wtfp-deliver-research

wtfp-deliver-research is a skill for Codex from akougkas/wtf-p. It costs 72 tokens per session (531 once invoked), scanned A, original, MIT.

A research-delivery skill for turning finished academic work into LaTeX projects, saved milestones, presentation slides, or academic posters. It also checks the source material and records what is still incomplete.

In plain words
What is it for?
Use it to export a manuscript, archive a named research snapshot, create timed slides, or make a visual research poster.
Why use it?
It helps preserve claims, citations, figures, and other research details when preparing work for publication or presentation.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it to export a manuscript, archive a named research snapshot, create timed slides, or make a visual research poster.

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Install with agentmods
npx agentmods add skills/akougkas/wtf-p/wtfp-deliver-research
Install

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.

Any agent
npx skills add akougkas/wtf-p --skill wtfp-deliver-research
Clone the repo
git clone --depth 1 https://github.com/akougkas/wtf-p

Made for: Codex.

Wrote 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.

agentmods badge for wtfp-deliver-research

README.md
[![agentmods](https://agentmods.dev/badge/skills/akougkas/wtf-p/wtfp-deliver-research/github.svg)](https://agentmods.dev/skills/akougkas/wtf-p/wtfp-deliver-research)
Your own site
<a href="https://agentmods.dev/skills/akougkas/wtf-p/wtfp-deliver-research"><img src="https://agentmods.dev/badge/skills/akougkas/wtf-p/wtfp-deliver-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.

agentmods 80×15 button for wtfp-deliver-research

Your own site · 80×15
<a href="https://agentmods.dev/skills/akougkas/wtf-p/wtfp-deliver-research"><img src="https://agentmods.dev/badge/skills/akougkas/wtf-p/wtfp-deliver-research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 531 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00072 $0.00531
Opus 5 $0.00036 $0.00266
Sonnet 5 $0.00014 $0.00106
Haiku 4.5 $0.00007 $0.00053

Measured 12d ago against content hash 65953743b2e8, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

wtfp-deliver-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.

protocol/skills/wtfp-deliver-research/SKILL.md · 40 lines

How it starts

The opening of the file, as written. The whole thing — 40 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Deliver WTF-P Research

Create reviewable delivery artifacts without overstating manuscript readiness.

Select the action

  • Use export-latex to convert ordered manuscript sections and bibliography data into a typesetting project.
  • Use submit-milestone to archive an immutable named research snapshot.
  • Use create-slides to turn the argument into a timed presentation.
  • Use create-poster to turn the argument into a visual, non-linear research summary.

Read references/actions.md for the selected action before generating or archiving output.

Apply the delivery contract

  1. Resolve project://manifest, project://structure/outline, section records, manuscript artifacts, verified source/evidence records, validations, figures, tables, and known gaps.
  2. Ask for missing delivery constraints such as template, format, duration, dimensions, audience, authorship, and milestone label.
  3. Preserve claims, citations, equations, labels, captions, accessibility text, and asset provenance during transformation.
  4. Generate into explicit project-owned output paths. Never overwrite source manuscript files as part of a format conversion.
  5. Validate every generated artifact with the strongest available local checker and distinguish generation success from compilation or rendering success.
  6. Preview incomplete-section warnings, archive contents, record transitions, and every externally visible effect before applying them. Delivery actions do not execute version-control operations.
  7. Keep a manifest of outputs and unresolved manual steps.
  8. Report exact artifact paths, validation results, known limitations, and the next review or submission step.

Preserve delivery integrity

  • Do not derive complete bibliography records from prose summaries; use verified bibliography data or flag missing records.
  • Do not claim a PDF, slide deck, poster, tag, or archive exists until its output is verified.
  • Make milestone labels path-safe and unique. Refuse traversal and accidental overwrite.
  • Archive before resetting active planning state, then verify the archive independently.
  • Keep delivery generation deterministic where inputs and template versions are fixed.
  • Treat publishing, uploading, remote pushes, commits, and tags as separate explicit effects requiring their own declared action and approval.

Read the full file on GitHub · 40 lines

Files

What ships with it

2 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.

Changes

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.

  1. 12d ago First seen · 40 lines · 72 tokens per session scan A 65953743b2e8

Subscribe to this mod's changes

wtfp-deliver-research is a skill published in the GitHub repository akougkas/wtf-p (19 stars, last pushed 13d ago), licensed MIT. It adds 72 tokens to every session and 531 once invoked, about $0.0004 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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