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 octavehq/lfgtm --skill adsgit clone --depth 1 https://github.com/octavehq/lfgtmWrote 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/octavehq/lfgtm/ads)<a href="https://agentmods.dev/skills/octavehq/lfgtm/ads"><img src="https://agentmods.dev/badge/skills/octavehq/lfgtm/ads/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/octavehq/lfgtm/ads"><img src="https://agentmods.dev/badge/skills/octavehq/lfgtm/ads.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00105 | $0.11537 |
| Opus 5 | $0.00053 | $0.05769 |
| Sonnet 5 | $0.00021 | $0.02307 |
| Haiku 4.5 | $0.00011 | $0.01154 |
Grade B, and why
ads scanned grade B 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.
Asks for rootmediumPrivilege escalation
A mod that escalates privileges can change anything on the machine, not only the project.
5. Write the JSON file. Use `chmod 600` since it may contain prospect quotes from real calls. How it starts
The opening of the file, as written. The whole thing — 789 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Octave Ads — Campaign Generation
This skill has two modes:
- Campaign generation (default): Build platform-ready ad campaign plans grounded in your Octave library intelligence. Steps 0–5.
- Resonance loop (companion skill): once campaigns are live,
/octave:ads-resonancepulls performance data, maps winners back to the source cards persisted here, and feeds learnings back into the library.
Principles
Follow these standards during generation. Read each before producing output.
Content and language:
- Editorial rules — no AI-isms, banned vocabulary, honest analyst tone
- Information principles — lead with conclusions, evidence-backed claims, narrative arc
Presentation:
- Presentation principles — use for any visual output (HTML, dashboards, tables); text follows the editorial rules above
Octave data:
- Octave value — prioritize grounded workspace data over generic AI content
- Octave research toolkit — tool selection (list vs. search) and standard error handling when fetching library data and field intelligence in Step 2
- Entity model — canonical entity types and oId prefixes referenced throughout (persona, segment, competitor, proof point, etc.)
Review:
- The Headline Independence Review (Step 3B) is this skill's dedicated review pass over ad creative. Before final delivery, also run the preflight from protocol.md (em dashes, leaked internals, placeholders) over the text output. Any HTML deck generated in Step 5 takes the full protocol as a mandatory gate: it is not opened or delivered until the combined scorecard has printed.
Routing — read this first
Before doing anything else, scan the user's argument string and route to the correct mode:
- If the argument contains any of:
resonance,resonance loop,loop,analyze performance,analyse performance,performance analysis,score,score predictions,evaluate→ this is a job for the companion skill: hand off to/octave:ads-resonance. Do not run Steps 0–5 or ask any campaign-configuration questions. - Otherwise → run Steps 0–5 in order (campaign generation). The resonance loop can still be offered as a follow-up action in Step 5.
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 · 789 lines · 0 tokens per session scan B 40c0b122eca9
ads is a skill published in the GitHub repository octavehq/lfgtm (11 stars, last pushed 20d ago), licensed MIT. It adds 105 tokens to every session and 11,537 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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