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/moizibnyousaf/marketing-cli/attributiongit clone --depth 1 https://github.com/MoizIbnYousaf/marketing-cliWrote 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/moizibnyousaf/marketing-cli/attribution)<a href="https://agentmods.dev/commands/moizibnyousaf/marketing-cli/attribution"><img src="https://agentmods.dev/badge/commands/moizibnyousaf/marketing-cli/attribution.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 | $0.01289 |
| Opus 5 | $0.00000 | $0.00645 |
| Sonnet 5 | $0.00000 | $0.00258 |
| Haiku 4.5 | $0.00000 | $0.00129 |
Grade A, and why
ATTRIBUTION 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 today.
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.
How it starts
The opening of the file, as written. The whole thing — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Command Attribution
mktg transcribe
Upstream: crafter-station/trx
License: MIT (Copyright © 2026 Crafter Station)
Commit studied: 836e7abf (v0.4.0, 2026-04-06)
Ported by: mktg maintainers, 2026-04-12
Research memo: docs/research/trx-analysis.md
What was ported
src/core/transcribe.ts ports the following files from trx:
| trx file | mktg counterpart | Notes |
|---|---|---|
packages/cli/src/core/pipeline.ts |
runTranscribePipeline() in src/core/transcribe.ts |
Three-stage orchestrator: download → clean → transcribe. OpenAI backend dropped for v1. |
packages/cli/src/core/audio.ts |
cleanAudio() in src/core/transcribe.ts |
ffmpeg filter chain kept verbatim (silenceremove,dynaudnorm,afftdn) — it is tuned. |
packages/cli/src/core/download.ts |
downloadMedia() in src/core/transcribe.ts |
yt-dlp wrapper with glob-based extension-mismatch fallback kept. |
packages/cli/src/core/whisper.ts |
runWhisper() in src/core/transcribe.ts |
whisper-cli argv, including the tuned quality flags (--suppress-nst, --no-fallback, --entropy-thold 2.8, --logprob-thold -1.0). |
packages/cli/src/utils/spawn.ts |
runSpawn() in src/core/transcribe.ts |
Simplified — mktg does not need spawnStreaming for v1. |
packages/cli/src/validation/input.ts |
Subset: WHISPER_MODELS constant |
validateInput/validateUrl/validateFilePath are replaced with mktg's existing src/core/errors.ts and src/core/url-validation.ts helpers. |
packages/cli/schemas/transcribe.json |
schema export in src/commands/transcribe.ts |
Hand-translated into mktg's CommandSchema shape. |
packages/cli/src/commands/transcribe.ts |
handler export in src/commands/transcribe.ts |
Rewritten to mktg's CommandResult<T> pattern; commander + @clack/prompts dropped (agent-only, no TTY UX). |
What was NOT ported
packages/cli/src/core/openai.ts— OpenAI backend. v1 is local whisper.cpp only.packages/cli/src/commands/init.ts— Platform-specific installer. mktg usesmktg doctorfor install guidance instead.packages/cli/src/utils/output.ts— mktg'ssrc/core/output.tsis strictly more capable (dot-notation--fields, 10KB warning, etc.).packages/cli/src/utils/config.ts— persistent~/.trx/config.json. v1 is flags-only; no persistent config.commander,@clack/prompts— mktg owns its CLI router and is agent-only (no interactive prompts or spinners).packages/website/**— trx's marketing site. Irrelevant.
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.
- today First seen · 70 lines · 0 tokens per session scan A 5b2fb2e386a9
ATTRIBUTION is a command published in the GitHub repository MoizIbnYousaf/marketing-cli (31 stars, last pushed 17d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,289 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 2026-09-03.
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