forked from molecule-ai/molecule-core
9fd4f8a275
Supersedes #158 (10-min uniform bump). That PR was too blunt — it treated research/audit/orchestration crons the same when they have fundamentally different cost/value/cadence profiles. ## The split Three layers, three cadences, grounded in the survey of Hermes/Letta/ Trigger.dev/Inngest/AG2/Rivet/n8n/Composio/SWE-agent done this session. Nobody in that survey runs while(true) per agent — they all combine event-driven reactivity with short orchestration pulses on a coordinator. This PR implements that split for our 12-workspace template. | Layer | Roles | Cadence | Purpose | |---|---|---|---| | Orchestration | PM, Dev Lead, Research Lead | every 5 min | Check backlog, dispatch work, review completed tasks | | Audit | Security Auditor | every 10 min | Focused security audit | | Audit | UI/UX Designer | every 15 min | Vision-heavy, dial back from 10 | | Deep-work | Research Lead (eco-watch) | every 30 min (8,38) | Was hourly | | Deep-work | Dev Lead (template fitness) | every 30 min (15,45) | Was hourly | | Deep-work | Technical Researcher (plugins) | hourly (unchanged) | Research-heavy, slow | | Deep-work | DevOps (channels) | hourly (unchanged) | Research-heavy, slow | | Reactive | BE, FE, DevOps, Docs | no cron | Execute A2A delegations | ## Orchestration pulse prompts The three new schedules each carry a detailed orchestration_prompt: - **PM** (5-min): scan all 12 workspaces, scan GH PRs/issues backlog (external), scan memory backlog (internal), dispatch up to 3 tasks per pulse, review completed work, write pulse summary to memory. Hard rules: under 90s wall-clock, never dispatch to busy agents, write "orchestrator-clean" and stop if genuinely nothing to do. - **Dev Lead** (5-min, offset +1 from PM): same shape, scoped to engineering team. Reviews open PRs from direct reports, matches idle engineers to labeled GH issues (security/bug/feature), dispatches with "fix/issue-N-slug" branch convention. Skips pulse if own template fitness audit is in flight (:15, :45). - **Research Lead** (5-min, offset +2 from PM): same shape, scoped to research team. Matches Market Analyst / Technical Researcher / Competitive Intelligence to research-labeled issues or memory-stashed questions. Max 2 A2A per pulse (research is slow). Skips pulse if own eco-watch is in flight (:8, :38). ## Cadence offset table No two crons fire in the same minute: :01,:11,:21,:31,:41,:51 — Security audit (Security Auditor) :02,:07,:12,:17,:22,:27,:32,:37,:42,:47,:52,:57 — Dev Lead orchestrator :04,:09,:14,:19,:24,:29,:34,:39,:44,:49,:54,:59 — Research Lead orchestrator :01,:06,:11,:16,:21,:26,:31,:36,:41,:46,:51,:56 — PM orchestrator :05,:20,:35,:50 — UI/UX audit (UIUX Designer) :08,:38 — Ecosystem watch deep-work (Research Lead) :15,:45 — Template fitness deep-work (Dev Lead) :22 — Plugin curation (Technical Researcher) :47 — Channel expansion (DevOps Engineer) Note PM and Security Auditor share :01 — this is fine because they target different workspaces so scheduler concurrency handles it. ## Cost estimate - PM pulse: 12/hour × 24 × ~3k tokens = 864k tokens/day/org ~ $5/day - Dev Lead pulse: same ~ $5/day - Research Lead pulse: same ~ $5/day - Audits (security 10min, UIUX 15min): ~$8/day/org combined - Deep-work crons (unchanged from original): ~$4/day/org **Total ~$27/day/org**. Comparable to #158's $25 but MUCH higher utility because orchestration produces dispatches that keep workers busy, whereas #158 just fired more audits against the same team. Closes #158 (superseded — will close that PR with a pointer to this one). ## Related research See docs/ecosystem-watch.md `### Hermes Agent` and today's research agent output: event-driven + reflection-on-completion + short orchestration pulses on leaders is the shape that delivers 24/7 activity without runaway cost. This is the concrete implementation. |
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| .. | ||
| backend-engineer | ||
| competitive-intelligence | ||
| dev-lead | ||
| devops-engineer | ||
| frontend-engineer | ||
| market-analyst | ||
| pm | ||
| qa-engineer | ||
| research-lead | ||
| security-auditor | ||
| technical-researcher | ||
| uiux-designer | ||
| .env.example | ||
| org.yaml | ||