Hypothesis Generation
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
A skill your agent uses when deciding which respol- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Research Policy (RP) submission.
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill respol-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills respol-workflow --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/Research-Policy-Skills/skills/respol-workflow .claude/skills/respol-workflow && 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 "respol-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Policy-Skills/skills/respol-workflow into .claude/skills/respol-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "respol-workflow", 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/Research-Policy-Skills/skills/respol-workflowType 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 respol-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills respol-workflow --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/Research-Policy-Skills/skills/respol-workflow .agents/skills/respol-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "respol-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Policy-Skills/skills/respol-workflow into .agents/skills/respol-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "respol-workflow", 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 respol-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills respol-workflow --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/Research-Policy-Skills/skills/respol-workflow .cursor/skills/respol-workflow && 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 "respol-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Policy-Skills/skills/respol-workflow into .cursor/skills/respol-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "respol-workflow", 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 Research-Policy-Skills/skills/respol-workflow--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 respol-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills respol-workflow --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/Research-Policy-Skills/skills/respol-workflow .gemini/skills/respol-workflow && 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 "respol-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Policy-Skills/skills/respol-workflow into .gemini/skills/respol-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "respol-workflow", 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 respol-workflowInstalls 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 respol-workflow -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/Research-Policy-Skills/skills/respol-workflow .github/skills/respol-workflow && 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 "respol-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Policy-Skills/skills/respol-workflow into .github/skills/respol-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "respol-workflow", 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 respol-workflow -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 respol-workflow --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/Research-Policy-Skills/skills/respol-workflow .opencode/skills/respol-workflow && 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 "respol-workflow" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Research-Policy-Skills/skills/respol-workflow into .opencode/skills/respol-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "respol-workflow", 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.
respol-workflowA skill your agent uses when deciding which respol- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Research Policy (RP) submission.
Respol Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which respol- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Research Policy (RP) 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.
11 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Respol Workflow loads about 1.8k tokens when it runs. Until then it costs about 58 tokens; SKILL.md has 731 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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 731 words, ~1,786 tokens.
.claude/skills/respol-workflow/SKILL.md (or your agent's skills folder).This is the router. It names which respol- skill to use at the current stage* of a manuscript aimed at Research Policy (RP) — Elsevier's flagship journal of innovation studies and science, technology & innovation (STI) policy. RP's center of gravity is the economics, management, and sociology of innovation: R&D and technological change, national/regional/sectoral innovation systems, science and technology policy, entrepreneurship and technology management, university-industry links, and intellectual property. It is deeply interdisciplinary and carries the SPRU/Freeman-Nelson-Pavitt heritage; a paper earns space by advancing innovation-studies understanding, usually with a policy or managerial implication.
Default assumption: unless the user says otherwise, treat the target as RP. Operational tells that you are at RP and not a sibling: the contribution is to innovation theory or evidence, not to a generic strategy or economics conversation; methods are pluralist (econometrics, bibliometrics/patent analysis, surveys, case studies, mixed methods) and no single technique is privileged; review is double-blind; the desk-screen rejects papers whose literature is "almost entirely economics or management journals" as out of scope (检索于 2026-06;以官网为准). Article types include full articles (~8,000–10,000 words incl. notes/refs/tables) and shorter Research Notes (~3,000–5,000 words) — verify on the guide for authors.
| Current symptom | Next skill |
|---|---|
| Scope/audience/outlet fit uncertain; risk of "out of scope" desk reject | respol-topic-selection |
| The innovation-studies conceptual contribution is thin or borrowed | respol-theory-development |
| Contribution vs. the innovation-studies frontier is fuzzy or mis-cited | respol-literature-positioning |
| Identification / measurement / design (patent, survey, case, mixed) is shaky | respol-methods |
| Estimation, bibliometric construction, coding, or robustness needs work | respol-data-analysis |
| The one-sentence "so what for innovation studies + policy" does not land | respol-contribution-framing |
| Exhibits are dense or do not carry the mechanism | respol-tables-figures |
| Prose buries the idea; intro/abstract miss the RP voice | respol-writing-style |
| Ready to submit; need a preflight + data/code statement | respol-submission |
| Want referee timeline / desk-reject odds / Research Note option | respol-review-process |
| Received an R&R; need a response-letter strategy | respol-rebuttal |
respol-topic-selection — lock an innovation-studies question RP ownsrespol-theory-development — build the mechanism / conceptual framerespol-literature-positioning — stake the gap against the RP/SPRU canonrespol-methods — design and measurement appropriate to the claimrespol-data-analysis — estimation / bibliometric build / coding + robustnessrespol-contribution-framing — sharpen the "so what + policy/managerial" claimrespol-tables-figures — exhibits that carry the mechanismrespol-writing-style — make the idea land (intro/abstract last)respol-submission — Editorial Manager preflight + data/code statementrespol-review-process — calibrate expectations; consider Research Noterespol-rebuttal — after the R&R
respol-writing-styleis a late polish; do not rewrite the intro before theory, design, and evidence settle.
RP spans several research traditions, and the binding constraint differs by tradition. Read the archetype, then enter the chain at the right link.
| Archetype | Likely first bottleneck | Enter at |
|---|---|---|
| Patent / bibliometric quantitative | construct validity of the indicator + endogeneity | respol-methods → respol-data-analysis |
| Policy-evaluation / causal (R&D subsidy, mission programs) | identification (DID/IV/RDD) + policy-invariance of mechanism | respol-methods |
| Survey on innovation behavior (firm/CIS-style) | measurement, common-method bias, generalizability | respol-methods → respol-data-analysis |
| Qualitative / case study of an innovation system | theoretical generalization + boundary conditions | respol-theory-development |
| Mixed-methods (cases + patents/survey) | integration logic, not two papers stapled together | respol-theory-development → respol-methods |
| Conceptual / typology of innovation systems | novelty vs. the SPRU canon; falsifiability | respol-literature-positioning |
A user says: "My patent-based paper on regional knowledge spillovers estimates fine, but a referee says the citation measure is endogenous and that the paper reads like an economics-of-geography paper, not innovation studies." That is two distinct RP pushbacks — an indicator/identification problem owned by respol-methods and respol-data-analysis, and a positioning/scope problem owned by respol-literature-positioning. Route to methods first to defend the patent-citation measure (e.g., self-citation correction, examiner vs. applicant citations), then to positioning to re-anchor the contribution in the innovation-systems literature so it reads as RP, not JEG.
respol-topic-selection and submitting a paper whose lit base is "all econ/management" — the classic out-of-scope desk rejectif decision_letter_arrived: -> respol-rebuttal
elif ready_to_submit: -> respol-submission
elif exhibits_unclear: -> respol-tables-figures
elif claim_or_so_what_fuzzy: -> respol-contribution-framing
elif estimation_or_indicator: -> respol-data-analysis
elif design_or_measurement_shaky: -> respol-methods
elif theory_thin: -> respol-theory-development
elif positioning_or_scope_fuzzy: -> respol-literature-positioning / respol-topic-selection
else: -> respol-topic-selection© 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
Just SKILL.md in Research-Policy-Skills/skills/respol-workflow of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Respol Workflow 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 |
|---|---|---|---|---|---|---|
| Respol Workflow this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Hypothesis Generationspacering-net/codeg | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | |
| GitHub Deep Researchbytedance/deer-flow | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Nature Paper CardYuan1z0825/nature-skills | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | |
| Content Research Writerweapp-tailwindcss/weapp-tailwindcss | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT |
spacering-net/codeg
Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg.
bytedance/deer-flow
Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams.
Yuan1z0825/nature-skills
Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source.
weapp-tailwindcss/weapp-tailwindcss
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section.
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
mvanhorn/last30days-skill
Research what people actually say about any topic in the last 30 days.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Categories
A skill your agent uses when deciding which respol- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Research Policy (RP) submission. Respol Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which respol- sub-skill to invoke next, or when sequencing manuscript work from topic through rebuttal for a Research Policy (RP) submission.
Respol Workflow fits situations like: deciding which respol- sub-skill to invoke next; sequencing manuscript work from topic through rebuttal for a Research Policy (RP) submission.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill respol-workflow -a claude-code`. Or copy the skill folder (Research-Policy-Skills/skills/respol-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/respol-workflow in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill respol-workflow -a codex`. Or copy the skill folder (Research-Policy-Skills/skills/respol-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/respol-workflow in your project. Codex loads it when a task matches its description.
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 respol-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/respol-workflow, .gemini/skills/respol-workflow, .github/skills/respol-workflow and .opencode/skills/respol-workflow in your project.
SKILL.md names no scripts, command-line tools or credentials: Respol Workflow is instructions for the agent only.
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.
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.
Respol Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Respol Workflow: Hypothesis Generation (spacering-net/codeg, 3.9k stars), GitHub Deep Research (bytedance/deer-flow, 84k stars), Nature Paper Card (Yuan1z0825/nature-skills, 47k stars) and Content Research Writer (weapp-tailwindcss/weapp-tailwindcss, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.