A skill your agent uses when deciding which jams- sub-skill to invoke next, or when sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS)…

MITAuto-check passedResearch & Science

Install Jams Workflow

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jams-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jams-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-the-Academy-of-Marketing-Science-Skills/skills/jams-workflow .claude/skills/jams-workflow && rm -rf skills-src

Use ~/.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/

Facts

Skill name
jams-workflow
GitHub stars
1.2k
Token cost
~1.8k tokens
SKILL.md length
740 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when deciding which jams- sub-skill to invoke next, or when sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS)…

  • Works in 11 steps: jams-topic-selection — lock the broad,… → jams-theory-development — build the… → jams-literature-positioning — stake the… → …
  • Deciding which jams- sub-skill to invoke next
  • SKILL.md covers Overview, When to trigger, Routing table and Default order, plus 5 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jams Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jams- sub-skill to invoke next, or when sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS) submission. Routes — it does not replace — the specialized skills.

Its SKILL.md is about 1.8k 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 Research & Science. 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

  • Deciding which jams- sub-skill to invoke next
  • Sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS) submission

Example prompts

  • “/jams-workflow”

Workflow steps

11 steps, taken from the first numbered list in SKILL.md.

  1. jams-topic-selection — lock the broad, managerially consequential marketing question
  2. jams-theory-development — build the conceptual framework and mechanism
  3. jams-literature-positioning — stake the contribution against the marketing canon
  4. jams-methods — match construct validity and design to the claim
  5. jams-data-analysis — SEM/PLS/HLM/regression/experiment/meta, done right
  6. jams-contribution-framing — the dual theory + managerial contribution
  7. jams-tables-figures — exhibits that answer the question
  8. jams-writing-style — make the idea land (abstract + intro last)
  9. jams-submission — Editorial Manager preflight (blinding, APA, statements)
  10. jams-review-process — calibrate the developmental-review timeline
  11. jams-rebuttal — after the R&R

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

Jams Workflow loads about 1.8k tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 740 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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). 740 words, ~1,845 tokens.

Download SKILL.mdSave it as .claude/skills/jams-workflow/SKILL.md (or your agent's skills folder).
name
jams-workflow
description
Use when deciding which jams-* sub-skill to invoke next, or when sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS) submission. Routes — it does not replace — the specialized skills.

JAMS Workflow Router (jams-workflow)

Overview

This is the router. It tells you which jams- skill to use at the current stage* of a manuscript aimed at the Journal of the Academy of Marketing Science (JAMS) — the flagship journal of the Academy of Marketing Science (AMS), published by Springer (ISSN 0092-0703 print / 1552-7824 online; bimonthly). JAMS is the broad marketing-science outlet: marketing strategy, B2B/industrial marketing, services, retailing, channels, sales, branding, innovation, the marketing–finance interface, and consumer behavior. Its defining tradition is managerial relevance married to strong method — every paper is expected to advance theory and tell a manager (or policy maker) something they can act on.

Default assumption: unless the user says otherwise, treat the target as JAMS. Operational tells that you are at JAMS and not a sibling: submission runs through Springer Editorial Manager; review is double-anonymized (fully blinded manuscript + separate title page with ORCID); the house citation style is APA; and the contribution test is explicitly dual — theory contribution and "what should a manager do." Co-Editors-in-Chief Stephanie M. Noble and Charles H. Noble (University of Tennessee, since June 2024) lead the journal (检索于 2026-06;以官网为准). Re-verify volatile specifics on the Springer journal page (link.springer.com/journal/11747).

When to trigger

  • The user asks "what should I do next?" on a JAMS-bound paper
  • A draft needs its current bottleneck diagnosed
  • Work is ping-ponging between framing, theory, design, evidence, exhibits, and the response letter
  • A JAMS decision letter arrived and the user needs to switch into revision mode
  • The team is unsure whether the paper belongs at JAMS vs. JM, JMR, Marketing Science, or JCR

Routing table

Current symptomNext skill
Scope/outlet fit uncertain; not clearly a broad marketing-science questionjams-topic-selection
The conceptual framework / mechanism is thin or borrowedjams-theory-development
Contribution vs. the marketing literature is fuzzy or oversoldjams-literature-positioning
Construct validity, design, or identification need alignment to the claimjams-methods
Estimation (SEM/PLS/HLM/regression/experiment/meta) needs workjams-data-analysis
The theory and managerial "so what" are not both sharpjams-contribution-framing
Exhibits are dense; tables do not answer the questionjams-tables-figures
Intro/abstract/prose bury the idea or miss the JAMS voicejams-writing-style
Editorial Manager preflight: blinding, APA, files, statementsjams-submission
Want to understand the developmental review timeline / decisionsjams-review-process
Received an R&R; need a response-letter strategyjams-rebuttal

Default order

  1. jams-topic-selection — lock the broad, managerially consequential marketing question
  2. jams-theory-development — build the conceptual framework and mechanism
  3. jams-literature-positioning — stake the contribution against the marketing canon
  4. jams-methods — match construct validity and design to the claim
  5. jams-data-analysis — SEM/PLS/HLM/regression/experiment/meta, done right
  6. jams-contribution-framing — the dual theory + managerial contribution
  7. jams-tables-figures — exhibits that answer the question
  8. jams-writing-style — make the idea land (abstract + intro last)
  9. jams-submission — Editorial Manager preflight (blinding, APA, statements)
  10. jams-review-process — calibrate the developmental-review timeline
  11. jams-rebuttal — after the R&R

jams-writing-style is late-stage polish; do not rewrite the intro before theory, design, and the managerial takeaway settle.

Show full SKILL.md (271 more words)Show less

Routing by paper archetype

JAMS spans several genres, and the binding constraint differs by genre. Read the archetype, then enter the chain at the right link.

ArchetypeLikely first bottleneckEnter at
Survey + SEM/PLS (strategy, B2B, services)construct validity, CMV, discriminant validityjams-methods → jams-data-analysis
Secondary-data econometrics (scanner, CRM, finance interface)causal identification / endogeneityjams-methods (identification) → jams-data-analysis
Behavioral experimentmanipulation validity, mediation, mechanismjams-methods → jams-data-analysis
Meta-analysissampling frame, coding reliability, moderatorsjams-methods → jams-data-analysis
Conceptual / framework papera genuinely new framework, not a literature recapjams-theory-development → jams-contribution-framing

Worked routing example (illustrative)

A user says: "My survey SEM fits well and all paths are significant, but a reviewer says the contribution is a new-context replication and the managerial implications are generic." That is two distinct JAMS pushbacks. The contribution challenge is owned by jams-literature-positioning (find the live gap) and jams-contribution-framing (state the dual contribution and defend against "incremental"); the generic-managerial-implication challenge is owned by jams-contribution-framing and jams-writing-style (rewrite the implications section with decisions and magnitudes). A good fit also routes through jams-data-analysis to make sure each path has a managerial magnitude to cite. Note what is not the bottleneck here: the measurement model already fits, so do not start by re-running the SEM.

Minimal decision snippet

if decision_letter_arrived:          -> jams-rebuttal
elif ready_to_submit:                -> jams-submission
elif exhibits_unclear:               -> jams-tables-figures
elif estimation_or_validity:         -> jams-data-analysis / jams-methods
elif contribution_or_positioning:    -> jams-contribution-framing / jams-literature-positioning
elif theory_thin:                    -> jams-theory-development
else:                                -> jams-topic-selection

Anti-patterns

  • Treating JAMS as interchangeable with JM (AMA strategy outlet), JMR (methods/measurement), Marketing Science (analytical modeling), or JCR (consumer/interpretive)
  • Polishing prose before the theory, design, and managerial takeaway are stable
  • Skipping the managerial contribution and submitting a "theory only" paper — JAMS reviewers ask for both
  • Letting jams-tables-figures polish exhibits while estimation is still moving
  • Quoting volatile process facts (fees, limits, editors) as permanent rather than re-verifying

Output format

text
【Target】Journal of the Academy of Marketing Science (JAMS)
【Archetype】survey-SEM / secondary-data / experiment / meta-analysis / conceptual
【Current bottleneck】fit / theory / positioning / design / evidence / exhibits / style / submission / revision
【Next skill】<one jams-* skill>
【Reason】why this step is the binding constraint
【Source check】official facts verified or marked 待核实 / 检索于 2026-06

© 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-the-Academy-of-Marketing-Science-Skills/skills/jams-workflow of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

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Questions about Jams Workflow

What does Jams Workflow do?

A skill your agent uses when deciding which jams- sub-skill to invoke next, or when sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS)…. Jams Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which jams- sub-skill to invoke next, or when sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS) submission.

When should I use Jams Workflow?

Jams Workflow fits situations like: deciding which jams- sub-skill to invoke next; sequencing manuscript work from question to rebuttal for a Journal of the Academy of Marketing Science (JAMS) submission.

How do I install Jams Workflow in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jams-workflow -a claude-code`. Or copy the skill folder (Journal-of-the-Academy-of-Marketing-Science-Skills/skills/jams-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jams-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Jams Workflow in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jams-workflow -a codex`. Or copy the skill folder (Journal-of-the-Academy-of-Marketing-Science-Skills/skills/jams-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jams-workflow in your project. Codex loads it when a task matches its description.

Can I use Jams Workflow 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 jams-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jams-workflow, .gemini/skills/jams-workflow, .github/skills/jams-workflow and .opencode/skills/jams-workflow in your project.

What does Jams Workflow need to run?

SKILL.md names no scripts, command-line tools or credentials: Jams Workflow is instructions for the agent only.

Does Jams Workflow 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 Jams Workflow 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 Jams Workflow use?

Jams Workflow 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 Jams Workflow use?

About 1.8k tokens (SKILL.md is roughly 7.4k 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 Jams Workflow?

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Who maintains Jams Workflow?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 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.