis-ideator, .gemini/skills/trade-hypothesis-ideator, .github/skills/trade-hypothesis-ideator and .opencode/skills/trade-hypothesis-ideator in your project.
What does Trade Hypothesis Ideator need to run?
Going by SKILL.md and its folder, Trade Hypothesis Ideator needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Trade Hypothesis Ideator 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 Trade Hypothesis Ideator 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 Trade Hypothesis Ideator use?
Trade Hypothesis Ideator 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 Trade Hypothesis Ideator use?
About 693 tokens (SKILL.md is roughly 2.8k 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 271 tokens, read only when the agent opens those files.
What are the alternatives to Trade Hypothesis Ideator?
Skills that share tags, products or a category with Trade Hypothesis Ideator: Radiology Experiment Design (huang-sir1/radiology-skills, 1.9k stars), Data Scientist (magnus919/agent-skills, 119 stars), Consistency Checker (franklee16/academic-research-skills, 223 stars) and Jfm Empirical Design (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Trade Hypothesis Ideator?
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.