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 muhammad1438/academic-writer-skills --skill data-management-plangit clone --depth 1 https://github.com/muhammad1438/academic-writer-skillsWrote 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/muhammad1438/academic-writer-skills/data-management-plan)<a href="https://agentmods.dev/skills/muhammad1438/academic-writer-skills/data-management-plan"><img src="https://agentmods.dev/badge/skills/muhammad1438/academic-writer-skills/data-management-plan/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/muhammad1438/academic-writer-skills/data-management-plan"><img src="https://agentmods.dev/badge/skills/muhammad1438/academic-writer-skills/data-management-plan.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 | $0.00000 | $0.03722 |
| Opus 5 | $0.00000 | $0.01861 |
| Sonnet 5 | $0.00000 | $0.00744 |
| Haiku 4.5 | $0.00000 | $0.00372 |
Grade A, and why
data-management-plan 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 — 343 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Data Management Plan
A Data Management Plan (DMP) is a formal document describing how research data will be collected, organised, stored, shared, and preserved during and after a project. DMPs are now mandatory for most major research funders.
Funder Requirements Comparison
| Funder | Policy Name | DMP Required | Page Limit | Key Requirements |
|---|---|---|---|---|
| NIH (US) | NIH DMS Policy (Jan 2023) | Yes — all research producing scientific data | No page limit specified (typically 2–3 pages) | Sharing plan for all data; timeline; metadata; access controls |
| NSF (US) | NSF Data Management Plan | Yes — all proposals | 2 pages maximum | Per-directorate requirements vary; sharing strategy; formats; access |
| UKRI | UKRI Open Access Policy + Concordat | Yes — project proposals | Varies; typically 2–3 pages | Active DMP; FAIR principles; repository deposit within 3 months |
| EPSRC (UK) | EPSRC Research Data Policy | Yes | No specific limit | 10-year retention; "as open as possible, as closed as necessary" |
| EU Horizon Europe | Horizon Europe DMP Guidelines | Yes — living DMP | No limit (living document) | FAIR principles mandatory; DMP submitted at M6, updated M18 and M36 |
| Wellcome Trust | Wellcome Data, Software, Materials Policy | Yes | Not specified | Rapid data sharing; CC0/CC BY licence preferred |
| ERC | ERC Open Research Data | Yes (for most) | Not specified | FAIR principles; linked to Open Research Europe |
NIH DMS Policy (Effective January 25, 2023)
Applies to: All NIH-funded research that generates scientific data (including competitive renewals for grants submitted after Jan 25, 2023).
Required elements:
- Types of data produced (scientific data, metadata, code)
- Standards and formats used
- Data preservation, access, and sharing timelines
- Access, distribution, and reuse considerations
- Oversight of DMP implementation
Sharing timeline: Data shared no later than the time of publication of results or end of the period of performance, whichever comes first.
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 · 343 lines · 0 tokens per session scan A acf8cc42496f
data-management-plan is a skill published in the GitHub repository muhammad1438/academic-writer-skills (6 stars, last pushed 5mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 3,722 tokens. 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 2026-08-31.
Other skills, from other repositories
read
Read PDF page by page with structured output — key arguments, terms glossary, thesis connections. Use when reading academic papers, books, or articles.
release-governance
Use when preparing, auditing, releasing, PDF-hardening, or rebuttal-hardening academic manuscripts, datasets, artifacts, reviewer packets, or claim registers involving multiple refs, local assets, human labels, agent-assisted drafts, wide tables, figure provenance, submission PDFs, or evidence-boundary checks.
export
Convert thesis chapters and reading notes from Markdown to Word (.docx) and package for submission. Use when preparing materials for supervisors or examiners.
human-eval-handoff-repair
Use when validating, repairing, or mapping human-evaluation handoff packages, filled annotation CSVs, rebuttal annotation UIs, or reviewer annotation returns across package versions. Applies to checking row alignment, detecting cross-snapshot contamination, converting old labels to current schemas, generating…
thesis-control
Use when AI-assisted thesis or manuscript edits risk claim drift, scope creep, loss of intended use, experiment-role promotion, or repeated revisions that fail to converge; provides author-intent control, lightweight or strict contracts, drift audits, revision escalation, and human gates.
argument-governance
Build and audit the manuscript or research-project argument system across intended use, gaps, claims, data, results, experiment roles, contributions, innovation evidence, limitations, and contribution focus. Use when a paper, thesis chapter, review article, or research project needs an explicit argument map…