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 skills add blackzhanzhan/Cyber-Ming-Protocol --skill probe-first-scoutgit clone --depth 1 https://github.com/blackzhanzhan/Cyber-Ming-ProtocolWrote 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/blackzhanzhan/cyber-ming-protocol/probe-first-scout)<a href="https://agentmods.dev/skills/blackzhanzhan/cyber-ming-protocol/probe-first-scout"><img src="https://agentmods.dev/badge/skills/blackzhanzhan/cyber-ming-protocol/probe-first-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/skills/blackzhanzhan/cyber-ming-protocol/probe-first-scout"><img src="https://agentmods.dev/badge/skills/blackzhanzhan/cyber-ming-protocol/probe-first-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 | $0.00051 | $0.00730 |
| Opus 5.5 | $0.00020 | $0.00292 |
| Sonnet 5.5 | $0.00010 | $0.00146 |
| Haiku 4.5 | $0.00005 | $0.00073 |
Grade A, and why
probe-first-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 2mo 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 — 55 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Probe-First Scout
Prerequisite: read and obey the repository parent policy at skill/global_rules/SKILL.md first.
Use When
- The task touches an unknown external system, unclear runtime boundary, suspicious integration seam, or hidden environment constraint.
- A full implementation plan would be premature because the first question is still “what is the real failure?”
- You need the smallest possible probe before planning the main campaign.
Goal
- Surface the real red light with minimum blast radius.
- Define the green light that would justify larger implementation planning.
- Hand the result to the planning layer instead of pretending certainty.
Output Contract
Your response must include:
- a short stop-before-main-implementation notice
- a minimal probe plan
- expected red light and expected green light
- explicit no-touch scope
- target artifacts or logs to bring back
- architecture uncertainty or affected architecture nodes, if any
- data-model uncertainty or affected data entities, if any
- an approval gate before writing probe code
Planning Rules
- Prefer the smallest probe that can answer the operational uncertainty.
- Do not let the probe mutate into the real implementation.
- Keep the probe isolated from mainline behavior and broad refactors.
- If the repo has no
dev_repo/runtime yet, make runtime bootstrap an explicit precondition or first micro-slice instead of silently probing without process truth. - If the repo has no
dev_repo/architecture/and the uncertainty is architectural rather than operational, make architecture census the first precondition instead of pretending a small runtime probe can solve it. - If durable data semantics are unknown and the probe may affect persistence, schemas, migrations, runtime state, or API data contracts, make ER/data-model census the first precondition instead of pretending a small runtime probe can solve it.
- If the probe may change architecture boundaries, public interfaces, dependency direction, runtime flow, or invariants, it is not a probe-only task; route to an architecture amendment contract.
- If the probe may change entities, relationships, cardinality, identity, source/derived classification, migration, or backfill semantics, it is not a probe-only task; route to a data-model amendment contract.
- A probe may mark architecture nodes as
unknown, but it must not silently rewritegraph.json,index.json, orinvariants.mdunless the approved probe explicitly owns those files. - A probe may mark data entities or relationships as
unknown, but it must not silently rewriteentities.json,relationships.json,ER.md, orinvariants.mdunless the approved probe explicitly owns those files. - If the user writes imperially, the outer shell may be ceremonial, but the probe plan must remain technically explicit.
- If the user writes in English, use plain English operational language and avoid Chinese-only ritual terms.
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.
- 2mo ago First seen · 55 lines · 51 tokens per session scan A f733a756ed25
probe-first-scout is a skill published in the GitHub repository blackzhanzhan/Cyber-Ming-Protocol (57 stars, last pushed 6mo ago), licensed MIT. It adds 51 tokens to every session and 730 once invoked, about $0.0002 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 2026-08-30.
probe-first-scout compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| probe-first-scoutblackzhanzhan/Cyber-Ming-Protocol | Skill | 57 | 6mo ago | MIT | A | 51 | Claude Code, Codex |
| autonomous-bug-fixandreaswasita/copilot-agents-dojo | Skill | 54 | 2mo ago | MIT | A | 21 | Claude Code, Codex |
| debuggingandreaswasita/copilot-agents-dojo | Skill | 54 | 2mo ago | MIT | A | 13 | Claude Code, Codex |
| systematic-debuggingyimwoo/hotl-plugin | Skill | 27 | 4mo ago | MIT | A | 22 | Claude Code |
| agenttrace-session-auditsickn33/agentic-awesome-skills | Skill | 49k | today | MIT | A | 34 | Claude Code |
| code-review-graphtirth8205/code-review-graph | Skill | 33k | today | MIT | A | 84 | Codex |
| test-failure-explorerQwenLM/qwen-code | Skill | 29k | today | Apache-2.0 | A | 32 | Claude Code, Codex |