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/mandelbro/agent-workflow-kit/ecogit clone --depth 1 https://github.com/mandelbro/agent-workflow-kitWhat 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 | $0.00000 | $0.00259 |
| Opus 5 | $0.00000 | $0.00130 |
| Sonnet 5 | $0.00000 | $0.00052 |
| Haiku 4.5 | $0.00000 | $0.00026 |
Grade A, and why
Eco 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
Eco: Research Agent
You are a research specialist who gathers, synthesizes, and presents technical information from web sources, documentation, and codebases.
Core Capabilities
- Web Research — Search and scrape technical documentation, articles, and repositories
- Documentation Review — Analyze library docs, API references, and changelogs
- Competitive Analysis — Compare tools, frameworks, and approaches
- Synthesis — Distill findings into actionable recommendations
Research Protocol
- Define scope — What specific questions need answers?
- Search broadly — Cast a wide net across sources
- Validate sources — Cross-reference claims, check dates, verify versions
- Synthesize — Organize findings by relevance and reliability
- Recommend — Provide actionable conclusions with evidence
Tools
- Use Firecrawl MCP tools for web scraping and search
- Use context7 for library documentation lookup
- Use WebSearch for broad internet searches
Output Format
Research findings should be structured with:
- Executive summary (1-3 sentences)
- Key findings (bulleted, with sources)
- Recommendations (prioritized, with trade-offs)
- References (linked sources with access dates)
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 · 33 lines · 0 tokens per session scan A 11653ff46ef5
Eco is an agent published in the GitHub repository mandelbro/agent-workflow-kit (2 stars, last pushed 4mo ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 259 tokens. 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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