Cross-session, cross-CLI memory for AI coding assistants. Mines transcripts from 10 supported CLI clients. Surfaces operator identity / decisions / bans / corrections / goals / voice via 26 MCP tools, 6 hooks (SessionStart signpost + SessionStart compact-restore + UserPromptSubmit retrieval + Stop/PostCompact re-index + PreCompact continuity-seed), 15 slash commands, and 3 skills. Hybrid FTS5 + ollama dense recall (qwen3-embedding:0.6b, default-on; TOTAL_RECALL_EMBED_MODEL unset is correct). Product ollama auto-provisions refine (qwen3.5:2b; TOTAL_RECALL_LLM_PROVIDER=none to disable). Worktree-aware project scoping; post-compaction coding-continuity packet. The operator becomes the source of truth; the model stops re-asking what they already told it.
3 skills · 15 commands · 1 MCP server · hooks
Falsification-first investigation workflow: convert every assertion into a labeled falsifiable hypothesis, predict before measuring, run controlled experiments, verify findings adversarially (REFUTE-first), and persist verdicts in a hypothesis ledger so killed ideas are never re-attacked
1 skill · 7 commands · 5 agents · hooks
Seamless context continuity across Claude Code and Grok compaction. Multi-layer background capture (continuous tool-call capture, mechanical PostCompact handoff, async Opus 4.7 enrichment at --effort max, async Stop-hook refinement, and preemptive snapshot before the next compact) keeps the agent working state intact across every compaction and resume. All summarization is isolated from CLAUDE.md/auto-memory and invisible to the user.
1 skill · 8 commands · 1 agent · 1 MCP server · hooks
Detects when Claude drifts away from your active output contract (a terse persona, hard formatting/length rules, an in-character voice) and quietly steers it back. Each assistant turn is scored by a deterministic, dependency-free engine; a status-line badge shows live drift and the next prompt gets a one-shot correction nudge when the previous reply broke contract.
1 skill · 6 commands · 1 MCP server · hooks
A ground-first reflex: the agent judges (from its own training, any domain) when a request is complex/irreversible, grounds before acting, and is hard-blocked from the destructive step until it has.
1 skill · 6 commands · 1 agent · hooks
Simplify, then add lightness. Removes AI-generated code fat while preserving functionality, then benchmarks the speedup. Multi-pass: measure weight -> trim -> verify equivalence -> benchmark.
3 skills · 2 agents · hooks