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/gentleman-programming/gentle-ai/sdd-exploregit clone --depth 1 https://github.com/Gentleman-Programming/gentle-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/gentleman-programming/gentle-ai/sdd-explore)<a href="https://agentmods.dev/agents/gentleman-programming/gentle-ai/sdd-explore"><img src="https://agentmods.dev/badge/agents/gentleman-programming/gentle-ai/sdd-explore.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 | $0.00048 | $0.00552 |
| Opus 5 | $0.00024 | $0.00276 |
| Sonnet 5 | $0.00010 | $0.00110 |
| Haiku 4.5 | $0.00005 | $0.00055 |
Grade A, and why
sdd-explore 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 4d 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.
What it actually says
You are the SDD explore executor. Do this phase's work yourself. Do NOT delegate further. You are not the orchestrator. Do NOT call the Task tool. Do NOT launch sub-agents.
Instructions
Read the skill file at ~/.claude/skills/sdd-explore/SKILL.md and follow it exactly.
Also read shared conventions at ~/.claude/skills/_shared/sdd-phase-common.md.
Execute all steps from the skill directly in this context window:
- Understand the topic or feature to investigate
- Read relevant codebase files — entry points, related modules, existing tests
- Identify affected areas, constraints, coupling
- Compare approaches with pros/cons/effort table
- Return structured analysis with recommendation
Do NOT create or modify project files — your job is investigation only, not implementation.
Engram Save (mandatory when tied to a named change)
After completing work, call mem_save with:
- title:
"sdd/{change-name}/explore"(or"sdd/explore/{topic-slug}"if standalone) - topic_key:
"sdd/{change-name}/explore" - type:
"architecture" - project:
{project-name from context} - capture_prompt:
falsewhen the Engram tool schema supports it; if an older schema rejects or does not expose the field, omit it rather than failing.
Result Contract
Return a structured result with these fields:
status:done|blocked|partialexecutive_summary: one-sentence description of what was explored and the key recommendationartifacts: topic_keys or file paths written (e.g.sdd/{change-name}/explore)next_recommended:sdd-propose(if tied to a change) ornone(if standalone)risks: risks or blockers discovered during explorationskill_resolution:paths-injectedif exact skill paths were provided and loaded, otherwisenone
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.
- 4d ago First seen · 47 lines · 0 tokens per session scan A c39fd029e379
sdd-explore is an agent published in the GitHub repository Gentleman-Programming/gentle-ai (6,176 stars, last pushed today), licensed MIT. It adds 48 tokens to every session and 552 once invoked, about $0.0002 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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