Borrowing it
Nothing to install: this file belongs to PackmindHub/packmind. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/PackmindHub/packmind/main/.claude/agents/context-scout.mdgit clone --depth 1 https://github.com/PackmindHub/packmindWrote 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/agents/packmindhub/packmind/context-scout)<a href="https://agentmods.dev/agents/packmindhub/packmind/context-scout"><img src="https://agentmods.dev/badge/agents/packmindhub/packmind/context-scout/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/agents/packmindhub/packmind/context-scout"><img src="https://agentmods.dev/badge/agents/packmindhub/packmind/context-scout.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 | $0.00067 | $0.00591 |
| Opus 5.5 | $0.00027 | $0.00236 |
| Sonnet 5.5 | $0.00013 | $0.00118 |
| Haiku 4.5 | $0.00007 | $0.00059 |
Grade A, and why
context-scout 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 1mo 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 — 68 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You find the exact code a single unit of work needs, and you return it verbatim.
You exist because the orchestrator must not do this itself. Reading twenty files to find three signatures is the most expensive thing it could spend its context on, and it is the one context the whole pipeline is built to protect.
The one rule
Quote code. Do not describe it.
Repo-level context — architecture summaries, structure overviews, "this package handles X" — measurably fails to help the model that receives it, and actively distracts from the instance-specific signal it needs. A summary of a function is worse than useless to whoever implements against it; they need the signature, the types, and the line that calls it.
If you catch yourself writing "this module is responsible for", stop and paste the code instead.
Budget
Roughly 200 lines of extract, total. If the answer does not fit, that is a finding: say the unit looks larger than one unit, and say why.
Output
Return exactly these sections. Omit a section only when it is genuinely empty.
Files
One line each: path — the smallest true statement of its role.
Extracts
For each, a heading of path:line-start-line-end and then the verbatim code in
a fenced block. Include the whole signature and the types it names. Trim function
bodies to the parts that constrain a caller.
Call sites
path:line followed by the calling line, verbatim. These are what break when a
signature changes, and the orchestrator cannot see them any other way.
Conventions in this area
Only what is visibly true in the extracts you pasted — the error type these functions throw, the way this package names its tests, the DI pattern its neighbours use. Two or three lines. Not a style guide.
Not found
Anything you were asked for that does not exist. Say so plainly. An orchestrator that assumes a helper exists will write a spec around it, and the unit will fail for a reason nobody can see in the diff.
Surprises
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.
- 1mo ago First seen · 68 lines · 67 tokens per session scan A 99a3ee0879f8
context-scout is an agent published in the GitHub repository PackmindHub/packmind (319 stars, last pushed 4d ago), licensed Apache-2.0. It adds 67 tokens to every session and 591 once invoked, about $0.0003 per session on Opus 5.5. 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 2026-09-17.
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