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/hmj1026/dhpk/deep-analyzegit clone --depth 1 https://github.com/hmj1026/dhpkWrote 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/hmj1026/dhpk/deep-analyze)<a href="https://agentmods.dev/commands/hmj1026/dhpk/deep-analyze"><img src="https://agentmods.dev/badge/commands/hmj1026/dhpk/deep-analyze.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 | $0.00019 | $0.00829 |
| Opus 5 | $0.00010 | $0.00415 |
| Sonnet 5 | $0.00004 | $0.00166 |
| Haiku 4.5 | $0.00002 | $0.00083 |
Grade A, and why
deep-analyze 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 — 147 lines — stays where its author put it; the contents beside it link to each section on GitHub.
⚠️ Must read and follow the skill below before executing this command:
@skills/dhpk-tech-spec/SKILL.md
Contract
Use for proposal-to-roadmap analysis; not for applying an already approved change. See the command contract. Stop when the proposal or repository cannot be read; completion reports verified assumptions, roadmap, alternatives, and unresolved risks.
Context
- Project root: !
git rev-parse --show-toplevel - Recent changes: !
git diff --name-only HEAD~5 2>/dev/null | head -10
Task
You are now a solution-architect expert. Perform a deep analysis of the following initial proposal:
Input
$ARGUMENTS
Analysis Flow
Phase 1: Understand & Validate
- Extract the core objectives of the initial proposal
- Identify key assumptions (which may be wrong)
- List technical points that need verification
Phase 2: Code Deep Dive
Research the existing codebase thoroughly:
SOURCE_ROOT="${SOURCE_ROOT:-.}"
# Find related implementations under the detected source root
grep -r "keyword" "$SOURCE_ROOT"/ --include="*.ts" -l | head -10
# Check similar features
ls "$SOURCE_ROOT"/service/ "$SOURCE_ROOT"/provider/
# Analyze specific implementation
cat "$SOURCE_ROOT"/service/similar.service.ts | head -100
Must verify:
- Naming conventions (camelCase/snake_case? prefixes?)
- DI injection patterns (@Inject/@InjectModel?)
- Error handling patterns (throw/return?)
- Implementation patterns of similar features
Phase 3: Roadmap Output
Based on the research, produce:
- Implementation steps (immediately actionable)
- Key pseudocode (only core 1-3 lines, omit if not necessary)
- Alternative comparison
Output
# [Proposal Name] Implementation Roadmap
## Proposal Validation
| Assumption | Verification Result | Impact |
| ---------- | ------------------- | ------ |
## Code Research Summary
| Module | Existing Implementation | Reusable |
| ------ | ----------------------- | -------- |
## Implementation Roadmap
```mermaid
flowchart LR
A[Step 1] --> B[Step 2] --> C[Step 3]
```
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 · 147 lines · 19 tokens per session scan A 5a94aac957d3
deep-analyze is a command published in the GitHub repository hmj1026/dhpk (2 stars, last pushed 4d ago), licensed MIT. It adds 19 tokens to every session and 829 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
init
在既有專案初始化 Octopus——摸專案、檢查 OpenSpec CLI 與結構(缺則引導安裝)、盤點 change 狀態、建 Arena、出交接報告。每個專案跑一次。.
harness-lint
이 프로젝트의 생성된 하네스를 계약에 대고 검사한다. 결정적 검사 9종.
harness-evolve
하네스를 쓴 결과를 회고하고 에이전트·스킬·오케스트레이터에 되먹인다.
build
SDD 後半段(全自主):驗 Locked → Builder 逐 task 實作(每條 task 隨行回報)→ 審查 → P1 自動退修(≤3 輪)→ 帶驗收報告回來,你只剩 merge 與 archive。中途不停下來等人。.
spec
SDD 前半段:需求釐清(反問+挑戰)→ OpenSpec change 一次落檔(proposal+delta+tasks,Draft)→ TPM 拍板鎖定(回一個 OK 即可)。鎖定後 build 全自主執行。.
debug
用 Agent 工具啟動 debugger agent,把錯誤資訊原文(含截圖/log)完整轉給它。.