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 aeonfun/aeon --skill pm-manipulationgit clone --depth 1 https://github.com/aeonfun/aeonWrote 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/aeonfun/aeon/pm-manipulation)<a href="https://agentmods.dev/skills/aeonfun/aeon/pm-manipulation"><img src="https://agentmods.dev/badge/skills/aeonfun/aeon/pm-manipulation.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
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 →
- medium Agent Snooping · line 199 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00032 | $0.03702 |
| Opus 5 | $0.00016 | $0.01851 |
| Sonnet 5 | $0.00006 | $0.00740 |
| Haiku 4.5 | $0.00003 | $0.00370 |
Grade A, and why
pm-manipulation 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 3d 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.
`curl` works — there is no network sandbox. For every curl call, if it fails or returns empty, use **WebFetch** as a fallback for a flaky public GET. The Polymarket APIs above are public (no auth). For news searches, pre Copies of this mod
1 near-identical copy found in the catalogue:
- pm-manipulation — 100% identical, 0 lines differ
How it starts
The opening of the file, as written. The whole thing — 262 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Read memory/MEMORY.md for context.
Read the last 3 days of memory/logs/ to avoid re-flagging markets you already covered, and to compare current readings against prior ones.
Voice
If soul/SOUL.md and soul/STYLE.md are populated, match the operator's voice in the notification and write-up. If empty or absent, use a clear, direct, neutral tone. The methodology itself is the same either way.
Why this skill exists
English-language coverage of any prediction market is dense for US politics, sparse for everything else. Election-, geopolitics-, and conflict-related markets are most often pushed by actors closer to the home country than to the English-speaking financial press. By the time a coordinated narrative lands in mainstream financial outlets, the trade is over. Local-language press, regional outlets, and country-specific Telegram / X channels move first — sometimes by 24–72h.
This skill looks at the past 3 days of activity on a configurable prediction-market platform and asks: where does the price action diverge from organic English-press coverage, and does a multilingual sweep reveal a narrative push that explains it?
Configuration
Read memory/topics/prediction-markets.md if it exists for an optional ## Platform line naming the target API root. Defaults to Polymarket's public Gamma + CLOB APIs (gamma-api.polymarket.com, clob.polymarket.com, data-api.polymarket.com). The candidate selection, scoring rubric, and multilingual sweep are platform-agnostic; only the endpoints differ.
The keyword filter and locale table below are starting points — the operator can edit memory/topics/prediction-markets.md to add ## Keywords and ## Locales sections that override the defaults.
Network note
curl works — there is no network sandbox. For every curl call, if it fails or returns empty, use WebFetch as a fallback for a flaky public GET. The Polymarket APIs above are public (no auth). For news searches, prefer WebSearch with locale-specific queries — a built-in Claude tool that needs no curl.
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.
- 3d ago First seen · 262 lines · 32 tokens per session scan A b831a6b4547a
pm-manipulation is a skill published in the GitHub repository aeonfun/aeon (716 stars, last pushed yesterday), licensed MIT. It adds 32 tokens to every session and 3,702 once invoked, about $0.0002 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 2026-09-05.
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