Borrowing it
Nothing to install: this file belongs to radimsem/remindb. 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/radimsem/remindb/dev/.claude/skills/add-fuzz-target/SKILL.mdgit clone --depth 1 https://github.com/radimsem/remindbWrote 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/radimsem/remindb/add-fuzz-target)<a href="https://agentmods.dev/skills/radimsem/remindb/add-fuzz-target"><img src="https://agentmods.dev/badge/skills/radimsem/remindb/add-fuzz-target.svg" alt="Measured on agentmods" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Excessive Agency · line 112 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
- medium Agent Snooping · line 121 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
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 | $0.00087 | $0.01783 |
| Opus 5 | $0.00044 | $0.00892 |
| Sonnet 5 | $0.00017 | $0.00357 |
| Haiku 4.5 | $0.00009 | $0.00178 |
Grade A, and why
add-fuzz-target 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 8d 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.
Add a fuzz target
remindb fuzzes parser, query, transformer, compiler, and temperature code. The fuzz harness is whatever Go's testing.F gives you — there's no project-specific framework — but the seed-corpus discipline is project convention worth getting right. scripts/fuzz.sh auto-discovers any Fuzz* function via go test -list='^Fuzz', so naming your function FuzzXxx is the only registration needed.
Where it lands
Two files at most.
| File | What changes |
|---|---|
pkg/<package>/fuzz_test.go |
New file or extend existing — FuzzXxx(f *testing.F) |
pkg/<package>/testdata/fuzz/<FuzzXxx>/ |
Auto-managed by Go fuzz; commit any minimization corpus crashes find here |
If pkg/<package>/fuzz_test.go already exists (it does for parser, query, transformer, compiler, temperature), append; don't make a second file.
The function shape
Mirror pkg/parser/fuzz_test.go and pkg/temperature/fuzz_test.go. The shape is uniform:
func FuzzExample(f *testing.F) {
// Seed corpus — see "Seed selection" below.
f.Add(input1, input2)
// ... more f.Add lines, each one shape ...
f.Fuzz(func(t *testing.T, input1 T1, input2 T2) {
result, err := YourFunc(input1, input2)
// Invariants — see "Invariant assertions" below.
if err != nil {
return // errors are fine; panics are not
}
if !invariantHolds(result) {
t.Errorf("invariant violated: ...")
}
})
}
Two rules:
- Function name
FuzzXxx.scripts/fuzz.shgreps for^Fuzzingo test -listoutput. Anything else is invisible. - One target per logical surface. Don't multiplex two unrelated functions into one fuzz target — Go's fuzzer mutates the input tuple as a unit, so combined targets dilute coverage.
Seed selection — the discipline
A fuzz seed says "this is a shape worth starting from." The fuzzer mutates from there. The point isn't to enumerate all valid inputs; it's to give the mutator a head start on every category of structural variation. Aim for one seed per shape:
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.
- 8d ago First seen · 123 lines · 87 tokens per session scan A bc602a846e0e
add-fuzz-target is a skill published in the GitHub repository radimsem/remindb (125 stars, last pushed 1mo ago), licensed MIT. It adds 87 tokens to every session and 1,783 once invoked, about $0.0004 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.
Other skills, from other repositories
gograph
Go repository intelligence for Claude Code. Use when reading, navigating, editing, reviewing, or refactoring a Go codebase. Exposes 64 query, analysis, and workflow capabilities through the local gograph MCP server, including bounded first-call exploration, AST-aware call graphs, blast-radius analysis, impact, and…
go-127
What changed in Go 1.27 (released August 2026) and how it changes the way Go is written in pi-go. Use this skill when writing or reviewing Go that could use a 1.27 feature, when bumping the go directive in go.mod, when a build or test behaves differently after a toolchain upgrade, or when code-guidelines-go points…
bubbletea-testing
Use this skill whenever writing tests for Bubble Tea (charmbracelet/bubbletea) TUI applications in Go. Triggers include any mention of testing Bubble Tea models, teatest, golden file testing for TUIs, testing tea.Cmd or tea.Msg, snapshot testing terminal output, or writing tests for any Go CLI/TUI that uses the Elm…
check-linters-before-commit
Before any commit, run linters, vet, tests, and build verification; do not commit until checks pass.
vite-plus-conventions
vite+ unified TypeScript toolchain conventions: the vp CLI for package/node management, oxlint/oxfmt, type-aware linting, vitest, rolldown/tsdown bundling, task caching, and migration. Load when configuring or reviewing a vite+ TypeScript toolchain.
ext-php-rs-bindings
ext-php-rs conventions for building PHP 8.2+ native extensions from a Rust core: phpclass/phpfunction macros, Zval conversion, PhpException mapping, php.ini loading, and PHPUnit testing. Load when generating or reviewing ext-php-rs PHP bindings for a Rust library.