Financial Analyst
alirezarezvani/claude-skills
Runs financial ratio analysis, DCF valuation, budget variance reports and rolling forecasts from statement data using four bundled Python scripts.
Agent skill
Jfqa Contribution Framing
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when framing the contribution of a Journal of Financial and Quantitative Analysis (JFQA) paper — write the strict one-paragraph abstract of no more than 100 words and an…
MITAuto-check passed
Install Jfqa Contribution Framing
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-contribution-framing --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing .claude/skills/jfqa-contribution-framing && 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 "jfqa-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing into .claude/skills/jfqa-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-contribution-framing", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framingType 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 brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-contribution-framing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing .agents/skills/jfqa-contribution-framing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jfqa-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing into .agents/skills/jfqa-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-contribution-framing", 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 brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-contribution-framing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing .cursor/skills/jfqa-contribution-framing && 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 "jfqa-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing into .cursor/skills/jfqa-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-contribution-framing", 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/brycewang-stanford/Awesome-Journal-Skills.git --path Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing--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 brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-contribution-framing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing .gemini/skills/jfqa-contribution-framing && 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 "jfqa-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing into .gemini/skills/jfqa-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-contribution-framing", 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 brycewang-stanford/Awesome-Journal-Skills jfqa-contribution-framingInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing .github/skills/jfqa-contribution-framing && 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 "jfqa-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing into .github/skills/jfqa-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-contribution-framing", 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 brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jfqa-contribution-framing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing .opencode/skills/jfqa-contribution-framing && 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 "jfqa-contribution-framing" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing into .opencode/skills/jfqa-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jfqa-contribution-framing", 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
jfqa-contribution-framing- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 631 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when framing the contribution of a Journal of Financial and Quantitative Analysis (JFQA) paper — write the strict one-paragraph abstract of no more than 100 words and an…
- Works in 4 steps: Finance object: return, risk, liquidity,… → Design credibility: the source of… → Magnitude: basis points, alpha, spread,… → …
- So the quantitative contribution lands within JFQAs tight abstract cap and high selectivity
- SKILL.md covers The 100-word abstract (hard…, The introduction contribution…, Anti-patterns and JFQA contribution stress test, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jfqa Contribution Framing is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when framing the contribution of a Journal of Financial and Quantitative Analysis (JFQA) paper — write the strict one-paragraph abstract of no more than 100 words and an introduction that states what is new in finance terms, so the quantitative contribution lands within JFQA's tight abstract cap and high selectivity.
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.
The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的… The licence is MIT.
When your agent uses it
- So the quantitative contribution lands within JFQAs tight abstract cap and high selectivity
Example prompts
- “/jfqa-contribution-framing”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Finance object: return, risk, liquidity, capital structure, governance, intermediary behavior, or
- Design credibility: the source of variation, model restriction, or quantitative method that makes
- Magnitude: basis points, alpha, spread, elasticity, valuation effect, probability change, or another
- Closest-rival delta: the one paper a referee will cite and the precise way this paper changes the
What it can do on your machine
Read from SKILL.md and the folder at commit 932eb23. 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
Jfqa Contribution Framing loads about 1.3k tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 631 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 brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 631 words, ~1,314 tokens.
Download SKILL.mdSave it as
.claude/skills/jfqa-contribution-framing/SKILL.md (or your agent's skills folder).- name
- jfqa-contribution-framing
- description
- Use when framing the contribution of a Journal of Financial and Quantitative Analysis (JFQA) paper — write the strict one-paragraph abstract of no more than 100 words and an introduction that states what is new in finance terms, so the quantitative contribution lands within JFQA's tight abstract cap and high selectivity.
JFQA Contribution Framing (jfqa-contribution-framing)
Use this skill to state the contribution of a JFQA manuscript crisply — the journal is highly selective (prints < 9% of 1,000+ annual submissions) and imposes an unusually strict abstract limit.
The 100-word abstract (hard constraint)
JFQA requires the abstract to be one paragraph of no more than 100 words — tighter than most finance/economics flagships. Make every word count:
- One sentence on the question and why it matters in finance.
- One or two sentences on the data/design (sample, identification).
- One or two sentences on the headline quantitative result, with a number (basis points, alpha, elasticity, magnitude per one-SD change).
- One sentence on the broader implication for the subfield.
- No citations, no equations, no filler. Stay at or under 100 words.
The introduction contribution paragraph
- Lead with the question and the answer; do not bury the result.
- State the contribution against the closest rivals (see jfqa-literature-positioning).
- Make the economic magnitude explicit and the mechanism clear.
- Preview the design and the key exhibit.
Anti-patterns
- An abstract over 100 words, or split into multiple paragraphs — a formatting strike before a reviewer even reads it.
- Vague claims ("we shed light on...") instead of a measured result.
- Over-claiming beyond what the design supports.
- Saving the contribution for the conclusion.
JFQA contribution stress test
Before accepting the framing, force the abstract and first-page contribution paragraph to answer:
- Finance object: return, risk, liquidity, capital structure, governance, intermediary behavior, or another finance quantity that JFQA readers recognize immediately.
- Design credibility: the source of variation, model restriction, or quantitative method that makes the claim more than a finance correlation.
- Magnitude: basis points, alpha, spread, elasticity, valuation effect, probability change, or another finance-scale number.
- Closest-rival delta: the one paper a referee will cite and the precise way this paper changes the conclusion.
If the answer to item 3 is "statistically significant," the contribution is not yet JFQA-ready.
Show full SKILL.md (317 more words)Show less
Worked compression: a microstructure abstract at the cap
Hypothetical paper: an exchange-level tick-size reform and small-cap liquidity (all numbers illustrative). The first draft ran 127 words and opened with three sentences about electronic markets in general. The JFQA-ready version spends its budget like this:
- Question, ~15 words: does the reform change liquidity for the affected stocks, and through which channel?
- Design, ~25 words: the reform event, roughly 1,200 treated small-caps vs. matched controls, difference-in-differences on intraday quote data.
- Result with numbers, ~40 words: quoted spreads move 11.6 bps (14% of the pre-period mean); depth at the inside changes 22%; effects concentrate where the constraint binds.
- Implication, ~18 words: one sentence on what the elasticity means for tick-size policy.
Every surviving clause carries a finance object, a design cue, or a number. Motivation throat-clearing is the first thing cut, because the 100-word cap punishes it hardest.
Magnitude phrasing by JFQA subfield
| Subfield | Headline-number form JFQA readers expect | Weak form to delete |
|---|---|---|
| Asset pricing | monthly alpha in bps; premium per one-SD of the characteristic; Sharpe change | "significant at the 1% level" |
| Corporate finance | pp change in leverage/investment/cash, scaled by the sample mean | "positively related to" |
| Microstructure | bps of spread; depth or price-impact change; % of daily volume | "liquidity improves" |
| Institutions/banking | pp change in lending or default probability; capital-ratio effect | "stability increases" |
| Derivatives | implied-vol points; hedging-error reduction; option-return spread | "evidence of mispricing" |
Referee pushback on framing, with the JFQA repair
| Pushback heard at JFQA | What it signals | Repair |
|---|---|---|
| "The contribution is incremental" | closest-rival delta not quantified | state the number the paper changes and by how much |
| "Magnitudes seem small" | raw coefficient reported without a benchmark | scale by the mean, a one-SD move, or a dollar value |
| "Abstract oversells the design" | causal verbs without causal variation | downgrade verbs to what the design supports |
| "Unclear who cares" | no finance decision-maker named | tie the result to an investor, manager, or regulator choice |
Output format
【Abstract】one paragraph, word count ≤ 100, states result + number
【Question】one sentence
【Contribution】vs. closest rivals, with magnitude
【Implication】for the finance subfield
【Next step】jfqa-tables-figures or jfqa-writing-style© brycewang-stanford, MIT. 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 Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Jfqa Contribution Framing 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 |
|---|---|---|---|---|---|---|
| Jfqa Contribution Framing this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Financial Analystalirezarezvani/claude-skills | 28k | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Contributemindfold-ai/Trellis | 15k | — | ~2.7k | Automated safety check: Pass | AGPL-3.0 | |
| Contributesuperset-sh/superset | 15k | — | ~624 | Automated safety check: Pass | Custom licence | |
| Startup Financial Modelingwshobson/agents | 40k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Contributingkortix-ai/suna | 20k | — | ~3k | Automated safety check: Warn | Custom licence |
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Questions about Jfqa Contribution Framing
What does Jfqa Contribution Framing do?
A skill your agent uses when framing the contribution of a Journal of Financial and Quantitative Analysis (JFQA) paper — write the strict one-paragraph abstract of no more than 100 words and an…. Jfqa Contribution Framing is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when framing the contribution of a Journal of Financial and Quantitative Analysis (JFQA) paper — write the strict one-paragraph abstract of no more than 100 words and an introduction that states what is new in finance terms, so the quantitative contribution lands within JFQA's tight abstract cap and high selectivity.
When should I use Jfqa Contribution Framing?
Jfqa Contribution Framing fits situations like: so the quantitative contribution lands within JFQAs tight abstract cap and high selectivity.
How do I install Jfqa Contribution Framing in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a claude-code`. Or copy the skill folder (Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jfqa-contribution-framing in your project. Claude Code loads it when a task matches its description.
How do I install Jfqa Contribution Framing in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a codex`. Or copy the skill folder (Journal-of-Financial-and-Quantitative-Analysis-Skills/skills/jfqa-contribution-framing in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jfqa-contribution-framing in your project. Codex loads it when a task matches its description.
Can I use Jfqa Contribution Framing 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 brycewang-stanford/Awesome-Journal-Skills --skill jfqa-contribution-framing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jfqa-contribution-framing, .gemini/skills/jfqa-contribution-framing, .github/skills/jfqa-contribution-framing and .opencode/skills/jfqa-contribution-framing in your project.
What does Jfqa Contribution Framing need to run?
SKILL.md names no scripts, command-line tools or credentials: Jfqa Contribution Framing is instructions for the agent only.
Does Jfqa Contribution Framing 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 Jfqa Contribution Framing 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 Jfqa Contribution Framing use?
Jfqa Contribution Framing 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 Jfqa Contribution Framing use?
About 1.3k tokens (SKILL.md is roughly 5.3k 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 Jfqa Contribution Framing?
Skills that share tags, products or a category with Jfqa Contribution Framing: Financial Analyst (alirezarezvani/claude-skills, 28k stars), Contribute (mindfold-ai/Trellis, 15k stars), Contribute (superset-sh/superset, 15k stars) and Startup Financial Modeling (wshobson/agents, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jfqa Contribution Framing?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.
Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.