consciousness

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Author	SHA1	Message	Date
ProofOfConcept	e12dea503b	agent evaluate: sort agent actions by quality using Vec::sort_by with LLM Yes, really. Rust's stdlib sort_by with an LLM pairwise comparator. Each comparison is an API call asking "which action was better?" Sample N actions per agent type, throw them all in a Vec, sort. Where each agent's samples cluster = that agent's quality score. Reports per-type average rank and quality ratio. Supports both haiku (fast/cheap) and sonnet (quality) as comparator. Usage: poc-memory agent evaluate --samples 5 --model haiku Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>	2026-03-14 19:24:07 -04:00
ProofOfConcept	f423cf22df	cli: extract agent and admin commands from main.rs Move agent handlers (consolidate, replay, digest, experience-mine, fact-mine, knowledge-loop, apply-*) into cli/agent.rs. Move admin handlers (init, fsck, dedup, bulk-rename, health, daily-check, import, export) into cli/admin.rs. Functions tightly coupled to Clap types (cmd_daemon, cmd_digest, cmd_apply_agent, cmd_experience_mine) remain in main.rs. main.rs: 3130 → 1586 lines (49% reduction). Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>	2026-03-14 18:06:27 -04:00

Author

SHA1

Message

Date

ProofOfConcept

e12dea503b

agent evaluate: sort agent actions by quality using Vec::sort_by with LLM

Yes, really. Rust's stdlib sort_by with an LLM pairwise comparator.
Each comparison is an API call asking "which action was better?"

Sample N actions per agent type, throw them all in a Vec, sort.
Where each agent's samples cluster = that agent's quality score.
Reports per-type average rank and quality ratio.

Supports both haiku (fast/cheap) and sonnet (quality) as comparator.

Usage: poc-memory agent evaluate --samples 5 --model haiku

Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>

2026-03-14 19:24:07 -04:00

ProofOfConcept

f423cf22df

cli: extract agent and admin commands from main.rs

Move agent handlers (consolidate, replay, digest, experience-mine,
fact-mine, knowledge-loop, apply-*) into cli/agent.rs.

Move admin handlers (init, fsck, dedup, bulk-rename, health,
daily-check, import, export) into cli/admin.rs.

Functions tightly coupled to Clap types (cmd_daemon, cmd_digest,
cmd_apply_agent, cmd_experience_mine) remain in main.rs.

main.rs: 3130 → 1586 lines (49% reduction).

Co-Authored-By: Kent Overstreet <kent.overstreet@linux.dev>

2026-03-14 18:06:27 -04:00

2 commits