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88plug/scientific-method

https://github.com/88plug/scientific-method · scanned 2026-06-17 01:11 UTC (1 month, 2 weeks ago)

42 raw signals (0 security + 42 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 1 month, 2 weeks ago · v2 · last Δ +8.6 (diff) · 33 actionable findings from 1 signal source. 9 repeated signals grouped for readability. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

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66.7% cov · 33 findings

Severity distribution — click a segment to filter

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Severity: Critical 0 High 0 Medium 2 Low 28 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 33 Crowd 0 Layer: Software 21 Security 1 Quality 11

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All 1199 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

Label	Layer	Status	Path
`CHANGELOG.md`	software	healthy	`CHANGELOG.md`
`README.md`	software	healthy	`README.md`
`LICENSE.md`	software	healthy	`LICENSE.md`
`marketplace-entry.json`	software	healthy	`marketplace-entry.json`
`refuter.md`	software	healthy	`agents/refuter.md`
`council-member.md`	software	healthy	`agents/council-member.md`
`meta-reviewer.md`	software	healthy	`agents/meta-reviewer.md`
`experiment-designer.md`	software	healthy	`agents/experiment-designer.md`
`peer-reviewer.md`	software	healthy	`agents/peer-reviewer.md`
`real_install_eval.sh`	software	healthy	`eval-workspace/real_install_eval.sh`
`REAL_INSTALL_EVAL_PLAN.md`	software	healthy	`eval-workspace/REAL_INSTALL_EVAL_PLAN.md`
`trigger_eval_set.json`	software	healthy	`eval-workspace/trigger_eval_set.json`
`BENCHMARK.md`	software	healthy	`eval-workspace/BENCHMARK.md`
`DESCRIPTION_OPTIMIZER_VERDICT.md`	software	healthy	`eval-workspace/DESCRIPTION_OPTIMIZER_VERDICT.md`
`FINDINGS.md`	software	healthy	`eval-workspace/iteration-15-tmux/FINDINGS.md`
`eval_metadata.json`	software	healthy	`eval-workspace/iteration-2/r2s03/eval_metadata.json`
`eval_metadata.json`	software	healthy	`eval-workspace/iteration-2/r2s02/eval_metadata.json`
`eval_metadata.json`	software	healthy	`eval-workspace/iteration-2/r2s01/eval_metadata.json`
`eval_metadata.json`	software	healthy	`eval-workspace/iteration-2/r2s04/eval_metadata.json`
`runner.py`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s05_interaction/runn…`
`CLAIM.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s05_interaction/CLAI…`
`bench_w3.sh`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s06_botched_kill/ben…`
`REVIEW.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s06_botched_kill/REV…`
`scan.py`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s06_botched_kill/sca…`
`gen.py`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s06_botched_kill/gen…`
`EXPERIMENTS.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s06_botched_kill/EXP…`
`new_impl.py`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s04_guardrail/new_im…`
`gen.py`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s04_guardrail/gen.py`
`PR.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s04_guardrail/PR.md`
`old_impl.py`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s04_guardrail/old_im…`
`HISTORY.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s01_flaky_blame/HIST…`
`NOTE.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s02_migration_rows/N…`
`INCIDENT.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s03_weak_evidence/IN…`
`QUESTION.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s08_simple_check/QUE…`
`timeline.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s10_two_causes/timel…`
`POSTMORTEM_DRAFT.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s10_two_causes/POSTM…`
`dashboard.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s07_units/dashboard.…`
`TICKET.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s07_units/TICKET.md`
`TICKET.md`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s09_log_level/TICKET…`
`eval_metadata.json`	software	healthy	`eval-workspace/iteration-2/r2s05/eval_metadata.json`
`eval_metadata.json`	software	healthy	`eval-workspace/iteration-2/r2s09/eval_metadata.json`
`r2s03.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s03.md`
`r2s02.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s02.md`
`r2s06.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s06.md`
`r2s08.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s08.md`
`r2s07.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s07.md`
`r2s09.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s09.md`
`r2s04.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s04.md`
`r2s10.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s10.md`
`r2s01.md`	software	healthy	`eval-workspace/iteration-2/ground_truth/r2s01.md`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`agents`	software	healthy	`agents`
`eval-workspace`	software	healthy	`eval-workspace`
`iteration-15-tmux`	software	healthy	`eval-workspace/iteration-15-tmux`
`iteration-2`	software	healthy	`eval-workspace/iteration-2`
`r2s03`	software	healthy	`eval-workspace/iteration-2/r2s03`
`r2s02`	software	healthy	`eval-workspace/iteration-2/r2s02`
`r2s01`	software	healthy	`eval-workspace/iteration-2/r2s01`
`r2s04`	software	healthy	`eval-workspace/iteration-2/r2s04`
`scenarios`	software	healthy	`eval-workspace/iteration-2/scenarios`
`r2s05_interaction`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s05_interaction`
`r2s06_botched_kill`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s06_botched_kill`
`r2s04_guardrail`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s04_guardrail`
`r2s01_flaky_blame`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s01_flaky_blame`
`r2s02_migration_rows`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s02_migration_rows`
`r2s03_weak_evidence`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s03_weak_evidence`
`r2s08_simple_check`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s08_simple_check`
`r2s10_two_causes`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s10_two_causes`
`r2s07_units`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s07_units`
`r2s09_log_level`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s09_log_level`
`r2s05`	software	healthy	`eval-workspace/iteration-2/r2s05`
`r2s09`	software	healthy	`eval-workspace/iteration-2/r2s09`
`ground_truth`	software	healthy	`eval-workspace/iteration-2/ground_truth`
`r2s10`	software	healthy	`eval-workspace/iteration-2/r2s10`
`r2s07`	software	healthy	`eval-workspace/iteration-2/r2s07`
`r2s06`	software	healthy	`eval-workspace/iteration-2/r2s06`
`r2s08`	software	healthy	`eval-workspace/iteration-2/r2s08`
`iteration-3`	software	healthy	`eval-workspace/iteration-3`
`r3s06`	software	healthy	`eval-workspace/iteration-3/r3s06`
`r3s10`	software	healthy	`eval-workspace/iteration-3/r3s10`
`r3s05`	software	healthy	`eval-workspace/iteration-3/r3s05`
`r3s09`	software	healthy	`eval-workspace/iteration-3/r3s09`
`r3s03`	software	healthy	`eval-workspace/iteration-3/r3s03`
`scenarios`	software	healthy	`eval-workspace/iteration-3/scenarios`
`r3s02_extrapolation`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s02_extrapolation`
`r3s06_dose`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s06_dose`
`r3s07_determinism`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s07_determinism`
`src`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s07_determinism/src`
`r3s04_parallel_trends`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s04_parallel_trends`
`r3s10_baseline`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s10_baseline`
`r3s08_mechanical`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s08_mechanical`
`r3s09_refute_rec`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s09_refute_rec`
`r3s01_noise`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s01_noise`
`r3s03_harking`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s03_harking`
`r3s05_aa_harness`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s05_aa_harness`
`ground_truth`	software	healthy	`eval-workspace/iteration-3/ground_truth`
`r3s02`	software	healthy	`eval-workspace/iteration-3/r3s02`
`r3s01`	software	healthy	`eval-workspace/iteration-3/r3s01`
`r3s07`	software	healthy	`eval-workspace/iteration-3/r3s07`
`r3s04`	software	healthy	`eval-workspace/iteration-3/r3s04`
`r3s08`	software	healthy	`eval-workspace/iteration-3/r3s08`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`process`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s04_guardrail/new_im…`
`process`	software	healthy	`eval-workspace/iteration-2/scenarios/r2s04_guardrail/old_im…`
`dedup`	software	healthy	`eval-workspace/iteration-3/scenarios/r3s02_extrapolation/de…`
`g`	software	dead	`eval-workspace/iteration-3/scenarios/r3s07_determinism/src/…`
`f`	software	dead	`eval-workspace/iteration-3/scenarios/r3s07_determinism/src/…`
`make_corpus`	software	dead	`eval-workspace/iteration-9/scenarios/r9s09_corruption_loc/s…`
`corrupt`	software	dead	`eval-workspace/iteration-9/scenarios/r9s09_corruption_loc/s…`
`make`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s06_warming/sim.py:8`
`score`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s06_warming/sim.py:17`
`score`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s04_retry_policy/sim…`
`baseline`	software	dead	`eval-workspace/iteration-9/scenarios/r9s04_retry_policy/sim…`
`gen_jobs`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s03_scheduler/sim.py…`
`baseline_pick`	software	dead	`eval-workspace/iteration-9/scenarios/r9s03_scheduler/sim.py…`
`score`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s03_scheduler/sim.py…`
`__init__`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s01_fairness/sim.py:…`
`tick`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s01_fairness/sim.py:…`
`admit`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s01_fairness/sim.py:…`
`run`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s01_fairness/sim.py:…`
`gen`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s10_priority/sim.py:…`
`enqueue`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s10_priority/sim.py:…`
`dequeue`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s10_priority/sim.py:…`
`score`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s10_priority/sim.py:…`
`GoldenFactory`	software	healthy	`eval-workspace/certification/golden-ratio/baselines.py:20`
`make`	software	healthy	`eval-workspace/certification/golden-ratio/baselines.py:37`
`policy`	software	healthy	`eval-workspace/certification/golden-ratio/baselines.py:38`
`JitterFactory`	software	healthy	`eval-workspace/certification/golden-ratio/baselines.py:34`
`__init__`	software	healthy	`eval-workspace/certification/golden-ratio/policy.py:32`
`reset`	software	healthy	`eval-workspace/certification/golden-ratio/policy.py:41`
`__call__`	software	healthy	`eval-workspace/certification/golden-ratio/policy.py:44`
`policy`	software	healthy	`eval-workspace/certification/golden-ratio/policy.py:57`
`bin_of`	software	healthy	`eval-workspace/certification/golden-ratio/check_phase.py:26`
`maxbin`	software	healthy	`eval-workspace/certification/golden-ratio/check_phase.py:29`
`independent_det`	software	dead	`eval-workspace/certification/golden-ratio/attack1b_in_sim.p…`
`independent_rand`	software	dead	`eval-workspace/certification/golden-ratio/attack1b_in_sim.p…`
`independent_rand2`	software	dead	`eval-workspace/certification/golden-ratio/attack1b_in_sim.p…`
`herd`	software	healthy	`eval-workspace/certification/golden-ratio/attack234.py:28`
`__init__`	software	healthy	`eval-workspace/certification/golden-ratio/check_quant.py:14`
`__call__`	software	healthy	`eval-workspace/certification/golden-ratio/check_quant.py:16`
`score`	software	healthy	`eval-workspace/certification/golden-ratio/sim.py:13`
`baseline`	software	dead	`eval-workspace/certification/golden-ratio/sim.py:38`
`down_window`	software	healthy	`eval-workspace/certification/golden-ratio/run_variants.py:8`
`down_flap`	software	healthy	`eval-workspace/certification/golden-ratio/run_variants.py:12`
`run_one`	software	healthy	`eval-workspace/certification/golden-ratio/run_variants.py:17`
`agg`	software	healthy	`eval-workspace/certification/golden-ratio/run_variants.py:22`
`ok`	software	healthy	`eval-workspace/certification/golden-ratio/run_variants.py:31`
`score`	software	healthy	`eval-workspace/certification/golden-ratio/simx.py:20`
`run`	software	healthy	`eval-workspace/certification/golden-ratio/attack1_cross_cli…`
`golden_slots`	software	healthy	`eval-workspace/certification/golden-ratio/check_gaps.py:17`
`random_slots`	software	healthy	`eval-workspace/certification/golden-ratio/check_gaps.py:20`
`max_per_second_bin`	software	healthy	`eval-workspace/certification/golden-ratio/check_gaps.py:24`

Showing first 50 of this kind. Full payload available via the JSON button at the top of the page.

Label	Layer	Status	Path
`BaselineLimiter`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s01_fairness/sim.py:…`
`FIFO`	software	healthy	`eval-workspace/iteration-9/scenarios/r9s10_priority/sim.py:…`
`DecorrelatedSpreadPolicy`	software	healthy	`eval-workspace/certification/golden-ratio/policy.py:31`
`PerRequestPolicy`	software	healthy	`eval-workspace/certification/golden-ratio/check_quant.py:13`
`Fixed`	software	healthy	`eval-workspace/iteration-13/scenarios/r13s02_conclimit/sim.…`
`Fixed`	software	healthy	`eval-workspace/iteration-13/scenarios/r13s06_canary/sim.py:…`
`LCG`	software	healthy	`eval-workspace/grand-challenge/frontier_sls.py:34`
`Index`	software	healthy	`eval-workspace/iteration-5/scenarios/r5s02_true_naive/looku…`

Label	Layer	Status	Path
`port:8443`	network	healthy	`eval-workspace/iteration-4/scenarios/r4s08_trivial_read/con…`
`port:5432`	network	healthy	`skills/scientific-method/evals/evals.json`

Label	Layer	Status	Path
`88plug__scientific-method`	software	healthy	`/data/fable5_failed_archive/88plug__scientific-method`

Label	Layer	Status	Path
`redis`	data	healthy	`eval-workspace/trigger_eval_set.json`

Label	Layer	Status	Path
`gpu (detected)`	hardware	healthy	`README.md`

Label	Layer	Status	Path
`vps::aws`	hardware	healthy	`eval-workspace/certification/golden-ratio/baselines.py`

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88plug/scientific-method

Complete repo analysis

file 50+

directory 50+

function 50+

class 8

port 2

repo 1

database 1

gpu 1

vps 1