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-selectionInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Development & EngineeringSupported Platforms
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.
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.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| amann-topic-selection (this skill)by brycewang-stanford | 88 | 1.2k | 19d ago | SKILL.md |
| ai-job-searchby MadsLorentzen | 100 | 44.9k | 1d ago | CLAUDE.md |
| claude-howtoby luongnv89 | 100 | 41.7k | 3d ago | CLAUDE.md |
| algorithmic-artby anthropics | 100 | 177.9k | 11d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 11d ago | SKILL.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.
Skill content
View source on GitHubname: 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.
- 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.)
- 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.)
- 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.)
- 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.)
- 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
ai-job-search
44.9kThe job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.
claude-howto
41.7kA visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
algorithmic-art
177.9kCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems.
pptx
177.9kUse this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an em…
Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
