DQIII8: Instructions file for Claude Code

CLAUDE.md

DQIII8 CLAUDE.md is an instructions file for Claude Code from senda-labs/DQIII8. It costs 1,324 tokens per session, scanned C, original, MIT.

Architecture instructions for DQIII8, an automated system that classifies requests, finds relevant knowledge, chooses a model, performs actions, and stores history. It can be used through Telegram or command-line tools.

In plain words
What is it for?
Use them when changing request routing, model tiers, databases, action logging, hooks, skills, agents, or the system's memory and execution flow.
Why use it?
They document the request pipeline, model-selection rules, databases, and required logging paths so changes do not bypass the system's operational rules.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: reads .claude/ paths; mentions CLAUDE.md; mentions Claude Code.

This is senda-labs/DQIII8's own configuration. It tells Claude Code how to work on DQIII8 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 DQIII8 configures →

Reuse

Borrowing it

Nothing to install: this file belongs to senda-labs/DQIII8. 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/senda-labs/DQIII8/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/senda-labs/DQIII8

Made for: Claude Code.

Wrote this? Show the measurements

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README.md
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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.

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Per session 1,324 This file is loaded in full into every session.
When invoked 1,324 The same file — it is already loaded in full.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
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 $0.01324 $0.01324
Opus 5.5 $0.00530 $0.00530
Sonnet 5.5 $0.00265 $0.00265
Haiku 4.5 $0.00132 $0.00132

Measured 1mo ago against content hash 748da40acff3, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

DQIII8 CLAUDE.md scanned grade C with 1 finding 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.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

- Acción destructiva/irreversible (DROP, cambio de schema en vivo, `rm -rf` de datos) → STOP,
CLAUDE.md · 73 lines

How it starts

The opening of the file, as written. The whole thing — 73 lines — stays where its author put it; the contents beside it link to each section on GitHub.

DQIII8 — Working Charter

Autonomous AI orchestration engine (VPS, SSH-only). Enfoque, metodología y exigencias viven aquí. Estado del sistema (DBs, excepciones puntuales, backups) vive en docs/ARCHITECTURE.md. Comportamiento base siempre cargado: .claude/rules/00_core_behavior.md — este fichero no lo repite, solo añade lo que ese no cubre.

Enfoque — Enterprise-Grade Bar

  • Verifica el artefacto final real (servicio desplegado, respuesta de API, DOCX entregable, fila de DB) — tests y logs no cuentan como verificación.
  • Si algo no se pudo verificar (p.ej. UI sin navegador disponible), dilo explícitamente. Nunca reportes éxito sin haberlo comprobado.
  • El listón es corrección verificada, no volumen: no autoriza a exceder el alcance pedido (Priority Ladder, 00_core_behavior.md).
  • Un error que se repite exige una comprobación estructural que bloquee la entrega hasta resolverse — no un parche puntual.

Metodología — lo que no cubre 00_core_behavior.md

  • Una ronda de aclaración afilada vale más que varios ciclos de corrección: si el prompt no fija objetivo + alcance + listón de "hecho", pregunta antes de iterar.
  • Feature nueva no trivial → /speckit antes de entrar en modo plan (.claude/rules_db/dqiii8-speckit.md).
  • Cost-first: el tier más barato capaz. Estado vigente de qué proveedor está operativo hoy no se fija aquí (cambia) — 00_core_behavior.md § REGLA NIM es la SSOT siempre cargada.

Protocolos de ejecución

  • Plan ≤5 pasos, sin acciones destructivas → ejecuta autónomo, notifica después.
  • Plan toca ≥3 módulos O alcance ambiguo → modo plan primero, espera confirmación, luego /panel-review <plan-file> (veredicto asesor, no gate — consume la única escalada a Opus por tarea; SSOT .claude/skills/panel-review/).
  • Escritura en corpus de gobernanza (.claude/{hooks,rules,rules_db,agents,skills}/) → ESCALATE, espera confirmación humana antes de proceder.
  • Un DENY del PermissionAnalyzer es final: no reintentes, no reordenes, no --no-verify/ --force. Reconduce o pide al humano — nunca lo bordees.
  • Acción destructiva/irreversible (DROP, cambio de schema en vivo, rm -rf de datos) → STOP, avisa, espera. Excepciones ya cerradas en código (SSOT .claude/rules/02_hooks_and_permissions.md): rm -rf de build/cache auto-aprobado; git push --force denegado sin excepción.
  • Bug en producción → arréglalo ya: lee logs, aísla la causa, resuelve, verifica. Sin escoltas.

Read the full file on GitHub · 73 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. 1mo ago Changed · +11 lines · -45 tokens per session 748da40acff3
  2. 1mo ago First seen · 62 lines · 1,369 tokens per session scan C d9b01c1df933

Subscribe to this mod's changes

DQIII8 CLAUDE.md is an instructions file published in the GitHub repository senda-labs/DQIII8 (12 stars, last pushed 1mo ago), licensed MIT. It adds 1,324 tokens to every session, about $0.0053 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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