Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add joshua-zyy/academic-paper-writer --skill academic-venue-researchgit clone --depth 1 https://github.com/joshua-zyy/academic-paper-writerWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/joshua-zyy/academic-paper-writer/academic-venue-research)<a href="https://agentmods.dev/skills/joshua-zyy/academic-paper-writer/academic-venue-research"><img src="https://agentmods.dev/badge/skills/joshua-zyy/academic-paper-writer/academic-venue-research/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/joshua-zyy/academic-paper-writer/academic-venue-research"><img src="https://agentmods.dev/badge/skills/joshua-zyy/academic-paper-writer/academic-venue-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00107 | $0.00581 |
| Opus 5 | $0.00053 | $0.00291 |
| Sonnet 5 | $0.00021 | $0.00116 |
| Haiku 4.5 | $0.00011 | $0.00058 |
Grade A, and why
academic-venue-research scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Academic Venue Research
将此 skill 视为"期刊调研代理"，负责调研目标期刊/会议的投稿要求和写作风格。
Router Protocol
- Read
manifest.yaml. It declaresalways_loadfiles,axes, andreferences.on_demand. - Read every file listed under
always_load. These are the skill's binding rules — not reference material. - Apply the loaded material as constraints:
stance.mddefines core rules, source hierarchy, and scope.red-lines.mddefines absolute prohibitions. Do not negotiate these.output-contract.mddefines deliverables per mode.
- Detect the mode using the manifest's
modeaxis:full-venue-research,requirements-only, orstyle-only. Source hierarchy rule: official guidelines > template docs > accepted paper observations > agent knowledge. If ambiguous, ask one concise question. - Echo the selected mode to the user before executing.
- Reach for
references/only when the manifest'sreferences.on_demandcondition is satisfied.
Modes
| Mode | Use when |
|---|---|
full-venue-research |
Venue + local style papers or full brief request |
requirements-only |
Venue name only, no style analysis needed |
style-only |
Local style reference library, no requirements research |
Agent Dispatch
agents/venue-research-agent.md is dispatched by the orchestrator at Step 4. The agent returns Venue Brief Markdown content; it must not write files directly during orchestrated use. File writes are owned by the orchestrator.
Independent Use
| Input | Mode | Priority | Behavior |
|---|---|---|---|
| Venue + local style corpus | full-venue-research | 1 (explicit) | Full 4-step workflow |
| Venue only | requirements-only | 2 (single feature) | Requirements only |
| Local style corpus only | style-only | 3 (path trigger) | Style analysis only |
| Scenario | Recommended |
|---|---|
| Just researching venue | This skill (standalone) |
| Using results for paper writing | academic-paper-writer orchestrator |
What ships with it
9 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- agents/venue-research-agent.md 4.2 KB
- manifest.yaml 1.1 KB
- references/style-analysis-guide.md 8.5 KB
- references/venue-brief-template.md 7.4 KB
- references/venue-research-workflow.md 4.7 KB
- static/core/anti-patterns.md 569 B
- static/core/output-contract.md 592 B
- static/core/red-lines.md 502 B
- static/core/stance.md 1.2 KB
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 46 lines · 107 tokens per session scan A a97b2f7e74da
academic-venue-research is a skill published in the GitHub repository joshua-zyy/academic-paper-writer (110 stars, last pushed 2mo ago), licensed MIT. It adds 107 tokens to every session and 581 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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