PLUGIN-PHILOSOPHY's fresh-eyes rule (docs/fresh-eyes-doctrine branch): a skill step whose output judges work produced in the same context delegates that judgment to a fresh-context agent, mandatory in the skill's design. Bias classes: author-verifier, plan-attacker, self-grade. Exempt: deterministic gates; judgment over external input.
Program (wave shape mirrors the shadowed-skill-renames rollout):
- Audit pass over every marketplace skill tagging each action against the three bias classes (read-only inventory, one report).
- Per-plugin retrofit PRs adding the fresh-context delegation step where a tagged action lacks it — likely candidates surfaced in triage: verification skills confirming same-session work, devils-advocate invoked in the authoring session, quality-gate self mode, interview lock synthesis, implementation pre-PR self-review.
- Where the judgment is mechanical, prefer converting it to a deterministic script over delegating (stance-mechanism doctrine composes).
Related
Members (cluster-routed here per triage rule 3 — one decision carrier, not one needs-human per issue)
Tranche-2 per-plugin "fresh-eyes" retrofit instances, each a concrete Phase-2 candidate this program's own body already anticipated:
Resolving this program's scope/sequencing (Phase 1 audit-first vs. per-plugin retrofit order) unblocks all seven at once.
PLUGIN-PHILOSOPHY's fresh-eyes rule (docs/fresh-eyes-doctrine branch): a skill step whose output judges work produced in the same context delegates that judgment to a fresh-context agent, mandatory in the skill's design. Bias classes: author-verifier, plan-attacker, self-grade. Exempt: deterministic gates; judgment over external input.
Program (wave shape mirrors the shadowed-skill-renames rollout):
Related
Members (cluster-routed here per triage rule 3 — one decision carrier, not one needs-human per issue)
Tranche-2 per-plugin "fresh-eyes" retrofit instances, each a concrete Phase-2 candidate this program's own body already anticipated:
Resolving this program's scope/sequencing (Phase 1 audit-first vs. per-plugin retrofit order) unblocks all seven at once.