leo: add diagnostics — evolution tracking, weekly report, classified PR log
- What: New diagnostics/ folder with three files: - evolution.md: phase narrative, daily heartbeat table, milestones, flags - weekly/2026-03-25-week3.md: Week 3 synthesis (Mar 17-23) - pr-log.md: 1,211 classified commits (44 HIGH, 862 MED, 305 LOW) - Why: No visibility into how the KB is evolving. This is the first retrospective analysis of all 1,939 commits across 20 days. Weekly reports Mon-Sun, numbered from codex epoch (Week 1 = Mar 3-9). Pentagon-Agent: Leo <A3DC172B-F0A4-4408-9E3B-CF842616AAE1>
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Teleo Agents
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diagnostics/evolution.md
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diagnostics/evolution.md
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# Teleo Codex — Evolution
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How the collective intelligence system has grown, phase by phase and day by day. Maps tell you what the KB *contains*. This tells you how the KB *behaves*.
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## Phases
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### Phase 1 — Genesis (Mar 5-9)
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Cory and Rio built the repo. 2 agents active. First claims, first positions, first source archives. Everything manual. ~200 commits, zero pipeline.
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### Phase 2 — Agent bootstrap (Mar 10-14)
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All 6 agents came online. Bulk claim loading — agents read their domains and proposed initial claims. Theseus restructured its belief hierarchy. Entity schema generalized cross-domain. ~450 commits but zero automated extractions. Agents learning who they are.
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### Phase 3 — Pipeline ignition (Mar 15-17)
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Epimetheus's extraction pipeline went live. 155 extractions in 2 days — the system shifted from manual to automated. 67 MetaDAO decision records ingested (governance history). The knowledge base doubled in density.
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### Phase 4 — Steady state (Mar 17-22)
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Daily research sessions across all agents. Every agent running 1 session/day, archiving 3-10 sources each. Enrichment cycles started — new evidence flowing to existing claims. Divergence schema shipped (PR #1493) — claims began contradicting each other productively. ~520 commits.
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### Phase 5 — Real-time (Mar 23+)
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Telegram integration went live. Rio started extracting from live conversations. Astra expanded into energy domain (fusion economics, HTS magnets). Infrastructure overhead spiked as ingestion scaled. Transcript archival deployed. The system went from batch to live.
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## Daily Heartbeat
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```
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Date | Ext | Dec | TG | Res | Ent | Infra | Agents active
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------------|-----|-----|----|-----|-----|-------|------------------------------------------
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2026-03-05 | 0 | 0 | 0 | 0 | 0 | 0 | leo, rio
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2026-03-06 | 0 | 0 | 0 | 0 | 0 | 0 | clay, leo, rio, theseus, vida
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2026-03-07 | 0 | 0 | 0 | 0 | 0 | 0 | astra, clay, leo, theseus, vida
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2026-03-08 | 0 | 0 | 0 | 0 | 0 | 0 | astra, clay, leo, rio, theseus, vida
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2026-03-09 | 0 | 0 | 0 | 0 | 0 | 0 | clay, leo, rio, theseus, vida
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2026-03-10 | 0 | 0 | 0 | 3 | 0 | 1 | astra, clay, leo, rio, theseus, vida
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2026-03-11 | 0 | 0 | 0 | 7 | 0 | 30 | astra, clay, leo, rio, theseus, vida
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2026-03-12 | 0 | 0 | 0 | 1 | 0 | 11 | astra, clay, leo, rio, theseus, vida
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2026-03-13 | 0 | 0 | 0 | 0 | 0 | 0 | theseus
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2026-03-14 | 0 | 0 | 0 | 0 | 0 | 26 | rio
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2026-03-15 | 35 | 30 | 0 | 0 | 6 | 5 | leo, rio
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2026-03-16 | 53 | 37 | 0 | 2 | 9 | 21 | clay, epimetheus, leo, rio, theseus, vida
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2026-03-17 | 0 | 0 | 0 | 1 | 0 | 0 | rio
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2026-03-18 | 81 | 0 | 4 | 12 | 17 | 18 | astra, clay, epimetheus, leo, rio, theseus, vida
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2026-03-19 | 67 | 0 | 0 | 5 | 26 | 41 | astra, epimetheus, leo, rio, theseus, vida
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2026-03-20 | 27 | 1 | 0 | 6 | 9 | 38 | astra, epimetheus, leo, rio, theseus, vida
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2026-03-21 | 23 | 0 | 1 | 5 | 3 | 44 | astra, epimetheus, leo, rio, theseus, vida
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2026-03-22 | 17 | 0 | 0 | 5 | 2 | 32 | astra, leo, rio, theseus, vida
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2026-03-23 | 22 | 0 | 14 | 5 | 16 | 190 | astra, epimetheus, leo, rio, theseus, vida
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2026-03-24 | 31 | 0 | 7 | 5 | 21 | 70 | astra, epimetheus, leo, rio, theseus, vida
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2026-03-25 | 14 | 0 | 10 | 4 | 18 | 36 | astra, leo, rio, theseus, vida
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```
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**Legend:** Ext = claim extractions, Dec = decision records, TG = Telegram extractions, Res = research sessions, Ent = entity updates, Infra = pipeline/maintenance commits.
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## Key Milestones
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| Date | Event |
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|------|-------|
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| Mar 5 | Repo created. Leo + Rio active. First claims and positions. |
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| Mar 6 | All 6 agents came online. Archive standardization. PR review requirement established. |
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| Mar 10 | First research sessions. Theseus restructured belief hierarchy. Leo added diagnostic schemas. |
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| Mar 11 | Rio generalized entity schema cross-domain. 7 research sessions in one day. |
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| Mar 15 | Pipeline ignition — 35 extractions + 30 decision records in one day. |
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| Mar 16 | Biggest extraction day — 53 extractions + 37 decisions. |
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| Mar 18 | Peak research — 12 sessions. Clay's last active day (2 sessions). 81 extractions. |
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| Mar 19 | Divergence schema shipped (PR #1493). Game mechanic for structured disagreement. |
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| Mar 21 | Telegram integration — first live chat extractions. |
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| Mar 23 | Infrastructure spike (190 infra commits) as ingestion scaled. Rio Telegram goes live at volume. |
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| Mar 25 | Transcript archival deployed. Astra expanded into energy domain. |
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## Flags & Concerns
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- **Clay dropped off after Mar 18.** Only 2 research sessions total vs. 8 for other agents. Entertainment domain is under-researched.
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- **Infra-to-substance ratio is ~2:1.** Expected during bootstrap but should improve. Mar 23 was worst (190 infra vs. 22 extractions).
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- **Enrichment quality issues.** Space (#1751) and health (#1752) enrichment PRs had duplicate evidence blocks, deleted content, and merge conflicts. Pipeline enrichment pass creates artifacts requiring manual cleanup.
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## Current State (Mar 25)
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| Metric | Count |
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|--------|-------|
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| Claims in KB | 426 |
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| Entities tracked | 103 |
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| Decision records | 76 |
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| Sources archived | 858 |
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| Domains active | 14 |
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| Agents active | 6 (Clay intermittent) |
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| Total commits | 1,939 |
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diagnostics/pr-log.md
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diagnostics/pr-log.md
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diagnostics/weekly/2026-03-25-week3.md
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# Week 3 (Mar 17-23, 2026) — From Batch to Live
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## Headline
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The collective went from a knowledge base to a live intelligence system. Rio started ingesting Telegram conversations in real-time, Astra spun up covering space/energy/manufacturing, and the KB expanded from ~400 to 426 claims across 14 domains. The pipeline processed 597 sources and generated 117 merged PRs.
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## What actually happened
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### Astra came alive
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The biggest structural change — a new agent covering space-development, energy, manufacturing, and robotics. In 8 days, Astra ran 8 research sessions, archived ~60 sources, and contributed 29 new claims. The energy domain is entirely new: fusion economics, HTS magnets, plasma-facing materials. Space got depth it didn't have: cislunar economics, commercial stations, He-3 extraction, launch cost phase transitions.
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### Rio went real-time
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Telegram integration means Rio now extracts from live conversations, not just archived articles. ~59 Telegram-sourced commits. Also processed 46 decision records from MetaDAO governance — the futarchy proposal dataset is now substantial. Plus 8 SEC regulatory framework claims that gave the IF domain serious legal depth.
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### Theseus stayed steady
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8 research sessions, ~58 sources. Major extractions: Dario Amodei pieces, Noah Smith superintelligence series, Anthropic RSP rollback, METR evaluations. AI alignment domain is the deepest in the KB.
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### Vida kept pace
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8 research sessions, ~51 sources. Health enrichments from GLP-1 economics, clinical AI, SDOH evidence.
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### Clay went quiet
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2 research sessions on Mar 18, then silence. Entertainment domain is the least active. Needs attention.
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### Leo focused on infrastructure
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Divergence schema shipped (PR #1493). 6 research sessions. Most time went to PR review, conflict resolution, and evaluator role.
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## By the numbers
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| Metric | Count |
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|--------|-------|
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| New claims added | ~29 |
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| Existing claims enriched | ~132 files modified |
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| Sources archived | 597 |
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| Entities added | 10 |
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| Decision records added | 46 |
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| Merged PRs | 117 |
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| Research sessions | 42 |
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| Telegram extractions | ~59 |
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| Pipeline/maintenance commits | ~420 |
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## What's meaningful
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- **29 new claims** — real intellectual growth, mostly space/energy (Astra) and IF regulatory (Rio)
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- **132 claim enrichments** — evidence accumulating on existing positions
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- **46 decision records** — primary futarchy data, not analysis of analysis
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- **Divergence schema** — the KB can now track productive disagreements
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- **Telegram going live** — first real-time contribution channel
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## What changed about how we think
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The biggest qualitative shift: the KB now has enough depth to create real tensions. The divergence schema shipped precisely because claims are contradicting each other productively (GLP-1 inflationary vs. deflationary by geography; human-AI collaboration helps vs. hurts by task type). The collective is past the accumulation phase and into the refinement phase.
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## Concerns
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1. Clay silent after day 1
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2. Enrichment pipeline creating duplicate artifacts (PRs #1751, #1752)
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3. Infra-to-substance ratio at 2:1
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---
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*Generated by Leo, 2026-03-25*
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