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 commands/mrvladd-d/memobank/autonomousgit clone --depth 1 https://github.com/mrvladd-d/memobankWrote 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/commands/mrvladd-d/memobank/autonomous)<a href="https://agentmods.dev/commands/mrvladd-d/memobank/autonomous"><img src="https://agentmods.dev/badge/commands/mrvladd-d/memobank/autonomous.svg" alt="Measured on agentmods" 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 | $0.00023 | $0.04131 |
| Opus 5 | $0.00012 | $0.02065 |
| Sonnet 5 | $0.00005 | $0.00826 |
| Haiku 4.5 | $0.00002 | $0.00413 |
Grade A, and why
autonomous 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.
How it starts
The opening of the file, as written. The whole thing — 287 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/autonomous — End-to-end autonomous run
0) Когда использовать
Используй эту команду, когда:
- есть
prd.mdили явный PRD-текст пользователя, - нужен режим “запустил и ушёл”,
- разрешены автономные code-edit сессии через Codex / Claude CLI,
- не требуется ручной выбор одной фичи за раз.
Если нужен только JSON task queue executor, а PRD → FT → TASK уже готовы, используй /autopilot.
1) Протокол автономного запуска
Создай:
.protocols/AUTONOMOUS-RUN/plan.md.protocols/AUTONOMOUS-RUN/status.md.protocols/AUTONOMOUS-RUN/decision-log.md.tasks/TASK-AUTONOMOUS/
status.md должен содержать минимум:
- run metadata
- review gate
- blocking questions / assumptions
- queue state (
ready,in_progress,blocked,done,failed) - failure budget
- terminal state + reason
2) Preflight (не пропускай)
Проверь:
.memory-bank/существует; если нет — сначала/mb-init- доступен
prd.mdили PRD-текст - есть хотя бы один исполнитель (
codexилиclaude) - есть policy-гейт:
.memory-bank/workflows/autonomy-policy.md
Default pre-queue health check:
- до создания executable JSON task queue запусти
node scripts/mb-lint.mjs, затем plain/mb-doctorusing the repository's documented command ornode scripts/mb-doctor.mjs - pre-queue
/mb-doctoris a health check only and must not require executable task records / ready queue - не запускай
/mb-doctor --strictдо того, как/prd-to-tasks --allсоздаст queue
Если в репозитории уже есть существенный код:
- сначала построй/обнови baseline через
/map-codebase - только потом накладывай PRD delta
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.
- 4d ago First seen · 287 lines · 23 tokens per session scan A 3dd35ca172d8
autonomous is a command published in the GitHub repository mrvladd-d/memobank (55 stars, last pushed 3mo ago), licensed MIT. It adds 23 tokens to every session and 4,131 once invoked, about $0.0001 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 commands, from other repositories
git
Git operations with intelligent commit messages and workflow optimization.
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.