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/nnhhoang/claude-engineering-coach/improvegit clone --depth 1 https://github.com/nnhhoang/claude-engineering-coachWrote 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/nnhhoang/claude-engineering-coach/improve)<a href="https://agentmods.dev/commands/nnhhoang/claude-engineering-coach/improve"><img src="https://agentmods.dev/badge/commands/nnhhoang/claude-engineering-coach/improve.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 5.1 | $0.00011 | $0.00157 |
| Opus 5 | $0.00005 | $0.00078 |
| Sonnet 5 | $0.00002 | $0.00031 |
| Haiku 4.5 | $0.00001 | $0.00016 |
Grade A, and why
improve 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.
What it actually says
Call the coach_patterns tool, then the coach_insights tool, from the AI Engineering Coach MCP server. Pass any ISO dates in $ARGUMENTS as fromDate / toDate; otherwise use the 90-day default.
Synthesize the two results into a prioritized action list:
- Top 3–5 concrete, specific changes the user should make, ordered by impact.
- For each: the evidence (which metric/anti-pattern triggered it) and an example of the better behavior.
- Keep it actionable and short. No generic advice — tie every point to the user's actual data.
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 First seen · 12 lines · 11 tokens per session scan A 357601cbbf9d
improve is a command published in the GitHub repository nnhhoang/claude-engineering-coach (1 stars, last pushed 2mo ago), licensed MIT. It adds 11 tokens to every session and 157 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
plan
Create implementation plan with risk assessment.
statusbar-style
Switch the status-bar style (classic / capsule / hairline).
atomic-help
Route a lost user to the right atomic verb, skill, agent, or binary subcommand. Bare invocation reads git state and recommends one next step. Topic keyword or freeform intent → focused pointer. tour → guided walkthrough of the system. Help router, not duplicated docs.
follow-up
Review and act on pending reminders. Bare invocation shows all reminders as an indexed list; cron-fired invocation (/follow-up due ) surfaces the specific reminder and waits for a response; /follow-up review lists stale project follow-up entries for per-item disposition (extend/close/promote/skip). Transport-aware…
idea
想法到产品端到端教练 — 一句话想法走到 PRD + 可点击 HTML 原型（会顶嘴、强制砍功能）.
statusbar
Show current status-bar config and list available styles + themes.