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 WingedGuardian/GENesis-AGI --skill researchgit clone --depth 1 https://github.com/WingedGuardian/GENesis-AGIWrote 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/wingedguardian/genesis-agi/research)<a href="https://agentmods.dev/skills/wingedguardian/genesis-agi/research"><img src="https://agentmods.dev/badge/skills/wingedguardian/genesis-agi/research/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/wingedguardian/genesis-agi/research"><img src="https://agentmods.dev/badge/skills/wingedguardian/genesis-agi/research.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00030 | $0.00313 |
| Opus 5.5 | $0.00012 | $0.00125 |
| Sonnet 5.5 | $0.00006 | $0.00063 |
| Haiku 4.5 | $0.00003 | $0.00031 |
Grade A, and why
research 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 1mo 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
Research
This legacy Tier-2 entry delegates the research method to
.claude/skills/web-research/SKILL.md. Load and follow that skill. Preserve the
structured output below when a caller requires it.
Purpose
Conduct thorough research on a topic, producing a structured summary with sources and actionable takeaways for Genesis.
When to Use
- User requests research on a topic.
- A blocker requires understanding an unfamiliar domain.
- Surplus compute is available and a research task is queued.
- An evaluation identified a WATCH or ADOPT item needing deeper analysis.
Output Format
topic: <research question>
date: <YYYY-MM-DD>
summary: <3-5 sentence overview>
key_findings:
- finding: <finding>
confidence: high | medium | low
source: <source reference>
action_items:
- <concrete next step>
open_questions:
- <what remains unknown>
References
docs/architecture/genesis-v3-vision.md— For relevance filteringdocs/architecture/CURRENT.md— the live subsystem map (what Genesis has today, with freshness stamps); consult before claiming a gap. Enumerate, don't spot-check.
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.
- 1mo ago Changed · -8 lines 138a1f5338b8
- 1mo ago First seen · 57 lines · 30 tokens per session scan A add666ee4d6f
research is a skill published in the GitHub repository WingedGuardian/GENesis-AGI (99 stars, last pushed today), licensed MIT. It adds 30 tokens to every session and 313 once invoked, about $0.0001 per session on Opus 5.5. 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 skills, from other repositories
search
Unified academic paper search, citation chains, paper download (arXiv LaTeX/PDF, Sci-Hub), figure extraction from papers, LaTeX source reading, BibTeX fetching, web search, and browser automation for Cloudflare-protected sites (PRL, Science, Nature, Google Scholar).
qec-construct
Verifier-in-the-loop CONSTRUCTION of quantum error-correcting codes with transversal non-Clifford gates (CCZ/T). Applies whenever the project goal is a new or better code/construction — INCLUDING search-phrased goals ("find codes beating X"), where the construct-loop (propose algebraic rule → qverify → debug) is the…
memory
Cross-project research memory. Deep-dive past projects' notes and record corrections across all Luxas research projects.
paper-figures
Extract figures from downloaded papers and include them in survey/review reports. Use when the report covers other groups' work and benefits from their architecture diagrams, experimental plots, or system schematics. Your brain prompt supplies the absolute path to the extract-figures script as {{EXTRACTFIGURES}} — use…
compute-methods
Friction sheets for field-standard computational tools and simulators (frictions, smoke tests, how to measure a saved model). Injected at spawn time.
brain-ai-memory
Save, correct and recall project facts, exact state and session handoffs through Brain-AI Memory MCP when it is connected, or set up a project-local connection when requested.