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 skills/nmrtn/nanopm/pm-personasnpx skills add nmrtn/nanopm --skill pm-personasgit clone --depth 1 https://github.com/nmrtn/nanopmWrote 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/skills/nmrtn/nanopm/pm-personas)<a href="https://agentmods.dev/skills/nmrtn/nanopm/pm-personas"><img src="https://agentmods.dev/badge/skills/nmrtn/nanopm/pm-personas.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 | $0.00070 | $0.06422 |
| Opus 5 | $0.00035 | $0.03211 |
| Sonnet 5 | $0.00014 | $0.01284 |
| Haiku 4.5 | $0.00007 | $0.00642 |
Grade C, and why
pm-personas scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
{ echo "ERROR: nanopm not installed. Run: curl -fsSL https://raw.githubusercontent.com/nmrtn/nanopm/main/setup | bash"; exit 1; } Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
{ echo "ERROR: nanopm not installed. Run: curl -fsSL https://raw.githubusercontent.com/nmrtn/nanopm/main/setup | bash"; exit 1; } How it starts
The opening of the file, as written. The whole thing — 481 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Multi-host portability rules. When invoking
AskUserQuestion:
- The
headerfield MUST be a short noun phrase (≤ 12 characters). Mistral Vibe rejects longer headers withstring_too_long. Pick from:Start,Target,Scope,Audience,Methodology,Feature,Question.- The
optionslist MUST have at least 2 items. Vibe rejects empty/single-option calls. For free-text input, always provide ≥ 2 framing options (e.g.Yes, here's the input/Skip) — never callask_user_questionwithoptions: [].
Preamble (run first)
source ~/.nanopm/lib/nanopm.sh 2>/dev/null || \
source .nanopm/lib/nanopm.sh 2>/dev/null || \
{ echo "ERROR: nanopm not installed. Run: curl -fsSL https://raw.githubusercontent.com/nmrtn/nanopm/main/setup | bash"; exit 1; }
nanopm_preamble
_PERSONAS_FILE="$(nanopm_wiki_doc_path personas)"
What this skill does
/pm-personas answers one question: who are you actually building for? It produces the wiki
Define page .nanopm/wiki/docs/personas.md — 1-3 proto-personas framed around the job-to-be-done,
plus one explicit anti-persona (the tempting user you are deliberately NOT serving).
It runs in one of two modes, driven by whether the personas doc already exists. Refine mode — the doc exists: the skill anchors on your previous personas, pulls only the relevant cross-doc context via a retrieval subagent, and asks sharpening questions to update them. Create mode — the doc is missing: if there's a codebase, artifacts, or a public site it reverse-engineers a draft and asks validating questions before writing; if the repo is empty it interviews you from scratch. Either way it confirms with you — it never ships assumptions unchecked.
Personas are an input to the pipeline. The personas doc sharpens /pm-challenge-me ("who for"),
/pm-objectives, /pm-strategy, and /pm-prd. Run it early.
Phase 0: Prior context
source ~/.nanopm/lib/nanopm.sh 2>/dev/null || source .nanopm/lib/nanopm.sh 2>/dev/null || true
nanopm_context_read pm-personas
nanopm_context_read pm-personas
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.
- 6d ago First seen · 481 lines · 70 tokens per session scan C ba016b9b9244
pm-personas is a skill published in the GitHub repository nmrtn/nanopm (48 stars, last pushed 2mo ago), licensed MIT. It adds 70 tokens to every session and 6,422 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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