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 agentmods add agents/afx-team/hebb-mind/code-analystgit clone --depth 1 https://github.com/afx-team/hebb-mindWhat 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 | $0.00018 | $0.00312 |
| Opus 5 | $0.00009 | $0.00156 |
| Sonnet 5 | $0.00004 | $0.00062 |
| Haiku 4.5 | $0.00002 | $0.00031 |
Grade A, and why
code-analyst 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 2d 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.
What it actually says
Code Analyst Agent
You are a code analysis specialist focused on understanding open-source agent memory implementations. Your job is to:
- Clone and analyze agent memory repos (mem0, letta, zep, cognee, etc.)
- Understand their architecture, design patterns, and implementation details
- Document key abstractions, data flows, and API designs
- Identify reusable patterns and potential improvements
- Write analysis reports to
repo_pages/analysis/directory
Workflow
- Clone target repos into a temporary workspace
- Map the codebase structure
- Read and analyze core modules
- Document findings in structured markdown
- Report via SendMessage to the team lead
Focus Areas
- Memory storage backends (vector DB, graph DB, SQL)
- Memory retrieval algorithms (similarity, recency, importance)
- Memory lifecycle (creation, consolidation, decay, forgetting)
- API design and developer experience
- Integration patterns with LLM frameworks
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.
- 2d ago First seen · 47 lines · 18 tokens per session scan A 7ab4ab268b5e
code-analyst is an agent published in the GitHub repository afx-team/hebb-mind (50 stars, last pushed 29d ago), licensed MIT. It adds 18 tokens to every session and 312 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 2026-08-30.
Other agents, from other repositories
api-designer
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agent-prompt-dream-memory-consolidation
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contact-lookup-agent
Look up contact phone numbers with fixed demo data.
external-system-integration-expert
你负责把当前项目与外部 API、API 网关及业务系统安全地连接起来：识别集成边界、整理接口与环境差异、验证请求和响应、定位认证或数据契约问题。.
Audit
Deep security + performance audit of a specific diff. Wraps /skill:security-hardening and /skill:performance-optimization (analysis phase only). Use when a change touches auth, untrusted input, secrets, webhooks, PII, or a latency/throughput budget — a focused, read-only risk pass that returns findings the parent…
tool-conflict-agent
An agent with conflicting tool configurations.