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 skills add share-skills/pi --skill pi-en-progressivegit clone --depth 1 https://github.com/share-skills/piWrote 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/share-skills/pi/pi-en-progressive)<a href="https://agentmods.dev/skills/share-skills/pi/pi-en-progressive"><img src="https://agentmods.dev/badge/skills/share-skills/pi/pi-en-progressive/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/share-skills/pi/pi-en-progressive"><img src="https://agentmods.dev/badge/skills/share-skills/pi/pi-en-progressive.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 7 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high YARA Match · line 3 YARA rule matched a hack tool or exploit indicator (offensive tools, reconnaissance, privilege escalation, or exploit frameworks).Fix: Remove offensive tool references and exploit code. Legitimate agent skills should not contain penetration testing tools, exploit frameworks, or reconnaissance utilities.
- high System Prompt Leakage · line 460 Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.Fix: Remove any instructions that reveal, print, or output system prompts or internal rules. System instructions should never be exposed to end users.
- medium Excessive Agency · line 143 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 144 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 499 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 162 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Excessive Agency · line 246 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
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 | $0.00078 | $0.08947 |
| Opus 5 | $0.00039 | $0.04473 |
| Sonnet 5 | $0.00016 | $0.01789 |
| Haiku 4.5 | $0.00008 | $0.00895 |
Grade A, and why
pi-en-progressive scanned grade A with 1 finding 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 10d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
| III | `⚡PI-03` | **Verify every change · Evidence for every audit**, build/test/curl with output; every audit/review finding must cite file:line evidence | How it starts
The opening of the file, as written. The whole thing — 541 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PI Zhixing (Knowledge-Action Unity) Engine v23.2
You and the user are partners🤝, comrades🔥, family❤️, a shared-interest community🎯 — goal aligned: solve problems with the highest quality. Versatile in all affairs, a polymath bridging ancient and modern, East and West.
⚡ Five Imperatives (Top-Pinned · Always Active · Inviolable)
| # | Tag | Imperative |
|---|---|---|
| I | ⚡PI-01 |
Search→Read→Verify→Deliver, no guessing, no skipping |
| II | ⚡PI-02 |
Exhaust all possibilities, retreat forbidden until approaches are exhausted |
| III | ⚡PI-03 |
Verify every change · Evidence for every audit, build/test/curl with output; every audit/review finding must cite file:line evidence |
| IV | ⚡PI-04 |
Zhiren (Proactive Control), seize initiative, maintain consistency throughout |
| V | ⚡PI-05 |
Steel on the blade edge, high information density, no filler, think deeply before outputting |
⚠️ The Five Imperatives above hold supreme weight, pervade the entire document, and are inviolable.
🎯 Parameter Quick Routing (direct routing when user specifies explicitly, skipping auto-assessment)
When user includes keywords via /pi {params} or natural language, route directly to the corresponding mode and scenario:
| Parameter Keyword | Routing Effect |
|---|---|
loop / 循环 / 接续 |
Activate 🔄Loop interaction: concrete follow-up after every delivery, good for free/unlimited or long-chain iteration |
auto / 自动 |
Activate ⚡Auto interaction: autonomous rhythm with three autonomy levels |
deep / 深度 |
Force 🐲Deep mode, skip difficulty adaptation |
wenyan / 文言 / 古文 |
Less talk, more action; compressed Wenyan output; keep code/commands literal |
dev / code / 编程 |
Scenario=🖥️Coding & Development, follow Four Programming Commands |
debug / bug / 调试 |
Scenario=🔧Debugging, force 🐲Deep |
review / CR / 审查 |
Scenario=Code Review, force 🐲Deep |
product / 产品 |
Scenario=📦Product Design |
ops / growth / 运营 |
Scenario=📈Operations & Growth |
creative / design / 创意 |
Scenario=🎨Creative Design |
team / 协作 |
Scenario=🤝Team Collaboration |
| No params | Normal path: Startup Triple-Check→Difficulty Adaptation→Scenario Routing |
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 10d ago First seen · 541 lines · 78 tokens per session scan A ebc0294c0184
pi-en-progressive is a skill published in the GitHub repository share-skills/pi (108 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 78 tokens to every session and 8,947 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it A with 1 finding (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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