Borrowing it
Nothing to install: this file belongs to X-isdoingreat/canvas-pilot. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/X-isdoingreat/canvas-pilot/main/.agents/skills/canvas-humanizer-surgical/SKILL.mdgit clone --depth 1 https://github.com/X-isdoingreat/canvas-pilotWrote 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/x-isdoingreat/canvas-pilot/canvas-humanizer-surgical)<a href="https://agentmods.dev/skills/x-isdoingreat/canvas-pilot/canvas-humanizer-surgical"><img src="https://agentmods.dev/badge/skills/x-isdoingreat/canvas-pilot/canvas-humanizer-surgical/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/x-isdoingreat/canvas-pilot/canvas-humanizer-surgical"><img src="https://agentmods.dev/badge/skills/x-isdoingreat/canvas-pilot/canvas-humanizer-surgical.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 | $0.00050 | $0.01317 |
| Opus 5 | $0.00025 | $0.00659 |
| Sonnet 5 | $0.00010 | $0.00263 |
| Haiku 4.5 | $0.00005 | $0.00132 |
Grade A, and why
canvas-humanizer-surgical 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.
The source is not reproduced here
Licensed AGPL-3.0
The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.
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 · 158 lines · 50 tokens per session scan A 8185fe7f5351
canvas-humanizer-surgical is a skill published in the GitHub repository X-isdoingreat/canvas-pilot (122 stars, last pushed 1mo ago), licensed AGPL-3.0. It adds 50 tokens to every session and 1,317 once invoked, about $0.0003 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.
Other skills, from other repositories
canvas-grade-check
Works out a student's current standing in a Canvas LMS course, computing remaining unearned points from live grades and assignment data. Use when a student asks "what's my grade", "how am I doing in this course", "what do I need to get an A/pass", or wants to know their standing, remaining points, or what score is…
canvas-study-pack
Gathers and summarises Canvas LMS course material on a specific topic, grounding every point in the actual course files and citing sources. Use when a student asks to study, review, summarise, or "make a study pack/guide" for a topic, wants notes pulled from course content/readings/files, or asks what a course covers…
canvas-week-plan
Plans the coming days of Canvas LMS coursework by pulling upcoming due dates, resolving course names, checking submission status, and building a due-date-ordered table with urgency flags. Use when a student asks "what's due", "what do I have coming up", "plan my week/days", wants a schedule of upcoming assignments, or…
canvas-cli
Manage Canvas LMS (https://www.instructure.com/canvas) from the terminal with the canvas CLI — courses, assignments, submissions and grading, modules, pages, quizzes, discussions, announcements, users, enrollments, sections, files, and analytics. Use this whenever the user wants to list or create assignments, grade…
canvas-admin-roster
Admin skill for walking the Canvas account hierarchy: list accounts and sub-accounts, see courses and users under each, look up which canned reports are available, and enroll or remove users from a specific course — one action at a time. Trigger phrases include "admin roster", "list accounts", "sub accounts", "account…
canvas-accessibility-sweep
Educator and learning-designer skill for a pre-launch accessibility and broken-link sweep of a Canvas course. Walks the structural accessibility audit and the link audit over a course's pages, assignments, syllabus, announcements, and (optionally) quizzes, then produces a prioritised remediation list you can work…