Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/Aperivue/medsci-skillsnpx agentmods add skills/aperivue/medsci-skills/manage-projectWrote 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/aperivue/medsci-skills/manage-project)<a href="https://agentmods.dev/skills/aperivue/medsci-skills/manage-project"><img src="https://agentmods.dev/badge/skills/aperivue/medsci-skills/manage-project/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/aperivue/medsci-skills/manage-project"><img src="https://agentmods.dev/badge/skills/aperivue/medsci-skills/manage-project.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 289 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00046 | $0.02536 |
| Opus 5 | $0.00023 | $0.01268 |
| Sonnet 5 | $0.00009 | $0.00507 |
| Haiku 4.5 | $0.00005 | $0.00254 |
Grade A, and why
manage-project 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 11d 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.
How it starts
The opening of the file, as written. The whole thing — 291 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Manage-Project Skill -- Research Project Management
Purpose
Scaffold new research projects, track manuscript writing progress, maintain lightweight project memory, generate pre-submission checklists, and create backwards submission timelines. Integrates with all other writing skills and the project-manager agent.
Commands
/manage-project init {name} --type {type} --journal {journal} [--ssot] [--zotero-collection NAME]
Create a complete project scaffold for a new research paper.
Parameters:
{name}-- Project identifier (e.g.,nnunet-skull-fracture,rfa-meta-analysis)--type-- Paper type:original | meta | case | animal | technical | ai_validation | letter--journal-- Target journal:RYAI | AJR | Radiology | European_Radiology | KJR | INSI | AJNR | generic--ssot-- EmitSSOT.yaml(schema v1) fromtemplates/SSOT.yaml.templateinstead of legacyproject.yaml. Required for Phase 1C auto-enforce (the PostToolUse verify-refs hook blocks instead of warns). New projects should pass--ssot; legacy in-flight projects stay onproject.yamluntil/manage-project migrate-ssotis run.--zotero-collection NAME-- Optional. Create a Zotero collection via pyzotero and populatelibrary_id+collection_keyin the contract. RequiresZOTERO_API_KEY+ZOTERO_LIBRARY_ID(optionallyZOTERO_LIBRARY_TYPE, defaultuser). Graceful degrade: with pyzotero missing or credentials absent, the contract is scaffolded withlibrary_id: null/collection_key: nulland a WARN is printed.
SSOT template substitutions: {{PROJECT_ID}} → {name}; {{PROJECT_TYPE}} → the SSOT
project_type enum mapped from --type (original → original_research, meta → meta_analysis,
case → case_report, ai_validation → ai_validation, else other). Without
--zotero-collection, library_id / collection_key stay null until the owner links an
existing collection.
Implementation: backed by scripts/init_project.py. Invoke it directly when running outside
the skill harness (from the medsci-skills repo root):
What ships with it
8 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.
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.
- 11d ago First seen · 291 lines · 46 tokens per session scan A 0517ccd1c5ec
manage-project is a skill published in the GitHub repository Aperivue/medsci-skills (292 stars, last pushed 3d ago), licensed MIT. It adds 46 tokens to every session and 2,536 once invoked, about $0.0002 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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