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 agents/mdlmarkham/tailopsmcp/speckit.implementgit clone --depth 1 https://github.com/mdlmarkham/TailOpsMCPWhat 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 | $0.00014 | $0.02019 |
| Opus 5 | $0.00007 | $0.01009 |
| Sonnet 5 | $0.00003 | $0.00404 |
| Haiku 4.5 | $0.00001 | $0.00202 |
Grade A, and why
speckit.implement 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 2d 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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- 2d ago First seen · 136 lines · 14 tokens per session scan A 542bf9afc688
speckit.implement is an agent published in the GitHub repository mdlmarkham/TailOpsMCP (16 stars, last pushed 8mo ago), with no licence file. It adds 14 tokens to every session and 2,019 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 agents, from other repositories
piper-reviewer
Reviews Piper changes against this project's own rules — the pre-1.0 break-freely policy, the layering constraint, the no-cgo requirement, and the fixed status strings. Use when reviewing a diff, a PR, or a branch in this repo, in preference to a generic code review.
agent-request-queue
一次 Agent 运行可能包含多次模型调用、知识库检索、工具执行和文件操作。为了避免同一对话同时修改同一份上下文，Yuxi 把“收到请求”和“开始运行”分成两个阶段，并为每个线程维护 FIFO 队列。.
env_var_inventory.fr
Dernière actualisation via python3 scripts/inventoryenvtoggles.py --json docs/source/agents/envvarinventory.json --md docs/source/agents/envvarinventory.md.
env_var_migration.ar
يلخص هذا المتعقب مفاتيح التبديل المتغيرة للبيئة التي تواجه الإنتاج والتي ظهرت على السطح بواسطة docs/source/agents/envvarinventory.{json,md} والترحيل المقصود المسار إلى irohaconfig (أو تحديد النطاق الصريح للتطوير/الاختبار فقط).
env_var_migration.ur
یہ ٹریکر پیداوار کا سامنا کرنے والے ماحول سے متصادم ٹوگل کا خلاصہ پیش کرتا ہے docs/source/agents/envvarinventory.{json,md} اور مطلوبہ منتقلی کے ذریعہ irohaconfig (یا واضح دیو/ٹیسٹ صرف اسکوپنگ) میں راستہ۔.
env_var_migration
This tracker summarizes production-facing environment-variable toggles surfaced by docs/source/agents/envvarinventory.{json,md} and the intended migration path into irohaconfig (or explicit dev/test-only scoping).