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bounded-experiment

Plan and validate bounded, fail-closed experiment loops (ExperimentSpec v2 with explicit cycle limits, guards and a sandbox receipt) via scripts/validate_spec.py and scripts/autoresearch.py. Use when the user asks to run an autoresearch loop, an iterative experiment with a budget, or to validate an experiment spec before executing it. [EXPLICIT]

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tessl review fix ./plugins/claude-native-toolkit/skills/bounded-experiment/SKILL.md
SKILL.md
Quality
Evals
Security

Bounded Experiment

Generic, brand-neutral engineering capability; sourced playbooks in references//knowledge/. [DOC]

TL;DR

[source identity removed] [EXPLICIT]

When to use

  • Use for the bounded experiment capability. [EXPLICIT]
  • NOT for adjacent domains — route to the matching skill. [INFERENCE]

Sub-capabilities (resource map)

Deep, evidence-tagged playbooks — open the one the task needs (ICM Layer 3, on-demand). [INFERENCE]

Reference
references/contracts.md
references/full-playbook.md

Procedure

  1. Resolve the sub-capability; open the matching references/ playbook. [EXPLICIT]
  2. Apply its decision tables; pick the strategy explicitly. [EXPLICIT]
  3. Validate against the Quality Criteria and tag every claim. [EXPLICIT]

Quality Criteria

  • Sub-capability resolved to one playbook. [INFERENCE]
  • Claims evidence-tagged. [EXPLICIT]

Contract

  • Aceptación: capability resolved to its reference playbook, applied, validated, evidence-tagged. [EXPLICIT]
  • Límites: scoped to this capability; deep procedure in references/. [EXPLICIT]
  • Casos borde: ambiguous/insufficient input → request clarification before proceeding. [EXPLICIT]
  • Supuestos: access to project artifacts (code, docs, configs). [SUPUESTO]
  • Trade-off: depth in references keeps the SKILL.md stage contract lean (ICM). [EXPLICIT]

Packet

Capas del packet, cargables bajo demanda (disciplina ICM: una capa por vez, nunca todas juntas): references/ guías de profundidad (cargar UNA por etapa) · knowledge/ cuerpo de conocimiento · prompts/ prompts listos · examples/ salida de ejemplo · agents/ subagentes del packet · scripts/ automatización local · assets/ recursos estáticos.

Repository
JaviMontano/claude-plugins
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