Borrowing it
Nothing to install: this file belongs to fulminate-io/knowledge-mcp. 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/fulminate-io/knowledge-mcp/main/.claude/skills/probe-a-gate/SKILL.mdgit clone --depth 1 https://github.com/fulminate-io/knowledge-mcpWrote 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/fulminate-io/knowledge-mcp/probe-a-gate)<a href="https://agentmods.dev/skills/fulminate-io/knowledge-mcp/probe-a-gate"><img src="https://agentmods.dev/badge/skills/fulminate-io/knowledge-mcp/probe-a-gate.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 5.1 | $0.00059 | $0.01246 |
| Opus 5 | $0.00030 | $0.00623 |
| Sonnet 5 | $0.00012 | $0.00249 |
| Haiku 4.5 | $0.00006 | $0.00125 |
Grade A, and why
probe-a-gate 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 — 105 lines — stays where its author put it; the contents beside it link to each section on GitHub.
PROBE-A-GATE — proving a gate can actually catch its defect
A probe that can only say yes
A criterion reporting success is UNVERIFIED until you have shown it capable of
reporting failure. Seeing green proves nothing on its own — the green may be the
only answer it can give. Before trusting any gate, construct the state it is
supposed to reject and confirm it goes red. The shapes differ every time: a
linter handed an empty file list reports "0 issues"; a test selector matching
nothing exits 0; a grep for token= is satisfied by a token with no value; an
empty capture coerces to 0 in a numeric test. Each produces a confident green;
the check is the same for all and costs one extra run.
Both directions, then the third input
Ask of every gate: (1) does it fail if the implementer did NOTHING? (2) does it pass against CORRECT work — including the plan's own prescribed text? A gate that greps a literal your own step mandates, pins a count your prescribed text changes, or breaks a fixture your surface touches is a scheduled false failure — the more damaging direction, because its pressure is toward corrupting correct work. Then stop reasoning and RUN it, both directions.
RED PLUS GREEN IS STILL NOT SUFFICIENT: a defective gate is often correct on exactly those two inputs and wrong on a THIRD — the plausible-but-incorrect implementation an honest engineer might write. Reach for it whenever the subject is WHICH of several sibling containers holds a value: a grep proving a token is somewhere in a region proves region membership, not the intended sub-container. Construct the wrong-but-reasonable variant and run the stored command against it. When tightening by narrowing to a sub-region, check the hazard the fix creates: a region delimited by neighbouring declarations inherits an ordering dependency nothing enforces — write the required order into the step.
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 · 105 lines · 59 tokens per session scan A ca08b8df8f1d
probe-a-gate is a skill published in the GitHub repository fulminate-io/knowledge-mcp (1 stars, last pushed 2d ago), licensed Apache-2.0. It adds 59 tokens to every session and 1,246 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 2026-09-04.
Other skills, from other repositories
systematic-debugging
4-phase root cause debugging: understand bugs before fixing.
build-test
Run the project's build / typecheck / lint / test commands and emit the build.passing + tests.passing signals devloop convergence reads.
behavior-contract
Bug condition/postcondition formalization as testable Behavior Contracts. Defines invariants that must be preserved across fixes.
nw-bugfix
Bug fix workflow: root cause analysis → user review → regression test + fix via TDD.
test-first-bugs
Enforces a test-driven bug-fixing workflow. Use when a user reports a bug, failing code, an error, or asks to fix something.
refactoring-patterns
Systematic refactoring techniques, code smell elimination, pattern extraction, and legacy modernization.