[skyRolly]

Ship a complete skill repository for neutral decision framing in prompts: a
prompt states the objective, context, constraints, criteria, and admissible
outcomes, and leaves the outcome to the evidence.

Skill

• skills/neutral-prompts/SKILL.md: ten rules covering the split between settled
  constraints and open decisions, the seven admissible outcomes, paired
  negations, criteria in place of protected actions, symmetric intensity,
  observable thresholds, and the decision record.
• references/: the pattern catalog (NP001-NP012), whole-prompt rewrites for the
  lifecycle, review, investigation, and accept/reject domains, and the
  decision-record format.
• agents/: Gemini CLI command and the Codex explicit-invocation policy.

Tooling

• scripts/scan_prompt.py: a standard-library scanner for the twelve catalogued
  patterns, with severities, inline suppression, JSON output, and exit codes.
• scripts/run_evals.py: offline measurement of the scanner against 26 labeled
  cases; extra findings fail as loudly as missing ones, and neutral text the
  scanner still flags is recorded as a known limitation rather than hidden.

Distribution and verification

• Manifests for Claude Code, Codex, Gemini, Qwen, Kimi, OpenCode, and Cursor,
  plus an opt-in SessionStart hook that never blocks session start.
• 74 unit tests over the scanner, the harness, and repository invariants
  (mirror sync, manifest alignment, reference links, no placeholder content).
• CI runs the suite on Python 3.9 and 3.12 across Linux and Windows, and
  verifies the plugin reaches "enabled" in a scratch Claude Code config.