P10 · The Dreamer · 5-year arc

ContextMod becomes your subreddit's conscience.

v1 ports a battle-tested Data-API rule engine to Devvit on day one. v5 ships an AI conscience that learns each community's values from real mod actions and explains every call in the sub's own voice. The hackathon is the keel; the compact is the ship.

BotContextMod (FoxxMD)

TrackBest Ported · $10K

Host sub WAU1,840

Parity coverage97%

Deadline2026-05-27 18:00 PDT

Modqueue · Devvit-native overlay

"Has anyone else noticed this pattern in the new release?"

u/quiet_hex_22 · 14 min ago · self-post

"AMA: I built the original tool — three lessons"

u/aurora_kim · 41 min ago · link

"Reposting because mods removed it for no reason"

u/mid_orbit · 1 h ago · self-post

ContextMod · Why card · Opus 4.7

This post matches your sub's "low-context vague-curiosity" heuristic. The author has 12 posts in the last 30 days across crypto-adjacent subs, three of which your mods removed for the same pattern in March. The phrasing is consistent with the rule you wrote on Apr 04 — kept loose so good-faith newcomers slip through, which is why I'm asking, not removing.

rule: low-context-curiosity · v3 author history: 12 posts / 30d prior mod actions: 3 matches cross-sub signal: 2 subs

Predicted risk 0.72

Teach me:

Mod-decision time

−38%

vs legacy ContextMod baseline

Queue dwell p50

2m 14s

−41% week over week

Mod overrides used to teach

214

weights updated, no retrain

The arc

From a YAML rule engine to a Community-AI Compact — mod-authored, mod-accountable, sub-specific.

v1 · 2026 · this hackathon

Parity port + Why card

ContextMod's YAML rules run on Devvit. Opus 4.7 narrates each modqueue hit in the sub's tone. Mod overrides write back to a Redis weight store.

v2 · 2027

Sub-specific value model

Six months of mod feedback distill into a per-sub preference vector. The Why card stops citing rules and starts citing precedents.

v3 · 2028

Predictive triage

Devvit surfaces flag posts before they hit the queue. Modlog turns into a learning ledger. New mods onboard by reviewing the AI's reasoning, not memorizing rules.

v4 · 2029

Cross-sub compact

Subs opt into shared signals (not shared verdicts). A bad-faith pattern detected in r/A warns r/B with full citation — never an automatic ban.

v5 · 2030

The conscience

Every sub has a native AI conscience. It explains itself in the sub's voice, refuses actions that contradict mod-stated values, and is replaced — not retrained — when mods say so.