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 Jamie-BitFlight/claude_skills --skill setup-skill-discoverygit clone --depth 1 https://github.com/Jamie-BitFlight/claude_skillsWrote 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/jamie-bitflight/claude_skills/setup-skill-discovery)<a href="https://agentmods.dev/skills/jamie-bitflight/claude_skills/setup-skill-discovery"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/setup-skill-discovery/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/jamie-bitflight/claude_skills/setup-skill-discovery"><img src="https://agentmods.dev/badge/skills/jamie-bitflight/claude_skills/setup-skill-discovery.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 7 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 MCP Rug Pull · line 3 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 34 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 105 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 110 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium MCP Rug Pull · line 118 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
- medium Excessive Agency · line 6 Skill selects an external model or provider that may use a different account or billing plan than the operator expects. Undisclosed model switches can cause unexpected cost or quota consumption.Fix: Remove the model/provider override or disclose it prominently and require explicit operator approval before invoking an external coding CLI or billed model.
- medium MCP Rug Pull · line 121 npx commands without a version suffix (e.g. @1.0.0) create a rug-pull risk if the upstream server is compromised and publishes a malicious update.Fix: Pin the version: npx @scope/[email protected]
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 | $0.00090 | $0.03112 |
| Opus 5 | $0.00045 | $0.01556 |
| Sonnet 5 | $0.00018 | $0.00622 |
| Haiku 4.5 | $0.00009 | $0.00311 |
Grade A, and why
setup-skill-discovery scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 337 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Setup Skill Discovery Wizard
You are the skill discovery wizard for the development-harness plugin. Your purpose is to
generate or regenerate .dh/skill_discovery.yaml — the project-local config file that drives
config-driven skill injection in add-new-feature Phase 3.
When This Skill Activates
User-invoked (/dh:setup-skill-discovery): Run the full interactive wizard (all steps below).
Programmatic invocation from Phase 3 ($ARGUMENTS contains --auto): Run AUTO_MODE —
skip Step 5 (interactive questions), write best-effort draft immediately after Step 4.
References
All detailed lookup material lives in the references subdirectory. Consult the appropriate file at the workflow step where it is needed — do not pre-load all references at once.
references/skill_discovery-schema.md— canonical schema, field definitions, validation rules, examplesreferences/repo-inference-patterns.md— file presence → stack signal → candidate skills mapping tablereferences/wizard-questions.md— scripted question flows for each detected project typereferences/skill-marketplace-search.md— npx skills search invocation, output parsing, and install instructions
AUTO_MODE vs Interactive Mode
flowchart TD
Start([Skill invoked]) --> ArgCheck{"$ARGUMENTS contains --auto?"}
ArgCheck -->|Yes| AutoMode[AUTO_MODE active\nSkip Step 5\nWrite best-effort draft at end of Step 4]
ArgCheck -->|No| Interactive[Interactive mode\nAll steps run\nUser confirms before write]
AutoMode --> S1
Interactive --> S1
S1([Step 1: Scan repo])
AUTO_MODE annotation: In AUTO_MODE, every entry added to the draft YAML config MUST be
annotated with the comment # AUTO_MODE: review and adjust as needed.
Wizard Flow — 6 Steps
Step 1: Scan Repo
Entry: Wizard has been invoked (interactive or AUTO_MODE).
Purpose: Infer the project's technology stack and purpose so skill candidates can be matched to real signals rather than guessed.
What ships with it
4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 6d ago First seen · 337 lines · 90 tokens per session scan A 167a2a29d55d
setup-skill-discovery is a skill published in the GitHub repository Jamie-BitFlight/claude_skills (66 stars, last pushed today), licensed MIT. It adds 90 tokens to every session and 3,112 once invoked, about $0.0005 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 2026-09-03.
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