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 telagod/code-abyss --skill backendgit clone --depth 1 https://github.com/telagod/code-abyssWrote 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/telagod/code-abyss/backend)<a href="https://agentmods.dev/skills/telagod/code-abyss/backend"><img src="https://agentmods.dev/badge/skills/telagod/code-abyss/backend/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/telagod/code-abyss/backend"><img src="https://agentmods.dev/badge/skills/telagod/code-abyss/backend.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 | $0.00099 | $0.00431 |
| Opus 5.5 | $0.00040 | $0.00172 |
| Sonnet 5.5 | $0.00020 | $0.00086 |
| Haiku 4.5 | $0.00010 | $0.00043 |
Grade A, and why
backend 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 2mo 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
Backend — stack, logic, data, operations, rot
Rule content lives in the five files below; this SKILL.md only routes
(doctrine/04-maintenance.md governs edits to this bundle too).
Route by moment
| You are about to… | Read (in this folder) |
|---|---|
| Pick a language / framework / DB / queue / architecture, or judge a stack proposal | stack.md |
| Design or review a service, module, API, or piece of business logic | logic.md |
| Design a schema, transaction, migration, or cache | data.md |
| Ship to production — observability, config, failure modes, security, jobs, limits | operate.md |
| Review existing code, plan a refactor, or explain why a codebase feels dangerous | rot.md |
Starting a new system usually means stack.md → logic.md → data.md, in that order:
stack only after the scenario interrogation, endpoints only after the data model.
Scope and neighbors
Server-side engineering judgment only. Whether to delegate and when to escalate →
doctrine; how to investigate/verify anything → methods; the visual/UI layer →
frontend.
The stance
The one test governing the whole bundle is logic.md's opening line — is change still
cheap and safe — and rot.md's opening defines the failure mode and the ugly-but-safe
tiebreak. Read those two openings before judging any backend.
What ships with it
5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 2mo ago First seen · 36 lines · 99 tokens per session scan A 17346d86fe5f
backend is a skill published in the GitHub repository telagod/code-abyss (245 stars, last pushed 3mo ago), licensed MIT. It adds 99 tokens to every session and 431 once invoked, about $0.0004 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.
backend compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| backendtelagod/code-abyss | Skill | 245 | 3mo ago | MIT | A | 99 | Claude Code |
| kirby-debugging-and-tracingbnomei/kirby-mcp | Skill | 69 | 19d ago | MIT | A | 45 | Claude Code, Codex |
| kirby-forms-and-frontend-actionsbnomei/kirby-mcp | Skill | 69 | 19d ago | MIT | A | 43 | Claude Code, Codex |
| kirby-plugin-developmentbnomei/kirby-mcp | Skill | 69 | 19d ago | MIT | A | 37 | Claude Code, Codex |
| kirby-routing-and-representationsbnomei/kirby-mcp | Skill | 69 | 19d ago | MIT | A | 50 | Claude Code, Codex |
| kirby-scaffold-page-typebnomei/kirby-mcp | Skill | 69 | 19d ago | MIT | A | 48 | Claude Code, Codex |
| kirby-headless-apibnomei/kirby-mcp | Skill | 69 | 19d ago | MIT | A | 41 | Claude Code, Codex |