ke

ke is a skill for Claude Code from TserenTserenov/FMT-exocortex-template. It costs 34 tokens per session (1,061 once invoked), scanned A, original, MIT.

A knowledge-capture workflow that records useful discoveries, decisions, rules, and patterns made during work.

In plain words
What is it for?
Use it at the end of a session or whenever you find a reusable rule, distinction, decision, or work pattern. It can add short rules to CLAUDE.md or queue longer notes for later review.
Why use it?
It prevents important knowledge from being lost in chat or forgotten after a task ends. It also directs each capture to the appropriate notes file.

Skill for Claude Code

Written for Claude Code: argument-hint in frontmatter. Also seen: mentions CLAUDE.md.

Good fit Use it at the end of a session or whenever you find a reusable rule, distinction, decision, or work pattern. It can add short rules to CLAUDE.md or queue longer notes for later review.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tserentserenov/fmt-exocortex-template/ke
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 TserenTserenov/FMT-exocortex-template --skill ke
Clone the repo
git clone --depth 1 https://github.com/TserenTserenov/FMT-exocortex-template

Made for: Claude Code.

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 ke

README.md
[![agentmods](https://agentmods.dev/badge/skills/tserentserenov/fmt-exocortex-template/ke/github.svg)](https://agentmods.dev/skills/tserentserenov/fmt-exocortex-template/ke)
Your own site
<a href="https://agentmods.dev/skills/tserentserenov/fmt-exocortex-template/ke"><img src="https://agentmods.dev/badge/skills/tserentserenov/fmt-exocortex-template/ke/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 ke

Your own site · 80×15
<a href="https://agentmods.dev/skills/tserentserenov/fmt-exocortex-template/ke"><img src="https://agentmods.dev/badge/skills/tserentserenov/fmt-exocortex-template/ke.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,061 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. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
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 analysis-evasion · line 1
    Suspicious Unicode normalization or mixed-script content
    Fix: Review the flagged content for security risks. Ensure no credentials, secrets, or sensitive data are exposed.
How audits are shown
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 $0.00034 $0.01061
Opus 5 $0.00017 $0.00531
Sonnet 5 $0.00007 $0.00212
Haiku 4.5 $0.00003 $0.00106

Measured 4d ago against content hash 6b353eda26ee, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

ke 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 4d 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.

.claude/skills/ke/SKILL.md · 68 lines

How it starts

The opening of the file, as written. The whole thing — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Knowledge Extraction (Capture-to-Pack)

Выполни извлечение знания: $ARGUMENTS

Scope

Этот скилл делает:

  • Inline-capture на рубеже сессии (маршрутизация «что → куда», анонс «Capture: X → Y»).
  • Мгновенная запись правил (1-3 строки) в CLAUDE.md.
  • Отложенная запись (сложное знание) — добавление в inbox/captures/<YYYY-MM>.md (маршрут по дате события; правило → Шаг 3) для агента-экстрактора. Легаси-файл inbox/captures.md новыми записями не пополняется (ротация WP-526, 29.08.2026) — читается как архив.

Этот скилл НЕ делает:

  • Не разбирает extraction-reports/*.md (pending-review кандидатов от агента R2). Это делает /apply-captures (в разработке, Ф3 WP-247).
  • Не пишет Pack-сущности (файлы DP., PD., MIM.*). Это делает /apply-captures (в разработке) после решения R15. Альтернативно R15 может писать в Pack напрямую через Edit — /apply-captures не единственный путь.
  • Не запускает агента-экстрактора R2 (работает через launchd каждые 3h в рабочие часы, запуск extractor.sh inbox-check).

Три инструмента знания (разграничение):

Инструмент Роль Когда Выход
/ke (этот скилл) R14 Заказчик / R1 Стратег Рубеж сессии, inline Правило в CLAUDE.md / запись в inbox/captures/<YYYY-MM>.md
extractor.sh inbox-check (агент R2) R2 Экстрактор (ИИ, launchd 3h, work hours) Автоматически extraction-reports/*.md со status: pending-review
/apply-captures (в разработке, Ф3 WP-247) R15 Валидатор Close при N>0 pending-review Pack-сущности + коммит + обновление status

Детальная ВДВ-карта цикла: <governance-repo>/inbox/WP-247-ke-pipeline-vdv.md

Шаг 1. Определи тип знания

Тип Куда Когда Через KE?
Правило для всех репо (1-3 строки) CLAUDE.md (корень workspace) Сразу Нет
Правило для одного репо (1-3 строки) <repo>/CLAUDE.md Сразу Нет
Доменное (архитектура, паттерны) Соответствующий Pack Close Да
Различение, метод, FM, WP Соответствующий Pack Close Да
Реализационное (вендор, стек, деплой) DS docs/ Close Да (KE → DS)
Крупный урок memory/<topic>.md Close Нет
Зерно для поста DS-strategy/drafts/draft-list.md Close Нет

Read the full file on GitHub · 68 lines

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. 4d ago Changed · +1 lines 6b353eda26ee
  2. 10d ago First seen · 67 lines · 34 tokens per session scan A cac71cab3383

Subscribe to this mod's changes

ke is a skill published in the GitHub repository TserenTserenov/FMT-exocortex-template (50 stars, last pushed yesterday), licensed MIT. It adds 34 tokens to every session and 1,061 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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