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.
git clone --depth 1 https://github.com/akka/ai-marketplaceWrote 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/akka/ai-marketplace/review)<a href="https://agentmods.dev/commands/akka/ai-marketplace/review"><img src="https://agentmods.dev/badge/commands/akka/ai-marketplace/review/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/commands/akka/ai-marketplace/review"><img src="https://agentmods.dev/badge/commands/akka/ai-marketplace/review.svg" alt="Reviewed on agentmods" width="80" 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 5.1 | $0.00012 | $0.00470 |
| Opus 5 | $0.00006 | $0.00235 |
| Sonnet 5 | $0.00002 | $0.00094 |
| Haiku 4.5 | $0.00001 | $0.00047 |
Grade A, and why
review 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 11d 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.
What it actually says
User Input
$ARGUMENTS
You MUST consider the user input before proceeding (if not empty).
Outline
-
Setup: Call
akka_sdd_list_specsto find the target feature. Load the spec, plan, tasks, and checklist. -
Load context: Read the constitution using
akka_sdd_constitution. Understand what patterns and rules must be followed. -
Review implementation against spec:
- Are all functional requirements implemented?
- Are all acceptance criteria met?
- Are there deviations from the spec? If so, are they justified?
-
Review implementation against constitution:
- Event sourcing: Are events designed as facts? Are handlers pure?
- Effects API: Are command handlers returning Effects? No side effects?
- ComponentClient: Used for all cross-component calls?
- ACLs: Defined on all endpoints?
- Serialization:
@TypeNameon all state/event classes? - Testing: Unit and integration tests present?
-
Code quality review:
- No business logic in endpoints
- No blocking I/O in handlers
- No shared mutable state
- Error handling uses
effects().error(), not exceptions - No fat events (events contain only changed data)
-
Checklist verification: Walk through the checklist and mark items as passed or failed.
-
Report:
- Overall assessment: approved / approved with issues / needs rework
- Issues found (categorized by severity)
- Checklist completion percentage
- Recommendations
Key Rules
- Be specific: reference file paths and line numbers
- Every issue must cite the rule it violates
- Distinguish between must-fix (errors) and should-fix (warnings)
- Acknowledge good patterns and practices, not just problems
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.
- 11d ago First seen · 62 lines · 12 tokens per session scan A 5d5e22e72bb2
review is a command published in the GitHub repository akka/ai-marketplace (6 stars, last pushed today), licensed Apache-2.0. It adds 12 tokens to every session and 470 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 2026-08-31.
Other commands, from other repositories
deepen
Spare-budget design pass. Make one shallow module deep — smaller interface, behavior held, tests green before & after.
review
Adversarial senior review of the spec before build. Refute, don't rubber-stamp. Ends in a go/no-go gate.
check
Drift detector. Diff SPEC.md against code. Read-only, zero writes.
speckit.companion.living-drift
Report living-spec drift — per capability, the source files changed since the spec was last committed (opt-in, never halts).
speckit.companion.living-coverage
Report living-spec requirement→test coverage — per requirement, whether its coverage tier maps a test (opt-in, read-only, never halts).
validate-impl
Validate implementation against requirements, design, and tasks.