Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add shalintripathi/organic-os/plugin install organic-osWrote 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/shalintripathi/organic-os/hoo-keyword-intel)<a href="https://agentmods.dev/skills/shalintripathi/organic-os/hoo-keyword-intel"><img src="https://agentmods.dev/badge/skills/shalintripathi/organic-os/hoo-keyword-intel/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/shalintripathi/organic-os/hoo-keyword-intel"><img src="https://agentmods.dev/badge/skills/shalintripathi/organic-os/hoo-keyword-intel.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 | $0.00050 | $0.01504 |
| Opus 5 | $0.00025 | $0.00752 |
| Sonnet 5 | $0.00010 | $0.00301 |
| Haiku 4.5 | $0.00005 | $0.00150 |
Grade A, and why
hoo-keyword-intel scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 121 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Keyword intelligence (tiered)
- Read site-profile.yaml (google_ads.status, keywords.targets, competitors,
geos, languages). Source env from
~/.config/organic-os/<site-slug>.envif present.
Tier detection (once per session)
Run: PYTHONPATH="$CLAUDE_PLUGIN_ROOT/lib" python3 -c "..." snippet importing
hoo.google_ads.tier: if env vars missing -> tier "none". Else build
real_client() and tier.detect() -> basic|explorer. Tell the user which tier
is active and what that enables.
In the same pass, check whether a search-data adapter's tools are present
in this session (the search-data capability slot, ADR-0009 in the repo;
the known adapter is OpenSEO - tool surface listed in
$CLAUDE_PLUGIN_ROOT/docs/connectors.md, OpenSEO section; verify against
the tools actually present, never pin the list). Present: the search-data
adapter section below applies on top of whatever tier is active. Absent:
every tier behaves exactly as it does today, and nothing is fabricated in
its place.
basic (or standard)
- Ideas:
keyword_ideas.runwith profile target keywords as seeds AND, per competitor,site_seed=<competitor domain>. Cache dir:<brain>/keywords/cache/. - Gap: ideas(own site_seed) vs ideas(competitor site_seed) - keywords in their set, absent from ours, volume >= 100. Rank by volume x profile fit.
- Metrics for the shortlist:
historical.run(batches of 200 handled inside). - Write
runs/YYYYMMDD-keywords/(01-ideas.json, 02-gaps.json, REPORT.md) and updatekeywords/tracking.yamltargets the user confirms (additions are a strategy mutation -> create_item kind="strategy" + approval gate).
explorer
Own-account GAQL only: search_term_view mining (queries with impressions and no matching target), keyword_view quality scores. State plainly: "Planner blocked at Explorer tier - apply for Basic (https://github.com/shalintripathi/organic-os/blob/main/plugin/docs/credentials/google-ads-token.md, also at $CLAUDE_PLUGIN_ROOT/docs/credentials/google-ads-token.md in a local checkout)".
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 Changed · +40 lines 5fbe0273bb70
- 11d ago First seen · 81 lines · 50 tokens per session scan A 808935fd39d9
hoo-keyword-intel is a skill published in the GitHub repository shalintripathi/organic-os (5 stars, last pushed 3d ago), licensed MIT. It adds 50 tokens to every session and 1,504 once invoked, about $0.0003 per session on Opus 5. 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 2026-08-31.
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