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amann-topic-selection

Use when judging whether a management/organization literature is an Academy of Management Annals (Annals)-scale review topic — mature, important, fragmented, and integrable into a new framework — rather than a narrow review.

Install / Use

npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amann-topic-selection

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

88/100

Supported Platforms

Universal

Our assessment of amann-topic-selection

amann-topic-selection scores 88/100 on our quality scale, 1617th of 4,615 Development & Engineering skills we index (top 36%).

Its SKILL.md is 5.9 KB long, well organised into 8 sections with 1 code example: a thorough specification that gives an agent plenty to work with.

With 1,158 GitHub stars, it is one of the more widely adopted skills in the catalogue.

Substance
29/30
Structure
17/20
Description
15/15
Adoption
13/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 19 days ago, so amann-topic-selection is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

amann-topic-selection compared with similar skills

All 4 of these similar skills score higher than amann-topic-selection; compare them before choosing.

SkillScoreStarsUpdatedFormat
amann-topic-selection (this skill)by brycewang-stanford881.2k19d agoSKILL.md
ai-job-searchby MadsLorentzen10044.9k1d agoCLAUDE.md
claude-howtoby luongnv8910041.7k3d agoCLAUDE.md
algorithmic-artby anthropics100177.9k11d agoSKILL.md
pptxby anthropics100177.9k11d agoSKILL.md

Frequently asked questions

How do I install amann-topic-selection?
Run npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amann-topic-selection. The install tabs above show the steps for each supported agent.
Which AI agents does amann-topic-selection work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is amann-topic-selection safe to use?
It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is amann-topic-selection still maintained?
The repository was last updated 19 days ago, so amann-topic-selection is actively maintained.

name: amann-topic-selection description: Use when judging whether a management/organization literature is an Academy of Management Annals (Annals)-scale review topic — mature, important, fragmented, and integrable into a new framework — rather than a narrow review. Decides fit and frames the review's animating problem; it does not gather the literature (amann-literature-synthesis) or write the proposal (amann-proposal-framing).

Topic Selection for an Annals Review (amann-topic-selection)

When to trigger

  • You have a candidate literature and need to know whether it is "Annals-shaped"
  • A topic feels either too narrow (a single-construct review) or too sprawling (a whole discipline)
  • You are deciding between Annals and a sibling outlet — AMR, AMJ, Journal of Management, Journal of Management Studies, or an Annual Review
  • The domain is young/fast-moving and you suspect it is not yet mature enough to review for Annals

The five Annals-fit tests

A literature belongs in Annals when it passes all five. Fail one and route accordingly.

  1. Maturity. There is a body of research — multiple research streams, accumulated findings, recognizable debates — not a handful of recent studies. A domain still being born produces a premature review that dates within a year. (Fails → too young; wait, or place a focused piece elsewhere.)
  2. Importance / breadth of interest. The questions matter to management and organization scholars broadly, and to allied audiences (organizational psychology, sociology of organizations), not only to a dozen specialists. Annals reaches across the field. (Fails → too niche; a field journal's review section fits better.)
  3. Fragmentation / need for integration. The literature is scattered, siloed, contradictory, or conceptually muddled — rival constructs, parallel streams that never speak to each other, conflicting evidence. The review's value is the integration, not the inventory. (Fails → already well-synthesized; nothing to add.)
  4. Integrability. You can see a plausible new organizing logic that would make the fragments cohere — a framework, a typology, a process model, a reconciliation. If you cannot imagine the spine, you have a topic, not an Annals review. (Fails → keep reading, or it is not yet an Annals piece.)
  5. Tractable scope. One author/team can read and weigh the whole relevant literature in a single ~50-page review (检索于 2026-06;以官网为准). Annals reviews are long but bounded. (Fails → carve a coherent sub-domain.)

Decision table

| Situation | Verdict | Action | |-----------|---------|--------| | Mature, broadly important, fragmented, integrable, tractable | Annals-shaped | → amann-proposal-framing | | Important but immature | Not yet | revisit in 2–3 years; place a focused piece elsewhere | | Mature but narrow / specialist | Wrong venue | field-journal review section, or Journal of Management | | Mature, important, but enormous (whole discipline) | Rescope | pick a coherent axis; → amann-organizing-framework to test the cut | | You have new theory, not a review | Wrong venue | Academy of Management Review (AMR) | | You have new data / hypothesis tests | Wrong venue | Academy of Management Journal (AMJ) |

Framing the animating problem

An Annals review is organized by a problem with the field, not a topic label. Before proposing, write one sentence of each:

  • The state-of-knowledge problem: "This literature has accumulated a lot, but it is fragmented/contradictory/conceptually confused in this specific way."
  • The integrative payoff: the new way of seeing the field your review will deliver (the seed of the framework).
  • The agenda: what becomes researchable after the review that was not before — Annals expects a forward-looking agenda, not a closing summary.
  • The "attitude": where you will take a critical, potentially provocative position grounded in the evidence (the Annals house signature), not neutral description.

Checklist

  • [ ] The literature passes all five fit tests (maturity, importance, fragmentation, integrability, tractable scope)
  • [ ] The animating problem with the field is written in one sentence (not a topic label)
  • [ ] You can sketch a plausible new organizing logic — the integrability test is met
  • [ ] The "why now" is concrete (a wave of new work, a method shift, a fractured debate), not "no review exists"
  • [ ] The intended audience is broad (management + allied fields), and the agenda payoff is stated
  • [ ] You can name the 3–6 research streams the review must cover (a coverage skeleton)
  • [ ] Checked it is not an AMR (new theory) or AMJ (new data) piece, nor a narrow field-review
  • [ ] You are not the dominant contributor to this literature — the review will not be a self-retrospective

Anti-patterns

  • "No comprehensive review of X exists" as the sole justification — absence is not importance or integrability
  • Reviewing your own research program under a neutral-sounding title (self-promotion; review referees punish this)
  • Picking a domain so new the review freezes a moving target
  • A scope so broad it becomes an inventory; a scope so narrow it is a field-journal review
  • Mistaking a topic (a label) for an animating problem (what is wrong with how the field is organized)
  • Proposing a descriptive map with no "attitude" — Annals wants critique and an agenda, not a tour

Output format

【Literature】<the body of research>
【Five tests】maturity / importance / fragmentation / integrability / tractable-scope — pass or fail each
【Animating problem】"This field is fragmented/contradictory in ___ way"
【Integrative payoff】<the new way of seeing the field — seed of the framework>
【Why now】<new work / method shift / fractured debate>
【Agenda】<what becomes researchable after the review>
【Coverage skeleton】<3–6 research streams the review must cover>
【Verdict】Annals-shaped / rescope / wrong-venue (→ AMR / AMJ / field-review)
【Next skill】→ amann-proposal-framing (write the ≤5-page proposal)

Related Skills

View on GitHub
GitHub Stars1.2k
CategoryDevelopment
Updated19d ago
Forks153

Languages

Stata

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions