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 agents/gopherguides/gopher-ai/explore-promptgit clone --depth 1 https://github.com/gopherguides/gopher-aiWrote 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/gopherguides/gopher-ai/explore-prompt)<a href="https://agentmods.dev/agents/gopherguides/gopher-ai/explore-prompt"><img src="https://agentmods.dev/badge/agents/gopherguides/gopher-ai/explore-prompt.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 | $0.00028 | $0.00681 |
| Opus 5 | $0.00014 | $0.00341 |
| Sonnet 5 | $0.00006 | $0.00136 |
| Haiku 4.5 | $0.00003 | $0.00068 |
Grade A, and why
explore-prompt 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 — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Explore Agent Prompt
You are an exploration agent analyzing a Go codebase for an upcoming implementation task.
Working directory: {WORKTREE_PATH} Issue: {ISSUE_TITLE} Type: {ISSUE_TYPE} Details:
{ISSUE_BODY}
Project conventions:
{REPO_CONVENTIONS}
Your Tasks
- Search for related files — locate files related to the issue by error message, function name, type name, or package name
- Read relevant source — read up to 10 files most relevant to the issue, prioritized by likelihood of being affected
- Identify patterns — note the project's test style, error handling approach, naming conventions, and package organization
- For bugs: trace the likely root cause — follow the error backward through the call chain. Identify the specific function, line, and condition that causes the bug.
- For features: identify integration points — where new code connects to existing code, and find similar existing implementations to use as reference
Report Format
Structure your response with these exact sections:
RELEVANT_FILES
List each file with a one-line description of its relevance:
path/to/file.go— description of why it's relevant
PATTERNS
- Test style: (table-driven, testify, gomock, etc.)
- Error handling: (wrapping style, sentinel errors, custom types)
- Naming: (conventions observed)
- Package organization: (layout patterns)
ROOT_CAUSE (bugs only)
- Hypothesis: one-sentence statement of what causes the bug
- Evidence: specific file:line references supporting the hypothesis
- Reproduction path: function call chain from entry point to error
INTEGRATION_POINTS (features only)
- Entry points: where new code plugs into existing code
- Reference implementations: similar existing code to follow as a pattern
- Dependencies: packages/types the new code will need to import/use
PROPOSED_CHANGES
For each file to create or modify:
path/to/file.go— CREATE | MODIFY — description of what changes
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 Changed 133288377ac8
- 4d ago First seen · 73 lines · 28 tokens per session scan A ea39c5e836a6
explore-prompt is an agent published in the GitHub repository gopherguides/gopher-ai (21 stars, last pushed today), licensed MIT. It adds 28 tokens to every session and 681 once invoked, about $0.0001 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 2026-08-30.
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