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**Weeks 10–12 | Tasks 244–264** Gate Checkpoint: - [ ] 24-run expert pruning matrix completed autonomously - [ ] All 24 EPI values in database with complete metadata - [ ] Pareto plot shows efficient frontier clearly - [ ] expert-pruning-epi paper written and reviewed - [ ] expert-pruning-epi v1.0.0 tagged and published on GitHub - [ ] Data published on Hugging Face - [ ] Root paper updated with downstream reference - [ ] Second surgery matrix designed and triggered
Due by June 20, 2026•0/22 issues closed**Weeks 8–10 | Tasks 233–243** Gate Checkpoint: - [ ] Single Surgery Run workflow completes end-to-end - [ ] Matrix Runner executes N-run batch autonomously - [ ] Telegram trigger starts matrix from CEO message - [ ] CEO receives per-run EPI results via Telegram - [ ] Error handler retries failed runs and alerts on persistent failure - [ ] 6-run test matrix completes with all results in database
Due by June 6, 2026•0/12 issues closed**Weeks 5–8 | Tasks 219–232** Gate Checkpoint: - [ ] All 14 NemoClaw skills built and individually tested - [ ] Expert pruning skills produce valid models that load in distributed-llama - [ ] GGUF quantization skill produces cluster-compatible output - [ ] Deploy skill successfully transfers models to Pi cluster - [ ] Benchmark trigger skill returns scores from cluster - [ ] Results collector skill retrieves EPI data from Orchestrator
Due by May 23, 2026•0/15 issues closed**Weeks 9–11 | Tasks 194–218** Gate Checkpoint: - [ ] All 5 models quantized and deployed to Pi cluster - [ ] 15 complete measurement runs (5 models x 3 repetitions) completed - [ ] All run data schema-compliant with zero missing fields - [ ] Median EPI calculated for all models - [ ] Pareto plot generated and committed - [ ] README Section 9 populated with real measured data - [ ] energy-per-intelligence v1.0.0 tagged and pushed
Due by June 13, 2026•0/26 issues closed**Weeks 8–9 | Tasks 175–193** Gate Checkpoint: - [ ] All 4 CT clamps installed and reading correct idle power per node - [ ] CPU governor locked to performance on all nodes - [ ] distributed-llama loads and serves model across cluster - [ ] Full measurement protocol dry run completed end-to-end - [ ] epi-bench calculates EPI from dry run data - [ ] Result JSON matches schema specification
Due by May 30, 2026•0/20 issues closed**Weeks 7–8 | Tasks 156–174** Gate Checkpoint: - [ ] All 4 metering ICs respond on SPI - [ ] All 4 channels calibrated within 2% of reference meter - [ ] Cross-channel agreement within 1% - [ ] UART stream received by Orchestrator with zero data loss - [ ] Live dashboard shows real-time watts per node - [ ] 1-hour continuous recording produces gap-free trace - [ ] Calibration certificate committed to epi-meter repo
Due by May 23, 2026•0/20 issues closed**Weeks 4–6 | Tasks 121–155** Gate Checkpoint: - [ ] ERC: zero errors on epi-meter schematic - [ ] DRC: zero errors on epi-meter PCB layout - [ ] Pin-by-pin audit complete for RP2350 and all metering ICs - [ ] Analog front-end isolated from digital with guard traces - [ ] Gerbers verified in standalone viewer - [ ] JLCPCB DFM check passed - [ ] Order placed with confirmation number - [ ] All design files committed to epi-meter repo
Due by May 9, 2026•0/36 issues closed**Weeks 4–6 | Tasks 100–120** Gate Checkpoint: - [ ] All 17 paper sections finalized or ready for data insertion - [ ] All 9 citations verified with links to source papers - [ ] Pipeline diagram matches actual FACTORY infrastructure - [ ] Placeholder tables ready for baseline data with zero text changes needed - [ ] Full-text review complete with zero inconsistencies - [ ] Cross-repo links verified from paper to epi-meter, epi-bench, surgery repos
Due by May 9, 2026•0/22 issues closed**Weeks 3–5 | Tasks 77–99** Gate Checkpoint: - [ ] Power trace parser reads CSV and produces correct joule totals - [ ] EPI calculator produces correct EPI from synthetic test vectors - [ ] Benchmark runner executes MMLU, ARC-C, HellaSwag on Pi cluster - [ ] Pareto plotter generates publication-quality visualization - [ ] Results database stores and retrieves EPI records - [ ] CLI commands work end-to-end: epi-calc, epi-bench, epi-plot - [ ] pytest passes with >80% coverage on core modules
Due by May 2, 2026•0/24 issues closed**Weeks 2–4 | Tasks 49–76** Gate Checkpoint Criteria: - [ ] Metering IC communicates over SPI: device ID reads correctly - [ ] CT clamp + burden resistor produces measurable signal at metering IC input - [ ] epi-meter prototype reads within 2% of reference meter on known load - [ ] Pi 5 power trace correlates with CPU load changes - [ ] JSON output matches result schema format - [ ] Firmware committed to epi-meter repo - [ ] First real power trace CSV exported for epi-bench development
Due by April 25, 2026•22/51 issues closed**Weeks 2–3 | Tasks 27–48** Gate Checkpoint Criteria: - [ ] All 6 GitHub repos created with consistent structure and licensing - [ ] energy-per-intelligence README complete with full paper text - [ ] CONTRIBUTING.md defines community submission format - [ ] Cross-repo links verified: zero broken references - [ ] Hugging Face org page updated with EPI research section - [ ] All repos tagged v0.1.0
Overdue by 1 day(s)•Due by April 18, 2026•22/45 issues closed**Weeks 1–2 | Tasks 1–26** Gate Checkpoint Criteria: - [ ] EPI metric formally defined with units, formula, and interpretation - [ ] All 9 referenced papers downloaded, read, and summarized - [ ] Five-column gap analysis complete with zero existing work covering all five - [ ] Measurement protocol v1.0 written with 10-step procedure - [ ] Baseline model set locked: all models verified on Pi cluster - [ ] Result schema defined: JSON format for all EPI output files - [ ] Environmental controls specified: temp, warm-up, repetitions, governor
Overdue by 8 day(s)•Due by April 11, 2026•26/53 issues closed