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/vishalmdi/ai-native-pm-os/progressgit clone --depth 1 https://github.com/vishalmdi/ai-native-pm-osWrote 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/vishalmdi/ai-native-pm-os/progress)<a href="https://agentmods.dev/commands/vishalmdi/ai-native-pm-os/progress"><img src="https://agentmods.dev/badge/commands/vishalmdi/ai-native-pm-os/progress.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 | $0.00000 | $0.00170 |
| Opus 5 | $0.00000 | $0.00085 |
| Sonnet 5 | $0.00000 | $0.00034 |
| Haiku 4.5 | $0.00000 | $0.00017 |
Grade A, and why
progress 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.
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.
- 5d ago First seen · 25 lines · 0 tokens per session scan A a8238161c25a
progress is a command published in the GitHub repository vishalmdi/ai-native-pm-os (102 stars, last pushed 4mo ago), with no licence file. It costs nothing until one of its globs matches a file; then it loads 170 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
start-3
PM 의 핵심 흐름인 Discovery → Definition → Delivery 를 작은 가상 과제 하나로 끝까지 관통한다. 각 단계에서 실제 챕터를 읽고, 직접 산출물 한 조각을 만들어 다음 단계로 넘긴다.
start-1
Claude Code 를 처음 쓰는 PM 이 "설치 → 도구 지도 이해 → CLAUDE.md 로 맥락 주기" 까지 직접 손으로 해보며 익히도록, 한 번에 한 단계씩 끌고 간다.
start-2
기본 대화에 익숙한 PM 이 "서브에이전트 → 슬래시 커맨드 → 커스텀 스킬 → MCP 연동" 으로 반복 업무를 자동화하는 감각을 직접 만들어 보도록, 한 번에 한 단계씩 끌고 간다.
start
이 코스를 "읽는 문서"가 아니라 "Claude Code 안에서 직접 해보는 단계별 체험"으로 진행한다. 학습자의 레벨을 먼저 확인한 뒤, 알맞은 트랙(/start-1·/start-2·/start-3)으로 안내한다.
specsmd-construction-agent
Command "specsmd-construction-agent" from fabriqaai/specs.md, covering activate construction agent, activation, parameters, critical first steps and your skills.
fire
FIRE orchestrator - Fast Intent-Run Engineering main entry point.