Emergence Agentic Academic Writing Skill Implementing the Paper Ochestra Paradigm
v0.1.0High-rigor, multi-agent scholarly writing framework based on the PaperOrchestra methodology.
⭐ 0· 0·0 current·0 all-time
MIT-0
Download zip
LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
medium confidencePurpose & Capability
Name, README, and SKILL.md describe a multi-agent academic writing framework and the included scaffold script and file manifests align with that purpose. One mismatch: manifest.json and skill_manifest.json declare external API/discovery URLs (https://api.emergence.science/...) that are not explicitly described in SKILL.md usage details; these endpoints are plausible for a content/discovery feature but their presence is not fully explained and the skill metadata lacks a homepage/source verification.
Instruction Scope
SKILL.md instructs the agent to run an interactive interview, write/update local files (idea.md, metadata.json, sections/, content.md), and to verify citations via DOIs/arXiv/Semantic Scholar. The instructions do not tell the agent to read unrelated system files, request secrets, or exfiltrate data. They do imply network lookups for citation verification, which is reasonable for the stated purpose.
Install Mechanism
No install spec is present (instruction-only), which is low-risk. A small scaffold shell script is included; it only creates folders and writes boilerplate files. No downloads, package installs, or archive extraction are present.
Credentials
The skill does not request environment variables, credentials, or config paths — appropriate for a local scaffolding/writing tool. However, the manifest points to external API/discovery endpoints (api.emergence.science) which could receive user-supplied data if the agent calls them; the SKILL.md does not document what data is sent to those endpoints or whether they require auth.
Persistence & Privilege
always:false and default model invocation are appropriate. The scaffold script writes project files within a user-named folder only; there are no indications that the skill attempts to modify other skills, agent configuration, or system-wide settings.
Assessment
This skill appears coherent for its stated purpose: it scaffolds a research project and defines multi-agent roles. Before installing or running it, consider the following: (1) the skill metadata references external endpoints (api.emergence.science) — verify that domain and the upstream repository (github link in skill_manifest.json) to ensure the provider is trustworthy; (2) the scaffold script will write files containing whatever you input — avoid including secrets or sensitive data in interview prompts; (3) if you want to prevent any network calls (e.g., automatic DOI lookups), run the agent in an offline or sandboxed environment or review/disable any network-capable agent components; (4) if unsure about the origin, inspect the repository (or the skill package source) and run the scaffold script in an isolated directory or VM. These steps will reduce risk while preserving the intended functionality.Like a lobster shell, security has layers — review code before you run it.
academicvk9791b5ere25brjb60j61z0ea184ph4aagenticvk9791b5ere25brjb60j61z0ea184ph4alatestvk9791b5ere25brjb60j61z0ea184ph4aorchestravk9791b5ere25brjb60j61z0ea184ph4apapervk9791b5ere25brjb60j61z0ea184ph4apaper-orchestravk979j7h0k1asqcvgd1mr6xn5k184p315writingvk9791b5ere25brjb60j61z0ea184ph4awriting-assistantvk979j7h0k1asqcvgd1mr6xn5k184p315
License
MIT-0
Free to use, modify, and redistribute. No attribution required.