Backtest Execution Modeling
HKUDS/Vibe-Trading
Adds realistic execution assumptions to backtests: fixed, linear and square-root slippage, delayed fills, VWAP and TWAP logic and market-impact cost estimates; never for live orders.
Value an equity against its peers — peer-median trading multiples applied to the company's metrics for an implied range, cross-read against its own valuation ratios.
Install Relative Valuation
$ npx skills add Yijia-Xiao/FinanceHarness --skill relative-valuation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Yijia-Xiao/FinanceHarness relative-valuation --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/Yijia-Xiao/FinanceHarness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/financeharness/skills/relative-valuation .claude/skills/relative-valuation && 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 "relative-valuation" agent skill from https://github.com/Yijia-Xiao/FinanceHarness/tree/main/financeharness/skills/relative-valuation into .claude/skills/relative-valuation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relative-valuation", 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/Yijia-Xiao/FinanceHarness/tree/main/financeharness/skills/relative-valuationType 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 Yijia-Xiao/FinanceHarness --skill relative-valuation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Yijia-Xiao/FinanceHarness relative-valuation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Yijia-Xiao/FinanceHarness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/financeharness/skills/relative-valuation .agents/skills/relative-valuation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "relative-valuation" agent skill from https://github.com/Yijia-Xiao/FinanceHarness/tree/main/financeharness/skills/relative-valuation into .agents/skills/relative-valuation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relative-valuation", 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 Yijia-Xiao/FinanceHarness --skill relative-valuation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Yijia-Xiao/FinanceHarness relative-valuation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Yijia-Xiao/FinanceHarness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/financeharness/skills/relative-valuation .cursor/skills/relative-valuation && 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 "relative-valuation" agent skill from https://github.com/Yijia-Xiao/FinanceHarness/tree/main/financeharness/skills/relative-valuation into .cursor/skills/relative-valuation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relative-valuation", 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/Yijia-Xiao/FinanceHarness.git --path financeharness/skills/relative-valuation--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 Yijia-Xiao/FinanceHarness --skill relative-valuation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Yijia-Xiao/FinanceHarness relative-valuation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Yijia-Xiao/FinanceHarness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/financeharness/skills/relative-valuation .gemini/skills/relative-valuation && 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 "relative-valuation" agent skill from https://github.com/Yijia-Xiao/FinanceHarness/tree/main/financeharness/skills/relative-valuation into .gemini/skills/relative-valuation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relative-valuation", 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 Yijia-Xiao/FinanceHarness relative-valuationInstalls 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 Yijia-Xiao/FinanceHarness --skill relative-valuation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Yijia-Xiao/FinanceHarness.git skills-src && mkdir -p .github/skills && cp -r skills-src/financeharness/skills/relative-valuation .github/skills/relative-valuation && 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 "relative-valuation" agent skill from https://github.com/Yijia-Xiao/FinanceHarness/tree/main/financeharness/skills/relative-valuation into .github/skills/relative-valuation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relative-valuation", 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 Yijia-Xiao/FinanceHarness --skill relative-valuation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Yijia-Xiao/FinanceHarness relative-valuation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Yijia-Xiao/FinanceHarness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/financeharness/skills/relative-valuation .opencode/skills/relative-valuation && 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 "relative-valuation" agent skill from https://github.com/Yijia-Xiao/FinanceHarness/tree/main/financeharness/skills/relative-valuation into .opencode/skills/relative-valuation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "relative-valuation", 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
relative-valuation- GitHub stars
- 196
- Token cost
- ~446 tokens
- SKILL.md length
- 195 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Value an equity against its peers — peer-median trading multiples applied to the company's metrics for an implied range, cross-read against its own valuation ratios.
- Works in 4 steps: Identify the peer set.… → The company's own multiples.… → Comps. data_equity_comps with the peer… → …
- Tasks that involve Financial modeling
- SKILL.md covers Workflow and Principles
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Relative Valuation is an agent skill from Yijia-Xiao/FinanceHarness. Value an equity against its peers — peer-median trading multiples applied to the company's metrics for an implied range, cross-read against its own valuation ratios.
Its SKILL.md is about 450 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 Business, Finance & HR, covering Financial modeling and Trading and backtesting. The repository describes itself as: FinanceHarness: Autonomous Financial Deep Research Framework. The licence is Apache-2.0.
When your agent uses it
- Tasks that involve Financial modeling
- Tasks that involve Trading and backtesting
Example prompts
- “/relative-valuation”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Identify the peer set. data_equity_reference to classify the company
- The company's own multiples. data_equity_ratios for its P/E,
- Comps. data_equity_comps with the peer tickers — peer-median multiples
- Read it. Is the name rich or cheap versus peers, and is the gap
What it can do on your machine
Read from SKILL.md and the folder at commit 1163c5e. 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
Relative Valuation loads about 446 tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 195 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
The full file from Yijia-Xiao/FinanceHarness at commit 1163c5e, republished under its Apache-2.0 licence (© Yijia-Xiao). 195 words, ~446 tokens.
Download SKILL.mdSave it as
.claude/skills/relative-valuation/SKILL.md (or your agent's skills folder).- name
- relative-valuation
- description
- Value an equity against its peers — peer-median trading multiples applied to the company's metrics for an implied range, cross-read against its own valuation ratios.
- tags
- equity, valuation, comps, relative-valuation, multiples
- requires_tools
- data_equity_reference, data_equity_ratios, data_equity_comps
Relative valuation
Where a name trades versus comparable companies, and whether that's deserved.
Workflow
- Identify the peer set.
data_equity_referenceto classify the company (sector/industry); choose genuine comparables — similar business, scale, and growth/margin profile, not just same-sector names. - The company's own multiples.
data_equity_ratiosfor its P/E, EV/EBITDA, EV/revenue, P/S, plus the leverage/returns context that justifies a premium or discount. - Comps.
data_equity_compswith the peer tickers — peer-median multiples applied to the company's metrics give an implied value-per-share range vs the current price. Report the medians, implied values, and range it returns directly; they're already computed, so there's no need to re-derive them. - Read it. Is the name rich or cheap versus peers, and is the gap warranted by superior growth, margins, or returns? State the implied range and the call.
Principles
- Peer choice drives the answer — name the comparables and why they fit; a bad peer set makes a precise-looking range meaningless.
- A premium or discount is only a finding once you tie it to fundamentals (growth, margins, returns) — otherwise it's just a number.
- Relative value complements, not replaces, an intrinsic (DCF) view — say which you're giving and pair them when it matters.
© Yijia-Xiao, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in financeharness/skills/relative-valuation of Yijia-Xiao/FinanceHarness.
Open the folder on GitHubat commit 1163c5e
Compare with similar skills
Relative Valuation 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 |
|---|---|---|---|---|---|---|
| Relative Valuation this skillYijia-Xiao/FinanceHarness | 196 | — | ~446 | Automated safety check: Pass | Apache-2.0 | |
| Backtest Execution ModelingHKUDS/Vibe-Trading | 35k | — | ~2.9k | Automated safety check: Pass | MIT | |
| Market Microstructure AnalysisHKUDS/Vibe-Trading | 35k | — | ~3.1k | Automated safety check: Pass | MIT | |
| Advanced Options StrategiesHKUDS/Vibe-Trading | 35k | — | ~2k | Automated safety check: Pass | MIT | |
| Options Strategy BacktestingHKUDS/Vibe-Trading | 35k | — | ~2k | Automated safety check: Pass | MIT | |
| Forecastingericrisco/rsc-harness | 180 | — | ~2.8k | Automated safety check: Pass | MIT |
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Categories
Questions about Relative Valuation
What does Relative Valuation do?
Value an equity against its peers — peer-median trading multiples applied to the company's metrics for an implied range, cross-read against its own valuation ratios. Relative Valuation is an agent skill from Yijia-Xiao/FinanceHarness. Value an equity against its peers — peer-median trading multiples applied to the company's metrics for an implied range, cross-read against its own valuation ratios.
When should I use Relative Valuation?
Relative Valuation fits situations like: tasks that involve Financial modeling; tasks that involve Trading and backtesting.
How do I install Relative Valuation in Claude Code?
Run `npx skills add Yijia-Xiao/FinanceHarness --skill relative-valuation -a claude-code`. Or copy the skill folder (financeharness/skills/relative-valuation in Yijia-Xiao/FinanceHarness) into .claude/skills/relative-valuation in your project. Claude Code loads it when a task matches its description.
How do I install Relative Valuation in Codex?
Run `npx skills add Yijia-Xiao/FinanceHarness --skill relative-valuation -a codex`. Or copy the skill folder (financeharness/skills/relative-valuation in Yijia-Xiao/FinanceHarness) into .agents/skills/relative-valuation in your project. Codex loads it when a task matches its description.
Can I use Relative Valuation 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 Yijia-Xiao/FinanceHarness --skill relative-valuation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/relative-valuation, .gemini/skills/relative-valuation, .github/skills/relative-valuation and .opencode/skills/relative-valuation in your project.
What does Relative Valuation need to run?
SKILL.md names no scripts, command-line tools or credentials: Relative Valuation is instructions for the agent only.
Does Relative Valuation 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 Relative Valuation 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 Relative Valuation use?
Relative Valuation is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Relative Valuation use?
About 446 tokens (SKILL.md is roughly 1.8k 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 Relative Valuation?
Skills that share tags, products or a category with Relative Valuation: Backtest Execution Modeling (HKUDS/Vibe-Trading, 35k stars), Market Microstructure Analysis (HKUDS/Vibe-Trading, 35k stars), Advanced Options Strategies (HKUDS/Vibe-Trading, 35k stars) and Options Strategy Backtesting (HKUDS/Vibe-Trading, 35k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Relative Valuation?
Yijia-Xiao (a GitHub user) maintains it in Yijia-Xiao/FinanceHarness, which has 196 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on August 22, 2026.
Source: Yijia-Xiao/FinanceHarness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.