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/opensesh/karimo-overview/rungit clone --depth 1 https://github.com/opensesh/karimo-overviewWhat 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 | $0.00000 | $0.04060 |
| Opus 5 | $0.00000 | $0.02030 |
| Sonnet 5 | $0.00000 | $0.00812 |
| Haiku 4.5 | $0.00000 | $0.00406 |
Grade A, and why
run 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 yesterday.
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 — 603 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/karimo:run — Execute PRD (Recommended)
Execute an approved PRD using feature branch workflow (v7.0). This command generates briefs, auto-reviews them, allows user iteration, and then orchestrates execution.
Usage
/karimo:run --prd {slug} [--dry-run] [--skip-review] [--review-only] [--brief-only] [--resume] [--task {id}]
Arguments
--prd {slug}(required): The PRD slug to execute--dry-run(optional): Preview the execution plan without making changes--skip-review(optional): Skip brief review and execute immediately--review-only(optional): Generate briefs and review, stop without executing--brief-only(optional): Generate briefs only, stop before review--resume(optional): Resume execution after pausing--task {id}(optional): Execute only a specific task by ID
What This Command Does (4 Phases)
KARIMO v7.0 introduces a 4-phase execution model with user iteration:
┌─────────────────────────────────────────────────────────────┐
│ Phase 1: Brief Generation │
│ Read research + PRD → Generate task briefs │
└─────────────────────────────────────────────────────────────┘
│
↓
┌─────────────────────────────────────────────────────────────┐
│ Phase 2: Auto-Review │
│ Validate briefs → Challenge order/deps → Find gaps │
└─────────────────────────────────────────────────────────────┘
│
↓
┌─────────────────────────────────────────────────────────────┐
│ Phase 3: User Iterate │
│ Present recommendations → User feedback → Adjust briefs │
│ ↺ (loop until approved) │
└─────────────────────────────────────────────────────────────┘
│
↓
┌─────────────────────────────────────────────────────────────┐
│ Phase 4: Orchestrate │
│ Execute tasks in waves → Create PRs → Validate │
└─────────────────────────────────────────────────────────────┘
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.
- yesterday First seen · 603 lines · 0 tokens per session scan A 594b218feccc
run is a command published in the GitHub repository opensesh/karimo-overview (11 stars, last pushed 4mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 4,060 tokens. 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
dashboard
Phase 3 monitoring — System health, execution insights, and velocity analytics.
doctor
Check the health of a KARIMO installation, identify issues, and provide actionable recommendations.
run
Execute an approved PRD using feature branch workflow (v7.0). This command generates briefs, auto-reviews them, allows user iteration, and then orchestrates execution.
merge
Consolidate feature branch changes and create final PR to main. This completes the v5.0 feature branch workflow after all task PRs have been merged.
greptile-review
Execute the full Greptile review cycle on a PR, looping until score meets threshold or circuit breaker triggers.
feedback
Intelligent feedback capture with automatic complexity detection and adaptive investigation.