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 TserenTserenov/FMT-exocortex-template --skill diagnosegit clone --depth 1 https://github.com/TserenTserenov/FMT-exocortex-templateWrote 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/tserentserenov/fmt-exocortex-template/diagnose)<a href="https://agentmods.dev/skills/tserentserenov/fmt-exocortex-template/diagnose"><img src="https://agentmods.dev/badge/skills/tserentserenov/fmt-exocortex-template/diagnose/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/tserentserenov/fmt-exocortex-template/diagnose"><img src="https://agentmods.dev/badge/skills/tserentserenov/fmt-exocortex-template/diagnose.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
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 contentFix: Review the flagged content for security risks. Ensure no credentials, secrets, or sensitive data are exposed.
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 | $0.00130 | $0.04588 |
| Opus 5 | $0.00065 | $0.02294 |
| Sonnet 5 | $0.00026 | $0.00918 |
| Haiku 4.5 | $0.00013 | $0.00459 |
Grade A, and why
diagnose 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 5d 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 — 395 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/diagnose — диагностика ступени мастерства
⚡ Алгоритм, не свободный разговор. Шаги 1-5 последовательно. Ждать ответа после каждого вопроса. Без преждевременных выводов.
Алгоритм CAT (FORM.089 §6.1 v5.0): 5 якорных вопросов + до 1 drill-down, старт со ступени 3. WP-370: cp.iwe → информационный (не блокирует ступень), cp.skl выводится из cp.rhy.
When to use
Диагностика ступени мастерства (Диагност R28, FORM.089 §6.1 v5.0) прямо в VS Code / claude.ai. До 6 вопросов, ~3 минуты. Запускай когда: пилот говорит «пройди диагностику», «какая моя ступень», «/diagnose» — или ПРОАКТИВНО когда видишь пустой cp_profile.
Контракт скилла
- Вход: пилот вызвал
/diagnose, или Claude видит пустой cp_profile. - Выход: cp-профиль в чате + сохранение (путь зависит от интерфейса — см. Шаг 5).
- Время: ≤3 мин (5-6 вопросов).
- Не делает: не даёт рекомендации по развитию (это Навигатор R27), не строит персональное руководство.
Определить интерфейс (ПЕРВЫМ действием)
Браузер (claude.ai): инструмент Bash недоступен → сохранение через learning_ctx_record_cp_assessment (канонический журнал).
VS Code / локальный: Bash доступен → сохранение в Neon через psycopg2 (+ локальный fallback).
Проверка: попробовать Bash. Если недоступен — работаем в браузерном режиме.
Algorithm
Шаг 0. Проверить существующий профиль
Браузерный режим
Вызвать mcp__claude_ai_IWE__learning_ctx_get_onboarding_state (читает из того же канона learning.cp_assessments, куда пишет Шаг 5).
has_diagnosis: true→ показать текущийcp_stage, предложить пройти заново (кнопка «Повторить»). Инструмент не отдаётassessed_at— точный 7-дневный кулдаун (как в VS Code режиме) здесь не проверить; решение «повторять или нет» оставить пилоту.--check→ показать и завершить.has_diagnosis: false→ продолжить с Шага 1.
VS Code режим
source ~/.config/aist/env
python3 -c "
import os, json
try:
import psycopg2
conn = psycopg2.connect(os.environ['NEON_LEARNING_URL'])
cur = conn.cursor()
cur.execute('''SELECT stage, bottleneck_slot, recommended_stream, assessed_at, valid_until
FROM learning.cp_assessments
WHERE account_id = %s::uuid
ORDER BY assessed_at DESC LIMIT 1''',
(os.environ['DT_USER_ID'],))
row = cur.fetchone()
conn.close()
if row:
stage, bottleneck, stream, assessed_at, valid_until = row
print(json.dumps({'stage': stage, 'bottleneck': bottleneck, 'stream': stream,
'assessed_at': str(assessed_at)[:10], 'valid_until': str(valid_until)[:10]}))
else:
print('null')
except Exception as e:
print(f'error: {e}')
"
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.
- 5d ago Changed · +1 lines 6cd49fb0c6d8
- 6d ago Changed · -10 lines · +13 tokens per session 9d84704a2f1b
- 10d ago First seen · 404 lines · 117 tokens per session scan A 9b5f55fee469
diagnose is a skill published in the GitHub repository TserenTserenov/FMT-exocortex-template (51 stars, last pushed today), licensed MIT. It adds 130 tokens to every session and 4,588 once invoked, about $0.0006 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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