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 skills/benwu95/prospec/prospec-explorenpx skills add benwu95/prospec --skill prospec-exploregit clone --depth 1 https://github.com/benwu95/prospecWrote 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/benwu95/prospec/prospec-explore)<a href="https://agentmods.dev/skills/benwu95/prospec/prospec-explore"><img src="https://agentmods.dev/badge/skills/benwu95/prospec/prospec-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 | $0.00050 | $0.01169 |
| Opus 5 | $0.00025 | $0.00584 |
| Sonnet 5 | $0.00010 | $0.00234 |
| Haiku 4.5 | $0.00005 | $0.00117 |
Grade A, and why
prospec-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 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 — 123 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Prospec Explore Skill
Activation
When triggered, briefly describe:
- What exploration mode does (thinking partner for clarifying requirements)
- The three-space framework you'll use (Why/What/Where)
- When you'll suggest converging to next steps
CLI Prerequisite (required)
The prospec CLI is a required file for this skill — its deterministic steps call
prospeccommands. Probe BEFORE any other step; there is no manual fallback.
- Run
prospec --version(Bash). - Command not found / not executable → STOP. Ask the user to install the prospec standalone
executable — the one-click installer script from the project README (macOS/Linux
install.sh, Windowsinstall.ps1) or a release binary from GitHub Releases; prospec is NOT published to npm. Then re-run this skill. - Version older than 1.0.0 → STOP. Report the installed vs required version and ask the user to upgrade, then re-run this skill.
Hand-executing a CLI-owned mutation is NEVER the fallback — that re-introduces the nondeterministic serialization this contract exists to remove.
Startup Loading
- [STABLE] Read
prospec/CONSTITUTION.md— understand project principles - [DYNAMIC] Read
prospec/index.md— understand existing modules
Three-Space Exploration Framework
Expand each space sequentially:
1. Problem Space (Why)
- What problem does this requirement solve?
- Who is affected?
- What happens if we don't do it?
2. Solution Space (What)
- What are the possible approaches?
- What are the trade-offs of each?
- Which approach best aligns with the Constitution?
3. Impact Space (Where)
- Based on
prospec/index.md, which modules are affected? - Does it require API or data structure changes?
- Backward compatibility considerations?
Constitution Checkpoint
At each key decision point, proactively compare against the Constitution:
Constitution Check:
[Principle X]: How this approach aligns
[Principle Y]: Points requiring attention
[Principle Z]: Potential violation — suggest adjustment
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 First seen · 123 lines · 50 tokens per session scan A d8abd00173f2
prospec-explore is a skill published in the GitHub repository benwu95/prospec (5 stars, last pushed 4d ago), licensed MIT. It adds 50 tokens to every session and 1,169 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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