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Asq Workflow

Community
franklee16
asq-workflow

Use when deciding which asq-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Administrative Science Quarterly (ASQ) manuscript. Routes — it does not replace — the specialized skills.

Overview

Publisherfranklee16
Repositoryacademic-research-skills
Skill nameasq-workflow
Stars
225
Forks
34
Bundled files
Instructions only
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by franklee16 on GitHub. Read the source before you install it.

Installation

Install the Asq Workflow AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Administrative-Science-Quarterly-Skills/skills/asq-workflow
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/franklee16/academic-research-skills.git /tmp/academic-research-skills
mkdir -p .claude/skills
cp -r /tmp/academic-research-skills/Awesome-Journal-Skills-main/Administrative-Science-Quarterly-Skills/skills/asq-workflow .claude/skills/asq-workflow
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Asq Workflow in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Asq Workflow on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Asq Workflow is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Administrative Science Quarterly Workflow (asq-workflow)

Overview

This is the router. It does not replace any specialized skill; it tells you which asq- skill to use at your current stage*.

Default assumption: unless the user says otherwise, treat the target as Administrative Science Quarterly (ASQ) — a top, theory-driven journal in organization theory and the sociology of organizations, founded in 1956 by James D. Thompson (first editor 1956–1973; author of Organizations in Action) and published by SAGE in association with the Samuel Curtis Johnson Graduate School of Management at Cornell University. Its motto: "Dedicated to advancing the understanding of administration through empirical investigation and theoretical analysis." ASQ's hallmark is a deep, often surprising theoretical insight about organizations, delivered with superb craft. It publishes both rigorous quantitative work and rich qualitative/inductive studies (grounded-theory, ethnographic, historical) — method follows the theoretical question. The current Editor is Beth Bechky (UC Davis; term began July 1, 2025, succeeding Christine Beckman and András Tilcsik), an ethnographer of work and occupations — a signal of ASQ's openness to inductive fieldwork. ASQ has no submission fee, is exceptionally selective (reported acceptance ~8%), uses APA references (since January 2025), and is distinctive among management journals for its standing book review section.

When to trigger

  • The user asks "what should I do next?"
  • The user drops a draft and needs the current bottleneck diagnosed
  • Work keeps ping-ponging between theory, methods, and prose with no clear state
  • An ASQ decision letter arrived and the user needs to switch into review/rebuttal mode

Routing table

Current symptomNext skill
Idea is interesting but not yet surprising; unsure it fits ASQasq-topic-selection
Have a phenomenon but no theoretical engine / mechanismasq-theory-development
Lit review reads like a list; not in dialogue with org-theory traditionsasq-literature-positioning
Unsure whether design should be qualitative or quantitative; rigor gapsasq-methods
Have data but coding/analysis is opaque; no data-to-theory linkasq-data-analysis
Can't state the contribution as a "so-what" for organization theoryasq-contribution-framing
Tables/figures are dense or do not show the data structure (qual or quant)asq-tables-figures
Prose is flat, jargon-heavy, or "variance-speak" where process is neededasq-writing-style
Preparing to submit; need a preflight checklistasq-submission
Want to understand ASQ's developmental review before/after submittingasq-review-process
Received an R&R and need to write the responseasq-rebuttal

Default order

  1. asq-topic-selection — lock the puzzle and the surprising organizational insight
  2. asq-theory-development — build the theoretical engine (process or variance) before data work
  3. asq-literature-positioning — situate in organization-theory conversations
  4. asq-methods — choose and justify design (qualitative or quantitative); set the rigor bar
  5. asq-data-analysis — execute analysis and the data-to-theory link
  6. asq-contribution-framing — sharpen the theoretical "so what" once results exist
  7. asq-tables-figures — finalize data tables, data-to-theory tables, models, figures
  8. asq-writing-style — full-manuscript prose and craft polish
  9. asq-submission — pre-submission preflight
  10. asq-review-process — understand the developmental, multi-round process
  11. asq-rebuttal — after the R&R decision

asq-writing-style and asq-tables-figures are late-stage polish — do not run them while the theoretical contribution is still unsettled. At ASQ, craft cannot rescue a thin idea.

Decision heuristics

  • "I have a result but no surprise" → asq-topic-selection
  • "My theory is a box-and-arrow model with no mechanism" → asq-theory-development
  • "My lit review cites everyone but argues with no one" → asq-literature-positioning
  • "I ran hypotheses but learned nothing new about organizations" → asq-theory-development then asq-contribution-framing
  • "My informant quotes are decorative, not evidentiary" → asq-data-analysis
  • "Reviewer says 'this is a method in search of a theory'" → asq-contribution-framing
  • "I'm about to submit tonight" → asq-submission
  • "I got a high-risk R&R with three reviewers" → asq-review-process then asq-rebuttal

Differences vs. other management packs

  • ASQ: theory first; surprise and craft are paramount; qualitative/inductive work is fully first-class (think Barley's 1986 CT-scanner study or Weick's 1993 Mann Gulch paper); process theory is common; the sociology-of-organizations lineage is central. Reviews books as well as articles.
  • AMJ: empirical, hypothesis-testing norm dominates; strong quantitative bar.
  • AMR: theory-only; no data at all.
  • SMJ: strategy-focused; firm performance / competitive advantage outcomes central.

A pure conceptual paper fits an AMR-style stack better. A hypothesis-testing study aimed purely at firm-performance outcomes with no organizational-theory surprise may belong at SMJ — at ASQ a thin contribution dressed in a strong method will not survive screening, however clean the identification.

Anti-patterns

  • Do not skip asq-theory-development and rush to data — at ASQ the contribution is theoretical, not methodological.
  • Do not let asq-tables-figures polish exhibits before the contribution is settled.
  • Do not let asq-rebuttal draft a response letter before the manuscript itself has been revised.
  • Do not assume "more sophisticated method" substitutes for a new organizational insight.

Frequently asked questions

What does the Asq Workflow AI skill do?

Use when deciding which asq-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for an Administrative Science Quarterly (ASQ) manuscript. Routes — it does not replace — the specialized skills.

Why use Asq Workflow on TypingMind?

Because you install it once and use it with any model. Asq Workflow is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Asq Workflow in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Administrative-Science-Quarterly-Skills/skills/asq-workflow. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Asq Workflow?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Asq Workflow?

As many as you like. As long as a model supports skills, you can use Asq Workflow with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Asq Workflow AI skill free?

It is published on GitHub by franklee16. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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