Story Multi-Perspective Review
zenstory-ai/oh-story-claudecode
Reviews Chinese web-novel text with several reviewer agents in parallel, falling back to a single-agent pass, and reports structure, character, prose and setting problems with fixes.
Agent skill
Amann Organizing Framework
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is…
Install Amann Organizing Framework
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amann-organizing-framework -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills amann-organizing-framework --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/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework .claude/skills/amann-organizing-framework && 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 "amann-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework into .claude/skills/amann-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amann-organizing-framework", 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/Academy-of-Management-Annals-Skills/skills/amann-organizing-frameworkType 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 amann-organizing-framework -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills amann-organizing-framework --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/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework .agents/skills/amann-organizing-framework && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "amann-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework into .agents/skills/amann-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amann-organizing-framework", 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 amann-organizing-framework -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills amann-organizing-framework --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/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework .cursor/skills/amann-organizing-framework && 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 "amann-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework into .cursor/skills/amann-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amann-organizing-framework", 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 Academy-of-Management-Annals-Skills/skills/amann-organizing-framework--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 amann-organizing-framework -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills amann-organizing-framework --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/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework .gemini/skills/amann-organizing-framework && 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 "amann-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework into .gemini/skills/amann-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amann-organizing-framework", 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 amann-organizing-frameworkInstalls 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 amann-organizing-framework -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/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework .github/skills/amann-organizing-framework && 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 "amann-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework into .github/skills/amann-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amann-organizing-framework", 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 amann-organizing-framework -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 amann-organizing-framework --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/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework .opencode/skills/amann-organizing-framework && 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 "amann-organizing-framework" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Academy-of-Management-Annals-Skills/skills/amann-organizing-framework into .opencode/skills/amann-organizing-framework/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "amann-organizing-framework", 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.
Facts
- Skill name
amann-organizing-framework- GitHub stars
- 1.2k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 642 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is…
- Not a catalog of papers
- SKILL.md covers When to trigger, Why the framework is the whole…, The test of a framework that… and Checklist, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Creative writing and fiction
What it does
Amann Organizing Framework is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is the acceptance bar, not a catalog of papers. Designs the spine; it does not gather the literature (amann-literature-synthesis) or appraise evidence balance (amann-evidence-standards).
Its SKILL.md is about 1.4k 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 Writing & Content, covering Creative writing and fiction. 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
- Not a catalog of papers
- Tasks that involve Creative writing and fiction
Example prompts
- “new way of seeing the field”
- “/amann-organizing-framework”
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
Amann Organizing Framework loads about 1.4k tokens when it runs. Until then it costs about 97 tokens; SKILL.md has 642 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.
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). 642 words, ~1,390 tokens.
Download SKILL.mdSave it as
.claude/skills/amann-organizing-framework/SKILL.md (or your agent's skills folder).- name
- amann-organizing-framework
- description
- Use when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is the acceptance bar, not a catalog of papers. Designs the spine; it does not gather the literature (amann-literature-synthesis) or appraise evidence balance (amann-evidence-standards).
Organizing Framework — the Acceptance Bar (amann-organizing-framework)
When to trigger
- The coding matrix is built but the draft would read like a list of papers
- Sections are named after sub-topics ("Antecedents", "Outcomes") rather than ideas
- You cannot state in one sentence the new way of seeing the field the review delivers
- A reader could not predict why streams are grouped as they are, or what the review argues
Why the framework is the whole game at Annals
Annals is "reviews with an attitude": it does not reward accurate summary, it rewards theory advancement through synthesis. The acceptance bar is whether the review imposes an organizing logic the field did not have — a typology, a process model, an integrating construct, a reconciliation of rival camps — that makes scattered work legible and generates a research agenda. The framework is the contribution; the citations are the evidence. This is what separates Annals from a descriptive review and from its sibling AMR, where new theory stands alone rather than emerging from a literature. Choose the spine deliberately:
| Spine type | Organizes the field by | Best when |
|---|---|---|
| Typology / taxonomy | mutually-exclusive categories of mechanism, form, or approach | the field is fragmented into incommensurable camps |
| Process / stage model | a temporal or causal sequence (how a phenomenon unfolds) | the literature studies pieces of one process in isolation |
| Integrating construct | a higher-order concept that subsumes scattered variables | many parallel constructs are really facets of one thing |
| Dialectic / reconciliation | thesis–antithesis–synthesis across rival positions | a live debate has hardened into camps that talk past each other |
| Multi-level architecture | individual ↔ team ↔ organization ↔ field linkages | the literature is siloed by level of analysis |
Pick one primary spine; a second axis can be a within-section ordering, but a review with two competing spines reads as two reviews.
The test of a framework that clears the bar
- Generative: it predicts where the gaps are — empty cells become the future-research agenda Annals demands, not omissions.
- Reconciling: apparent contradictions become explained (studies disagree because they sit in different cells, different levels, or theorize different constructs).
- Integrative: it makes previously siloed streams speak to each other, not just sit side by side.
- Portable: a reader can restate the spine after one read and slot a new paper they encounter into it.
- Has attitude: it takes a position — names what the field got wrong, what it over-studied, what it ignored — rather than neutrally cataloging.
Stress-test by placing 5 hard cases (papers that resist categorization). If three have no home, the spine is wrong — redesign before drafting.
The framework is also what lets the review be selective without being incomplete: once each cell is defined, confirmatory work is cited in clusters within its cell while the prose discusses only the cell-defining studies. A review without a spine must either summarize everything (bloat) or omit silently (gaps). Design the spine before deciding what to foreground.
Show full SKILL.md (170 more words)Show less
Checklist
- One primary spine chosen (typology / process / integrating-construct / dialectic / multi-level)
- The review's one-sentence new way of seeing the field is written
- Every category traces to coded matrix rows (no empty rhetorical buckets)
- The framework reconciles at least one live contradiction or debate in the field
- Empty cells are surfaced as the future-research agenda (generativity)
- The framework takes a position (the Annals "attitude"), not a neutral tour
- 5 hard-case papers each have a natural home
- Section headings name ideas/mechanisms, not "antecedents / outcomes / moderators"
- A non-specialist could restate the spine and slot a new paper into it
Anti-patterns
- The annotated bibliography: stream-by-stream summaries with no integrating idea (the cardinal Annals reject)
- The "antecedents–outcomes–moderators" skeleton dressed up as a framework (it organizes nothing)
- A typology whose categories overlap so every paper is cited in three cells
- Two competing spines fighting for control of the same review
- A framework so bespoke only the author can apply it (not portable)
- A descriptive map with no agenda and no position — coverage without the "attitude"
Output format
【Spine type】typology / process / integrating-construct / dialectic / multi-level
【New way of seeing the field】"<one sentence the review argues>"
【Categories】<the cells / stages / levels, each MECE>
【Reconciliation】<which contradiction or debate the framework explains>
【Future-research agenda】<empty cells surfaced as the agenda>
【Attitude】<the position the framework takes — what the field got wrong/missed>
【Hard-case test】5 awkward papers each placed? Y/N
【Next skill】→ amann-evidence-standards (fill cells with appraised, balanced evidence)© 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 Academy-of-Management-Annals-Skills/skills/amann-organizing-framework of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Amann Organizing Framework 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 |
|---|---|---|---|---|---|---|
| Amann Organizing Framework this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode | 7.4k | 2 repos | ~1.2k | Automated safety check: Pass | MIT | |
| InkOS Creative HarnessNarcooo/inkos | 10k | 1 repos | ~1.1k | Automated safety check: Pass | AGPL-3.0 | |
| Novel Arteternityspring/shuohao-skills | 4.3k | — | ~1.1k | Automated safety check: Notes | Apache-2.0 | |
| SepiaNanako0129/sepia | 3k | — | ~3.6k | Automated safety check: Pass | MIT |
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Categories
Questions about Amann Organizing Framework
What does Amann Organizing Framework do?
A skill your agent uses when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is…. Amann Organizing Framework is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when building the novel integrative framework that an Academy of Management Annals (Annals) review must deliver — the theory-advancing "new way of seeing the field" that is the acceptance bar, not a catalog of papers.
When should I use Amann Organizing Framework?
Amann Organizing Framework fits situations like: not a catalog of papers; tasks that involve Creative writing and fiction.
How do I install Amann Organizing Framework in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amann-organizing-framework -a claude-code`. Or copy the skill folder (Academy-of-Management-Annals-Skills/skills/amann-organizing-framework in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/amann-organizing-framework in your project. Claude Code loads it when a task matches its description.
How do I install Amann Organizing Framework in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill amann-organizing-framework -a codex`. Or copy the skill folder (Academy-of-Management-Annals-Skills/skills/amann-organizing-framework in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/amann-organizing-framework in your project. Codex loads it when a task matches its description.
Can I use Amann Organizing Framework 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 amann-organizing-framework -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/amann-organizing-framework, .gemini/skills/amann-organizing-framework, .github/skills/amann-organizing-framework and .opencode/skills/amann-organizing-framework in your project.
What does Amann Organizing Framework need to run?
SKILL.md names no scripts, command-line tools or credentials: Amann Organizing Framework is instructions for the agent only.
Does Amann Organizing Framework 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 Amann Organizing Framework 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 Amann Organizing Framework use?
Amann Organizing Framework 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 Amann Organizing Framework use?
About 1.4k tokens (SKILL.md is roughly 5.6k 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 Amann Organizing Framework?
Skills that share tags, products or a category with Amann Organizing Framework: Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars), Short Web Fiction Trend Scan (zenstory-ai/oh-story-claudecode, 7.4k stars), InkOS Creative Harness (Narcooo/inkos, 10k stars) and Novel Art (eternityspring/shuohao-skills, 4.3k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Amann Organizing Framework?
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.