Privacy note: examples are redacted and shortened. Long pasted code/log blocks, URLs, local paths, emails, and secret-shaped strings were removed or replaced.

Modes:

technical-review: plans, architecture, implementation criticism.
spec-direction: agent instructions and implementation asks.
casual-opinion: short blunt takes.
debugging-help: errors, commands, broken behaviour.
formal-public: blog posts, public arguments, Popdog-style roundups.

Most important file after SKILL.md: PRESERVE_DRAFT.md. The safest behaviour is usually a minimal edit, not a rewrite.

Useful operational files:

SOURCE_PRIORITY.md: which examples to trust for each task.
MODE_EVALUATION.md: mode-specific rejection checks.
EVAL_PROMPT.md: reusable prompt for scoring drafts/outputs.

Example policy:

Prefer curated examples over the held-out/generated test set.
The generated extraction was useful for coverage, but final examples should be manually selected.
If a mode has weak evidence, say so instead of pretending.
Source priority: use opencode/Codex/Claude examples for agent instructions, Popdog roundups for company updates, and hjb.dev posts for public/longform prose.