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 agentmods add skills/m98/fluent/fluent-readingnpx skills add m98/fluent --skill fluent-readinggit clone --depth 1 https://github.com/m98/fluentWhat 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 | $0.00082 | $0.01831 |
| Opus 5 | $0.00041 | $0.00915 |
| Sonnet 5 | $0.00016 | $0.00366 |
| Haiku 4.5 | $0.00008 | $0.00183 |
Grade A, and why
fluent-reading scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 282 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Reading Comprehension Session
Overview
Present one text (100-500 words depending on level), ask 4-6 comprehension questions, extract vocabulary. Builds passive-to-active bridge: learners decode target-language writing, then answer questions that force recall.
When to Use
Trigger this skill only when the learner types /fluent-reading. The skill is gated with disable-model-invocation: true — 15-20 min interactive session with DB writes should never start from an ambiguous prompt.
Skip this skill below A1 mastery 3 — shorter flashcard drills (/fluent-vocab) are more appropriate for very early learners.
Instructions
1. Load context
python3 "${CLAUDE_PLUGIN_ROOT:-${CLAUDE_PROJECT_DIR:-.}}/.claude/hooks/read-db.py"
Need: learner-profile (level, target language, interests), mastery-db.skills_mastery.reading.
2. Opening
# 👀 {target_language} Reading Practice
Hallo {name}!
Today we're practicing **reading comprehension**. I'll show you a short {target_language} text, then ask you questions about it.
**Focus:** main ideas, details, vocabulary in context
**Level:** {CEFR}
**Duration:** 15-20 min
**Tips:**
- Read the whole text first
- Don't translate every word — get the gist
- Use context clues for unknown words
- Read the questions before rereading the text
**Ready? Let's read!** 📖
3. Pick text type + length
A2 types (100-200 words): personal email, short news, advertisement, instructions, simple story, blog post, social media post, info leaflet.
B1 (200-350 words): opinion pieces, longer narratives, structured guides.
B2+ (350-500): editorials, technical explanations, interviews.
Match the topic to learner-profile.focus_areas when possible.
4. Present the text
## 📄 Reading Text {N}
**Topic:** {topic}
**Type:** {text_type}
**Length:** ~{word_count} words
---
{target-language text — clean formatting, no inline translation}
---
Take your time. When you're done, type **"ready"**.
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.
- 2d ago First seen · 282 lines · 82 tokens per session scan A 3b46164cb4aa
fluent-reading is a skill published in the GitHub repository m98/fluent (387 stars, last pushed 2mo ago), licensed MIT. It adds 82 tokens to every session and 1,831 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.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
babysit-pr
Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is merged/closed or user help is required. Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and keep…
imagegen
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output…
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…