GENesis-AGI: Skill for Claude Code

.claude/skills/genesis-development/SKILL.md

genesis-development is a skill for Claude Code from WingedGuardian/GENesis-AGI. It costs 115 tokens per session (6,498 once invoked), scanned A, original, MIT.

A development guide for changing Genesis, the software project itself, including its source files, runtime, and tools.

In plain words
What is it for?
Use it when fixing Genesis, adding tools or capabilities, wiring runtime components, debugging startup or bridge issues, or creating worktrees.
Why use it?
It helps prevent marking code as complete before it is connected to the running system and verified with real data.

Skill for Claude Code

Written for Claude Code: installed under .claude/. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions Claude Code.

This is WingedGuardian/GENesis-AGI's own configuration. It tells Claude Code how to work on GENesis-AGI itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything GENesis-AGI configures →

Reuse

Borrowing it

Nothing to install: this file belongs to WingedGuardian/GENesis-AGI. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/WingedGuardian/GENesis-AGI/main/.claude/skills/genesis-development/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/WingedGuardian/GENesis-AGI

Made for: Claude Code.

Wrote 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.

agentmods badge for genesis-development

README.md
[![agentmods](https://agentmods.dev/badge/skills/wingedguardian/genesis-agi/genesis-development/github.svg)](https://agentmods.dev/skills/wingedguardian/genesis-agi/genesis-development)
Your own site
<a href="https://agentmods.dev/skills/wingedguardian/genesis-agi/genesis-development"><img src="https://agentmods.dev/badge/skills/wingedguardian/genesis-agi/genesis-development/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.

agentmods 80×15 button for genesis-development

Your own site · 80×15
<a href="https://agentmods.dev/skills/wingedguardian/genesis-agi/genesis-development"><img src="https://agentmods.dev/badge/skills/wingedguardian/genesis-agi/genesis-development.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 115 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,498 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 6 findings, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Privilege Escalation · line 1779
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • medium Rogue Agent · line 6
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 1927
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 1927
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Rogue Agent · line 92
    Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.
    Fix: Remove any persistence mechanisms (cron jobs, startup scripts, state files). Skills should not maintain state across sessions without explicit user consent.
  • medium Output Handling · line 217
    Output size or generation rate is not bounded. Unbounded output enables denial-of-service through resource exhaustion, log flooding, or context-window stuffing.
    Fix: Set explicit limits on output length, generation count, and rate. Use max_tokens and truncation to prevent unbounded output.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00115 $0.06498
Opus 5.5 $0.00046 $0.02599
Sonnet 5.5 $0.00023 $0.01300
Haiku 4.5 $0.00012 $0.00650

Measured 2d ago against content hash 1f93be35d42f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

genesis-development 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.

.claude/skills/genesis-development/SKILL.md · 419 lines

How it starts

The opening of the file, as written. The whole thing — 419 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Load Gate

Before reading any reference, confirm the task is Genesis-development, not Genesis-as-tool. If uncertain, ask the user: "Are we modifying Genesis itself, or using Genesis for something else?"

Which session are you? Load that skill now

This is the shared core. Each session type has its own skill: load it with the Skill tool, or Read its file if this text reached you by injection.

  • Spec, shaping a change before anyone plans it: spec-session (.claude/skills/spec-session/SKILL.md).
  • Build, one item from Ready to its open PR, including rework from a send-back spec: build-session (.claude/skills/build-session/SKILL.md).
  • Close, driving open PRs to merge and fixing their review findings: closing-session (.claude/skills/closing-session/SKILL.md).
  • Validate, post-merge verification, deploy and E2E: validating-merges (.claude/skills/validating-merges/SKILL.md).

Decide from the owner's words, the task's shape, or the dispatcher's prompt; none fits (debugging the runtime, a one-off fix)? Load build-session. Two types (spec, then build) load both, in order. Build and close sessions Read .claude/skills/genesis-development/references/commit-path.md before their first commit.

On-Load Mindset

Internalize these immediately when this skill fires — they shape how to work from the start, not just what to check before commit.

PR readiness and mode

Finish the work and clear blockers to entering review BEFORE opening a PR. Complete the implementation, required local review, and verification required before publication. If unfinished work or an unresolved prerequisite prevents normal review from proceeding, keep the change local, resolve the blocker, and then open its PR. A draft PR is not a place to park incomplete or blocked work.

A session opens every PR in regular, non-draft mode. Never create a PR with --draft. The exception is the runtime's own automated openers, which open drafts by design: the executor's build lane (autonomy/executor/pr_open.py) and the contribution opener (contribution/pr_opener.py).

Read the full file on GitHub · 419 lines

Changes

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.

  1. 2d ago Changed · +2 lines 1f93be35d42f
  2. 3d ago Changed · -2,376 lines 098644cc00c9
  3. 1mo ago Changed · +157 lines 66450054e022
  4. 1mo ago Changed · +213 lines 4465ef7fea91
  5. 1mo ago Changed · +73 lines 4a624e5f5807
  6. 1mo ago Changed · +84 lines aa672fa4fd14
  7. 1mo ago Changed · +390 lines 83be0306de6f
  8. 1mo ago Changed · +55 lines 4bbe9bfdc0d7
  9. 1mo ago Changed · +91 lines d5e917f6a06c
  10. 1mo ago First seen · 1,730 lines · 115 tokens per session scan A 05e86ed774b7

Subscribe to this mod's changes

genesis-development is a skill published in the GitHub repository WingedGuardian/GENesis-AGI (99 stars, last pushed today), licensed MIT. It adds 115 tokens to every session and 6,498 once invoked, about $0.0005 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.

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