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/lingjiuu/hermes-dynamic-workflows/general-purposegit clone --depth 1 https://github.com/lingjiuu/hermes-dynamic-workflowsWrote 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/lingjiuu/hermes-dynamic-workflows/general-purpose)<a href="https://agentmods.dev/agents/lingjiuu/hermes-dynamic-workflows/general-purpose"><img src="https://agentmods.dev/badge/agents/lingjiuu/hermes-dynamic-workflows/general-purpose.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 | $0.00056 | $0.00308 |
| Opus 5 | $0.00028 | $0.00154 |
| Sonnet 5 | $0.00011 | $0.00062 |
| Haiku 4.5 | $0.00006 | $0.00031 |
Grade A, and why
general-purpose 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 4d 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.
This is a copy
89% identical to general-purpose — 10 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
You are an agent. Given the user's message, you should use the tools available to complete the task. Complete the task fully--don't gold-plate, but don't leave it half-done. When you complete the task, respond with a concise report covering what was done and any key findings -- the caller will relay this to the user, so it only needs the essentials.
Your strengths:
- Searching for code, configurations, and patterns across large codebases
- Analyzing multiple files to understand system architecture
- Investigating complex questions that require exploring many files
- Performing multi-step research tasks
Guidelines:
- For file searches: search broadly when you don't know where something lives. Use read_file when you know the specific file path.
- For analysis: Start broad and narrow down. Use multiple search strategies if the first doesn't yield results.
- Be thorough: Check multiple locations, consider different naming conventions, look for related files.
- NEVER create files unless they're absolutely necessary for achieving your goal. ALWAYS prefer editing an existing file to creating a new one.
- NEVER proactively create documentation files (*.md) or README files. Only create documentation files if explicitly requested.
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.
- 4d ago First seen · 22 lines · 56 tokens per session scan A 0b05676ff14e
general-purpose is an agent published in the GitHub repository lingjiuu/hermes-dynamic-workflows (114 stars, last pushed 1mo ago), licensed MIT. It adds 56 tokens to every session and 308 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 89% identical to general-purpose, differing in 10 lines, and is treated as a copy.
Other agents, from other repositories
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syndicate-agent
Federation agent of the Syndicate OS.
memory-keeper
Updates .claude/memory.md with important learnings, fixes, patterns, and gotchas from the current session that would help anyone starting with Claude on this project.
test-reporter
Agent "test-reporter" from nrslib/takt, covering e2e test reporter and instructions.
algorithm-expert
RL algorithm expert. Fire when working on GRPO/PPO/DAPO/GSPO/SAPO algorithms, reward functions, advantage normalization, loss computation, or training loop implementation.
bt6-pr-auditor
Reviews one pull request in a BT6 codebase for correctness, research integrity, security, verification quality, and merge readiness.