Preregister and source-implement H146 so every valid rule-only bot receives mutation fitness
Research queue
Tasks remain open until evidence and reproducible artifacts support completion.
At a guarded generation boundary, create a deployment-attributed signed H146 release, apply
Repair the paper risk contract, external database consumers, sanitized bot census, legacy
Build one deployment-attributed SSH-signed release, apply it once through the exact signed
Preregister and source-implement H145 normalized accumulated-entry accounting, true
Separate operational simulation from inferential audit, remove operational p-value and
Add the exact-decimal bitemporal `ReferenceSnapshotV1` schema, retain the legacy 19-market
Under the real `cryptobot` service identity, synchronize the H145 preregistration and source
Independently admit a licensed, bitemporal `ReferenceSnapshotV1`, venue-local execution
At a guarded generation boundary, build a correctly attributed signed immutable release,
Preregister and source-implement H144 gate-first discovery ranking. Require the complete
Enforce the M0 source containment floor: exact 0.20% fee and 0.10% slippage per side in the
Add an append-only, hash-chained paper decision/order-state ledger and a fail-closed,
Bind an M1-M3 data-governance source gate to the audited 19×4 annual panel. Require immutable
Bind the M4 model-governance source gate. Publish one result row for every one of the 74 rule
Preserve the M5 source boundary: immutable prospective-finalist freezes, prospectively
At a guarded generation boundary, create a correctly attributed signed immutable release,
Under the existing `cryptobot` service identity or an authorized signed read-only helper,
Re-run an actual restart/stop-loss recovery drill without deleting stop evidence. Keep the
Complete immutable instrument/listing identity and point-in-time historical-membership
Specify and admit one venue-local book/trade evidence product with independent timestamps,
Preregister and implement H142 so win rate is a majority 60% tournament-fitness factor using
Retain H142 as immutable historical source and supersede its pending 60/40 deployment with
Preregister and source-verify H140 so every continuous generation can mutate from the
Restore the tracked `WEBSITE_SECTION_OWNERS.md` source contract and prove exact parity with
Deploy the H140 and website-owner repair through the signed immutable-release gate; verify
Implement bounded two-worker annual candidate evaluation with worker-local indicator caches,
After guarded deployment at a generation boundary, record fresh production candidates/second,
Enforce strict registry-order hypothesis validation with one explicit ID per run; disposition H01 at readiness without loading market outcomes.
Review H02 readiness only. Do not inspect returns unless its post-hoc origin, exact rule identity, data provenance, execution/cost model, baselines, and falsification thresholds first receive an explicit ready disposition.
Continue the registry sequentially only after the active hypothesis has an atomic supported, rejected, inconclusive, or blocked report; never batch-test or silently skip an ID.
Maintenance: restore role-appropriate read access to `/opt/cryptokingpin/TRANSFORMATION_PRACTICE.md`; the unprivileged `serveradmin` identity currently receives permission denied, so prior-cycle memory must remain classified unavailable.
Repair Phase-0 ledger source binding without rewriting history; archive the obsolete H11 manifest read-only and verify production ledger sync, the complete guarded suite, and ML lab health.
Reject H136 as an oversized protocol mismatch, preserve its artifacts, and pause both tournament scheduling timers before introducing a bounded nursery.
Preregister and implement H137 source and tests: at most 8 retained parents, 2 per family and 1 for the reversion family, 3/2/2/1 Pareto slots, exact cross-generation clone exclusion, explicit deficit tags, six-generation and three-stagnant-generation stops, and at most 3 one-per-family graduates.
Deploy H137 through the signed immutable-release gate, complete generation 4, enforce the three-stagnant-generation stop, and verify generation 5 remains blocked.
Preregister and run exactly one H138 lagged BTC/ETH volatility cash-gate challenger against `V4-G4-A1969`; preserve the rejection without tuning or opening the sealed newest 20%.
Preregister H139 and implement continuous isolated bounded trials with a fixed 24-hour holding cap; archive every terminal trial, restart from immutable registry seeds, and forbid cross-trial evidence or promotion credit.
Do not iterate the H138 percentile or lookback on the reusable window. Require a newly preregistered mechanism and repaired historical-membership evidence before another breadth/promotion experiment.
Correct or independently replace reviewer artifacts whose recorded model provenance does not match the actual reviewer before any promotion decision.
Deploy and inspect the H131 annual-native run. It completed 10,000 candidates, but the evaluator retained fixed 2% sizing; reject it as an execution-contract mismatch and do not treat its output as new research evidence.
Deploy the H132 engine-contract epoch through the signed maintenance gate; stale cycle drop-ins were archived, Git-index group inheritance survived root preflights, required units were active, the public snapshot advanced, and zero units were failed.
Complete and inspect H132 generation 1. Exact 10% sizing passed, but best net return was 5.3079%, doubled-cost return was negative, zero candidates reached 10%, and all 10,000 were disqualified; preserve the rejection.
Deploy the H133 fixed-size, wallet-bounded signal-accumulation epoch through the signed gate and verify no stale H132 state survives.
Preregister and deploy H134 theory-seed recombination: use only registered theory families and explicitly labeled strict survivors as nursery parents; require distinct-family crossover provenance and retain all promotion/Hall-of-Fame gates.
Complete the first post-H134 generation and verify distinct theory-parent crossover counts, clone rejection, breadth/concentration gates, and unchanged sealed-holdout boundary; generation-15 evidence is recorded in `user_data/research/h134_generation15_evidence.md`.
Complete generation 16 and test whether nursery descendants improve breadth and concentration without weakening strict gates.
Record generation-16 result: 52 unique nursery descendants were retained, but all were single-market; preregister H134 revision 3 for a general-scope breadth test.
Complete and reject H134 revision-3 general-scope breadth test: generation 17 retained 100 unique theory descendants, but all were single-market specific scope; evidence is recorded in `user_data/research/h134_generation17_evidence.md`.
Run H134 revision-4 general-theory pair recombination; retain the existing nursery and strict gates and falsify the routing hypothesis if no broad theory parent appears.
Complete and falsify H134 revision-4: generation 18 retained 100 unique theory descendants, but all were single-market specific scope; evidence is recorded in `user_data/research/h134_generation18_evidence.md`.
Run H134 revision-5 targeted general-theory plus successful-specific graft; retain all strict gates and falsify it if no broad theory parent appears.
Complete and falsify H134 revision-5: generation 20 retained 100 unique theory descendants, but all were single-market specific scope; evidence is recorded in `user_data/research/h134_generation20_evidence.md`.
Run H134 revision-6 bounded market-ensemble composition from registered theory graphs; retain all strict gates and falsify it if no broad parent appears.
Complete and falsify H134 revision-6: generation 22 retained 100 unique theory descendants, but all were single-market specific scope; evidence is recorded in `user_data/research/h134_generation22_evidence.md`.
Do not call a H134 candidate Hall of Fame from discovery alone; require the existing prospective or paper evidence path and verify the resulting immutable HOF artifact independently.
Complete and inspect the first H133 10,000-candidate generation. Prove every initial/add entry remains USD 10 through USD 100, accumulated notional never exceeds realized spot equity, no loss-dependent multiplier exists, and full-position exits work.
Reconcile the first annual leaderboard. Keep same-dataset discovery winners out of elite and Hall-of-Fame artifacts; freeze only discovery-robust representatives for genuinely future prospective evidence.
Apply every H133 acceptance gate without opening the sealed newest 20%. Reject unless at least one discovery candidate reaches 10% net annual return and passes doubled-cost, profit-factor, trade-count, chronological-stability, drawdown, and exposure-normalized baseline gates.
If H133 is rejected, preserve the negative result and preregister the next bounded challenger before testing. Compare no-martingale rule-only, Ridge, exact LightGBM when available, cash, and exposure-normalized buy-and-hold using chronological folds and doubled-cost stress.
Add an exact native LightGBM comparator or record a reproducible dependency blocker; do not substitute boosted stumps while labeling them LightGBM.
Repair or retire the remaining broad-suite legacy infrastructure and missing-artifact contracts without weakening the focused annual, safety, ML, or deployment gates.
Re-establish working-start proof: cold start, stale/missing-data fail-closed behavior, safe model load and abstention, one reconciled paper lifecycle, and restart/stop-loss recovery.
Continue frozen paper validation and produce a human-review readiness report only after at least 90 consecutive paper days and 100 reconciled closed trades with every quantitative and operational gate passing.
Correct H149 tournament accumulated-position labels and obsolete Overview
Display current tournament final equity in dollars from a $1,000 start,
Align the actual static health-history publisher with the native $1,000
Experiment Methodology & Evidence Limitations How scheduled agent attempts are verified and why failures remain in the ledger
Guarantees that agent runs represent chronological, cost-reconciled research. No individual run can bypass systemd controls or modify trading configuration.
Guarded Serialization
Every agent run operates with strict concurrency locks (agent.lock) and systemd limits. Multiple agents cannot run simultaneously to prevent resource exhaustion or database write conflicts.
Preserved Failures
Unlike traditional dashboards that hide errors, failed runs are durably recorded as Attention status. Sanitized public summaries explain why a run failed, while private logs remain local.
Research-Only Evidence
Completed runs represent chronological backtests, model discovery, or parameter optimizations. They are exploratory evidence only and never establish live trading readiness.
Agent Run Statuses & Exit Codes Guide Understand the meaning of 'idle', 'error', and how exit codes map to system verification
Each scheduled agent attempt publishes its final execution state, exit code, and a sanitized summary. These states map directly to internal systemd and Freqtrade status gates:
| Run Status | Exit Code | System Meaning / Action | Safety Impact |
|---|---|---|---|
idle |
0 |
Clean exit / Successful loop: The agent completed all scheduled research tasks and safely returned to an idle/waiting state. | No action required. Bounded paper constraints remain fully in force. |
error |
1 |
Attention required / Exception: The run encountered an unhandled exception, syntax mismatch, or a failed unit check. | Fails safe. The transaction rolls back, preserving the previous clean workspace. |
error |
137 |
OOM Killed / Resource Limit: The service exceeded the memory ceiling (2500M) or CPU slice and was killed by systemd. | Guarded sandbox terminates the process. No state corruption occurs. |
deferred |
0 (skipped run) |
Concurrency lock: The agent deferred execution because another task held the global agent.lock. |
Prevents concurrent database writes and resource competition. |
All run histories are cryptographically hashed and content-addressed. Hiding or editing historical failures is blocked by the baseline verifier.
Recent agent runs
Every scheduled attempt is retained, including errors and blocked work.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.
No programming task was started because the required family-results handoff did not pass its fixed validator.