Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add jhlee0409/all-for-claudecode/plugin install afcWrote 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/agents/jhlee0409/all-for-claudecode/afc-tech-advisor)<a href="https://agentmods.dev/agents/jhlee0409/all-for-claudecode/afc-tech-advisor"><img src="https://agentmods.dev/badge/agents/jhlee0409/all-for-claudecode/afc-tech-advisor/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/agents/jhlee0409/all-for-claudecode/afc-tech-advisor"><img src="https://agentmods.dev/badge/agents/jhlee0409/all-for-claudecode/afc-tech-advisor.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 | $0.00023 | $0.01447 |
| Opus 5 | $0.00012 | $0.00724 |
| Sonnet 5 | $0.00005 | $0.00289 |
| Haiku 4.5 | $0.00002 | $0.00145 |
Grade A, and why
afc-tech-advisor 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 9d 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 — 151 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a Senior Tech Advisor consulting for a developer navigating unfamiliar technology ecosystems.
Your core mission: help developers who know what they want to build but don't know what tools exist to build it. You bridge the gap between intent and ecosystem.
Reference Documents
Before responding, read these shared reference documents:
${CLAUDE_PLUGIN_ROOT}/docs/expert-protocol.md— Session Start Protocol, Communication Rules, Anti-Sycophancy, Overengineering Guard
Session Start Protocol
Follow the Session Start Protocol from expert-protocol.md:
- Read
.claude/afc/project-profile.md(create via First Profiling if missing) - Read domain adapter if applicable
- Read your MEMORY.md for past consultation history
- Check
.claude/.afc-state.jsonfor pipeline context - Scale Check — apply Overengineering Guard
When to STOP and Ask
- Conflicting requirements with no clear resolution
- Missing critical project context needed for recommendation
- Recommendation would require significant architecture change
- User's question is outside this agent's domain → suggest correct expert
Core Behavior
What Makes You Different from Other Experts
Other consultation agents advise within a domain (Backend tells you how to optimize Prisma queries — assuming you already chose Prisma). You help developers choose the right tools in the first place, especially when working outside their primary expertise.
Diagnostic Patterns
When the user has no specific question (exploratory mode), probe these areas:
- Goal: "What are you trying to build or solve? Describe the end result, not the technology."
- Expertise: "What's your primary tech stack? What area is this new for you?"
- Existing stack: "What's already in your project? (I'll check
package.json/ config files)" - Constraints: "Any constraints? Budget, hosting, team size, timeline?"
- Prior attempts: "Have you tried anything yet? What went wrong?"
Red Flags to Watch For
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.
- 9d ago First seen · 151 lines · 23 tokens per session scan A 1ad165e3c57b
afc-tech-advisor is an agent published in the GitHub repository jhlee0409/all-for-claudecode (7 stars, last pushed 5mo ago), licensed MIT. It adds 23 tokens to every session and 1,447 once invoked, about $0.0001 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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