Epistemic: current analyses

System Epistemic account
LACP LACP's candidate retention, evaluator domains and consequential reliance routes at the frozen revision.
AgeMem AgeMem's documentary truth-apt routes, evaluator licenses and outcome-responsive policy adaptation.
trajectory-informed-memory-generation Epistemic routes of trajectory-informed memory generation: outcome evidence, causal conjecture, conflict precedence and the limits of AppWorld warrant.
wikiskill WikiSkill epistemic routes: trace-derived wiki claims, validation-limited skill acceptance and downstream instruction authority.
aide2 AIDE2 epistemic routes: task measurements, private-grade reliance, context transformations and the limits of harness-improvement warrant.
origin Origin epistemic routes: capture, lexical citation admission, page-linked entailment judgments, human review and bounded repair authority.
MiroShark MiroShark epistemic routes: graph assertions, heuristic belief adaptation, report evidence and outcome-to-trading authority.
Cortex Cortex epistemic routes: imported assertions, model metadata, formal inference, heuristic warnings and the limits of reliance.
RSIAgent RSIAgent epistemic routes: candidate verification, experience retention, downstream reliance and the limits of improvement claims.
llm-wiki-coordination LLM Wiki Coordination: truth-apt candidates, revision endorsement, audit predicates and reliance limits at the frozen commit.
Agentic Local Brain Agentic Local Brain epistemic routes: imported content, generated metadata and wiki text, structural checks, retrieval authority and bounded warrant.
AgentFly AgentFly's answer checking, case authority, model-mediated evidence acquisition and retriever selection at the frozen revision.
Ars Contexta Ars Contexta epistemic routes: source acquisition, note criticism, quality gates and retained instruction authority at the frozen revision.
Agno Agno epistemic routes: tool acquisition, answer rewriting, scoped evaluators, soft learning admission and scored training-data export.
pal Pal epistemic routes: source acquisition, wiki compilation, lint, operational learning and bounded evaluators.
claude-obsidian claude-obsidian's claim assessment, mechanical evidence gates and later reliance at the frozen source boundary.
SkillRL SkillRL epistemic routes: outcome checks, unverified skill admission, search-answer scoring and behavior adaptation.
AriGraph AriGraph epistemic routes: observation and paragraph acquisition, model fact maintenance, decision authority and bounded evaluation at the frozen commit.
llm-project-wiki LLM Project Wiki's source acquisition, compiled-page reliance and maintenance checks: what licenses later answers at the frozen prompt boundary.
Stash Stash epistemic routes: extraction, hypothesis assessment, admission and the limits of withdrawal at the frozen revision.
AI-Context-OS AI-Context-OS epistemic routes: imported and generated candidates, governance checks, operational admission and later reliance.
echel Echel epistemic routes: imported product assertions, review metadata, structural gates, verification and bounded downstream reliance.
Zikkaron Zikkaron epistemic routes: memory admission, heuristic conjectures, reliance changes, freshness checks and benchmark judgments.
SAGE SAGE epistemic routes: executable skill admission, benchmark evidence, expert selection and reward-mediated policy change.
quicky-wiki Quicky Wiki's claim admission, confidence, review and downstream reliance routes at its frozen revision.
Apache Maka Apache Maka epistemic routes: user-evidence memory acceptance, goal judging, context authority and benchmark verification at the frozen commit.
Synapptic Synapptic epistemic routes: transcript-grounded candidate claims, heuristic profile authority and model-judged guard feedback at the frozen revision.
Tracecraft Tracecraft epistemic routes: caller assertions, transcript transformations, coordination authority and bounded storage evaluators.
arsumbris Arsumbris epistemic routes: typed diagnostics, operational governance and unknown content warrant at the entry-repository boundary.
llm-context-base Epistemic routes of llm-context-base: source extraction, completion criteria, precedent use and behavior-shaping retained text at the frozen template revision.
Claude Context Guard Claude Context Guard's truth-apt records, QA and lesson admission, integrity checks and later behavioral authority.
Synthadoc Synthadoc epistemic routes: compilation, citation checks, lifecycle authority, withdrawal and later consumption at the frozen source boundary.
TheKnowledge TheKnowledge epistemic routes: source acquisition, citation checks, model synthesis, evaluators and reversible reliance at the frozen Git revision.
MemoryOS MemoryOS truth-apt content, admission checks and downstream reliance at the frozen revision.
Basic Memory Basic Memory epistemic routes: note reliance, schema checks, prescribed research and reflection, and benchmark answer evaluation.
beever-atlas Beever Atlas: what extraction, cleanup, contradiction checks, wiki maintenance and QA license for later reliance.
GMemory GMemory epistemic routes: task-outcome checks, lossy experience extraction and automatic admission of reusable guidance.
AI Agents in Depth AI Agents in Depth: imported observations, numerical grounding checks and bounded retry-policy acceptance, distinguished from task correctness and live improvement.
Agent-R Agent-R epistemic routes: environment outcome checks, model critique, synthetic revision examples and the limits of iterative-training warrant.
ByteRover CLI ByteRover CLI epistemic routes: structural admission, caller judgment, lossy delivery, post-write review and bounded evaluation claims.
oh-my-pi oh-my-pi's content, judgment and managed-skill authority routes, with bounded implementation evidence rather than a system-wide warrant verdict
ATLAS ATLAS epistemic routes: record admission, knowledge updates, contradiction flags and the limits of downstream reliance.
claude-workstream-kit Claude Workstream Kit: which retained claims, measurements and evidence checks license later work, and where their authority stops.
Tardigrade Tardigrade epistemic routes: content acquisition, output checks, compaction reliance and prescribed evaluation at the frozen revision.
llmwiki-marimo Epistemic routes of llmwiki-marimo: document compilation, mode-specific grounding, verification, repair and conditional financial derivation.
MentisDB MentisDB epistemic routes: candidate extraction, structural admission, operational withdrawal, selective context and the limits of knowledge-loss and improvement claims.
llm-wiki LLM Wiki epistemic routes: source compilation, structural checks, delegated criticism and later reliance at the frozen commit.
CocoIndex CocoIndex epistemic routes: source context, typed extraction, entity decisions, operational checks and the limits of freshness as warrant.
Halo Halo epistemic routes: trace-relative computation, model diagnosis, operational completion and externally evaluated harness changes.
Exocomp Exocomp's truth-apt content, structural signoff, report withdrawal and model-facing authority routes at the frozen revision.
CrewAI CrewAI truth-apt content, memory curation, output gates and feedback authority at the frozen revision.
Ecdysis Ecdysis epistemic routes: failure evidence, collaborative diagnoses, score-based harness admission and separately retained skills.
Decapod Decapod epistemic routes: provenance-labelled knowledge, evaluator imports, proof-scoped publication and opaque internalization at the frozen commit.
smriti-mcp Smriti MCP epistemic routes: caller-authored claims, unchecked provenance, retrieval authority and deterministic maintenance.
Engraph Engraph's truth-apt acquisition, identity extraction, structural checks and operational reliance at the frozen revision.
beads_rust beads_rust epistemic routes: issue assertions, scoped gate reports, policy admission and downstream reliance.
cass_memory_system cass_memory_system epistemic routes: historical evidence heuristics, model judgment, retained guidance and feedback-driven authority at the frozen revision
eigenius Eigenius epistemic routes: prose interpretation, scoped proof checking, statistical decisions and consequential witness consumption.
LLM-WIKI-MCP LLM-WIKI-MCP epistemic routes: source acquisition, deterministic and model answers, structural checks, retention and later reliance.
Compound Engineering Plugin Compound Engineering Plugin's grounding, learning reliance, review disposition and evaluation routes, with instruction-level and executable authority separated.
exo Exo epistemic routes: imported evidence, authoritative memory, skill admission, task checks and self-change limits.
Hyperagents Hyperagents' prediction, benchmark-checking and executable-reliance routes: what evaluation licenses and what recursive improvement remains unestablished.
Closure-SDK Closure-SDK Closure EA: geometric checking, target-feedback authority, text encoding and bounded mathematical outputs.
pi-posthorse Pi Posthorse epistemic routes: provenance-sensitive recovery, unchecked task-state retention and operational context admission at the frozen extension boundary.
incremental-self-improvement Incremental self-improvement's measurement, historical usefulness and live policy authority in the revised FKI-198-94 capture.
From Agent Memory to Portable Skills Epistemic routes of From Agent Memory to Portable Skills: what source grounding, gates, review and repair license in the frozen NAMS article.
GBrain GBrain's source-relative checks, candidate synthesis, owner endorsement and withdrawal at the frozen revision.
archie Archie epistemic routes: operational profile authority versus planned documentation warrant.
JEPA-Anything JEPA-Anything's task-design proposals, declared-validity gates, numerical checks and limits on scientific reliance.
nao nao epistemic routes: analytics evidence, user-memory admission, answer tests and context diagnoses at the frozen commit.
Sentry Skills Sentry Skills epistemic routes: bounded checks, operational decisions and evidence-directed instruction revision.
Graphiti Graphiti's truth-apt content, temporal comparison, reliance and downstream authority at the frozen revision.
Phantom Phantom epistemic routes: imported assertions, heuristic fact authority, reflection admission and later reliance.
harness2 Harness² epistemic routes: execution evidence, lesson warrant, operational admission and separate benchmark measurement.
ReasoningBank ReasoningBank's trajectory checks, advice admission and later reliance, separated from transfer and learning warrant.
link Link epistemic routes: source acquisition, memory review, wiki checks and downstream reliance at the frozen revision.
autocontext Autocontext epistemic routes: evaluation domains, retained advice, imported warrant and the limits of improvement claims.
PrimeScientist PrimeScientist epistemic routes: benchmark evidence, conclusion reshaping and score-driven reliance at the frozen revision.
MemWiki MemWiki epistemic routes: source synthesis, wiki reliance, health proposals and history condensation at the frozen commit.
xMemory xMemory epistemic routes: conversation-derived candidates, comparison extraction, admission, hierarchy selection and offline answer scoring.
CORAL CORAL epistemic routes: task grading, shared research, grounding checks and the limits of score- and note-based reliance.
academic-research-skills Epistemic routes of academic-research-skills: research synthesis, citation and claim checks, screening admission and revocable reliance.
ModularRSI ModularRSI epistemic routes: trajectory evidence, causal conjectures, candidate admission and later executable reliance.
AI Research OS Workshop AI Research OS Workshop: source attribution, synthesized wiki claims, maintenance checks and the limits of downstream reliance.
o-o o-o epistemic routes: web research, source validity guidance, direct admission and later reliance at the frozen commit.
Instinctual Memory Instinctual Memory's content, evidence gates and reliance routes: what sourced facts and retrieval evaluation license at the frozen revision.
jaz-evals jaz-evals epistemic routes: benchmark verdicts, trace-conditioned advice, structural admission and later reliance.
DocMason DocMason epistemic routes: provenance, heuristic grounding, publication admission and interaction-derived reliance.
ReframeWeb ReframeWeb's routes from remembered assertions and tool evidence through completion, guidance admission and saved Store testing, with bounded warrant and consumer scope.
Atomic Atomic's candidate generation, citation checks, publication authority and retrieval evaluation at its frozen source revision.
llm-wiki LLM Wiki epistemic routes: candidate extraction, unchecked wiki admission, metadata reinforcement and synthesis verification at the frozen revision.
kgai kgai epistemic routes: decision reasons, structural authority, bounded recall, integrity checks and capture evaluation.
MerchantBench MerchantBench epistemic routes: simulated feedback, report import, model proposals, scratchpad reliance and terminal wealth evaluation.
Synto Synto epistemic routes: source-derived candidates, structural checks, publication authority and later answer consumption.
SAGE SAGE epistemic routes: candidate retention, optional lasting/support judgments, reliance, correction and bounded benchmark warrant.
SwarmWorld SwarmWorld epistemic routes: simulated measurement, candidate admission, public reliance, adaptive retrieval and bounded evaluation.
OpenWiki OpenWiki epistemic routes: source-version checks, sparse Claim decisions, verification metadata, downstream context and separate benchmark judgment.
Eidetic Eidetic epistemic routes: source-relative support, maintenance judgments, retention and later operational authority.
ExpeL ExpeL epistemic routes: benchmark checks, trace-fed insight revision and later reliance without a separate insight acceptance gate.
context-constitution Context Constitution's proposed routes from experience to durable context, their evaluation limits and later behavioral authority.
Letta Code Letta Code epistemic routes: retained claims, memory admission, compaction, human reflection selection and bounded mod evaluation.
SkillNote SkillNote epistemic routes: procedural candidates, user review, feedback checks and consequential ranking.
dense-mem Dense-Mem's evidence-relative admission, correction, conflict selection and recall authority, including a support-gating claim mismatch.
pi-self-learning pi-self-learning: truth-apt reflection, syntactic admission and historical-memory authority at the frozen extension revision.
Mem0 Mem0's extraction, admission, reliance and withdrawal routes, separating stored conversation claims from warranted knowledge.
Memori Memori epistemic routes: service-derived candidates, client admission, contextual reliance and bounded benchmark judgments.
Napkin Napkin's routes from conversation and vault content to retained notes, agent answers, structural checks and benchmark scores.
KBLaM KBLaM epistemic routes: synthetic references, numerical knowledge consumption, answer checks and the limits of reliance.
MemPalace MemPalace epistemic routes: stored testimony, similarity-based admission, temporal fact replacement and bounded evaluation at the frozen revision.
Voyager Voyager's task judgments, model-generated guidance and retained executable skills: evidence, acceptance and later authority at the frozen revision.
Meta-n Meta-n epistemic routes: candidate strategy generation, benchmark checks, operational selection and bounded warrant.
EchoWiki EchoWiki's source acquisition, candidate synthesis, structural checks and later wiki reliance at the frozen revision.
CQ CQ epistemic routes: host-led candidate checking, persistence before acceptance, remote review admission, and feedback-driven advice selection.
binder Binder epistemic routes: structural admission, model-generated journal candidates and human-guided reliance.
Agent Skills for Context Engineering Epistemic routes of Agent Skills for Context Engineering: source review, mechanism admission, routing evaluation and trace-fed instruction revision.
auto-harness auto-harness epistemic routes: benchmark evidence, candidate selection, retained diagnoses and the limits of improvement claims.
nuggets Nuggets epistemic routes: claim acquisition, associative recall, operational reliance and promotion limits in the shipped TypeScript system.
wuphf Wuphf epistemic routes: cited answers, fact synthesis, contradiction disposal and verified-task reliance.
QwenPaw QwenPaw epistemic routes: imported evidence, memory maintenance, relevance checks and the limits of reliance at the frozen revision.
secure-llm-wiki Secure LLM-Wiki: source compilation, security admission and later evidential reliance, distinguished from factual acceptance.
Reflexion Reflexion's task-local evidence, correctness labels and unchecked reflection guidance at the frozen revision.
IsaacCLupus_mnemosyn_spec Epistemic routes of IsaacCLupus_mnemosyn_spec: proposed audit and governance versus legacy publication and delegated backend authority.
Hermes Agent Hermes Agent epistemic routes: retained facts and skills, recalled-context authority, compression checks and goal evaluation at the frozen revision.
llm-wiki llm-wiki truth-apt routes: source selection, synthesis, trust review, feedback promotion and bounded executable checks.
SoL-Pi SoL-Pi epistemic routes: exact evidence selection, operational admission and the limits of evidence-preservation claims.
semantic-engine Semantic Engine epistemic routes: imported assertions, numerical selection, checks and downstream authority at the frozen revision.
OpenSage OpenSage's claim checking, findings admission, context transformations and benchmark reliance at the frozen source boundary.
OS-Copilot OS-Copilot's routes from generated answers, execution feedback and acquired web content to completion, retention and later reliance.
HippoRAG HippoRAG epistemic routes: passage acquisition, model extraction, structural admission, relevance selection and answer evaluation.
SkillWeaver SkillWeaver's routes from browser practice to claims, tested labels and executable skills, with the scope of their checks and later reliance.
Enoch Enoch's memory reliance, evidence synthesis, candidate assessment, withdrawal and software-validation routes at the frozen application boundary.
llm-wiki llm-wiki: source fidelity, synthesis, semantic-check proxies and authority granted to retained pages
prime-agent Prime Agent's content, refinement, review and shell-gate authority routes at the frozen commit.
Prove2Me_workspace Prove2Me_workspace's distinct formal-proof, source-faithfulness, campaign-attestation and extraction authorities, without observed agent or backend operation.
echoes-vault-opencode EchoesVault for OpenCode epistemic routes: caller-proposed knowledge, mechanical admission, deterministic discovery and bounded reliance.
okf-harness OKF Harness epistemic routes: source acquisition, agent synthesis, structural checks, evidence withholding and retained-answer authority.
Hyalo Hyalo epistemic routes: structural checks, semantic classification, advisory review and later reliance at the frozen revision.
Tolaria Tolaria's note-content, operational checks and reliance routes at the frozen revision; retention is distinguished from epistemic acceptance.
Thalo Thalo epistemic routes: structural checking, synthesis candidates, admission, retention and later reliance.
talorys Talorys epistemic routes: personal-fact admission, conflict judgments, recency authority, summaries and semantic evaluation
EvoOntology EvoOntology's semantic commitment, retrieval, task evidence and evaluation-to-publication authority routes.
REM REM's content generation, reliance, evaluation and withdrawal routes at its frozen source boundary.
equipa EQUIPA epistemic routes: software verdicts, retained experience and evidence-responsive instruction changes, with bounded warrant.
cludebot Cludebot's memory-derived claims, contradiction handling, confidence gates and evaluation authority at the frozen revision.
Tendril Tendril epistemic routes: capability claims, live-data acquisition, execution checks and later reliance.
interview-doc-agent Interview Doc Agent's factual-content, reliance and checking routes in its prompt-operated experience library.
sig-releases Sig epistemic routes: what capture, synthesis, human sharing approval and later AI context license in the frozen release documentation.
Signet Signet epistemic routes: source matching, semantic maintenance, aggregate-recall admission, withdrawal and benchmark judgment.
Agent S Agent S epistemic routes: desktop evidence, experience admission, coding reports and offline comparative judgment.
gnosis Gnosis epistemic routes: caller-supplied rationale, advisory review, structural admission, lexical read-back and withdrawal.
AutoSci AutoSci epistemic routes: source acquisition, hypothesis verdicts, wiki consistency and bounded Hiera evaluation.
Spacebot Spacebot epistemic routes: extraction, operational admission, consolidation, withdrawal and later reliance, distinguished from truth acceptance.
WikiSkill WikiSkill's truth-apt lessons, procedural candidates, evaluator domains and bounded admission authority.
meta-harness Meta-Harness epistemic routes: task-answer checking, harness selection and the limits of mechanism inference from benchmark feedback.
Company Brain Company Brain's truth-apt acquisition, memory admission, reply checks and later behavioral authority at the frozen revision.
supermemory Supermemory epistemic routes: public context transformations and withdrawal controls, with inferred-fact review and graph maintenance bounded by an opaque engine.
Dynamic Cheatsheet Dynamic Cheatsheet's candidate generation, model-requested verification, unchecked reference admission and bounded benchmark evaluators.
Swamp Swamp epistemic routes: typed execution, plan criticism, review verdicts, skill evaluations and verification attestations.
WeKnora WeKnora epistemic routes: source acquisition, generated answers and wiki content, memory reliance, checks and bounded evaluation.
Pond Pond's archival warrant, structural admission, recall authority and operational evaluators at the frozen revision.
Semiont Semiont's source attribution, model criticism, candidate ranking and operational admission, distinguished from factual acceptance.
ai-modules ai-modules truth-apt content, checking, retention and reliance routes at the frozen source boundary.
eal-bench EAL-Bench's authorization-content, evaluation and reliance routes, separating structural admission from semantic warrant.
Cognee Cognee epistemic routes: session-lesson acceptance, conflict handling, ranking and reference-answer evaluation at the frozen revision.
Fractal Fractal epistemic routes: task-result reliance, retained trajectory, operational checks and the limits of context and verification claims.
playground Playground epistemic routes: file and execution evidence, operational gates, ancillary transformations and unimplemented model-memory claims.
Kompl Kompl epistemic routes: source interpretation, admission, contradiction checks, query feedback and the limits of compounding warrant.
funes Funes epistemic routes: source preservation, compilation, mechanical gates, editorial fidelity review and later wiki reliance.
Continuity Continuity's memory, narrative, research and Threads routes: what their checks license and what later consumers receive.
PageIndex PageIndex's document evidence, structural checks, summary admission and answer authority at the frozen revision.
Hindsight Hindsight epistemic routes: source acquisition, observation revision, page refresh, answer generation and bounded evaluation at the frozen commit.
VLM-wiki VLM-wiki epistemic routes: image candidates, corpus measurements, scripted interpretations, reliance and provenance relabeling.
browzy.ai browzy.ai epistemic routes: source-to-wiki authority, answer grounding, health checks and interaction-derived candidates.
Siftly Siftly epistemic routes: imported bookmarks, generated annotations, validation, reliance and withdrawal at the frozen revision.
Virtual Context Virtual Context's source warrant, summary and fact checks, actor-card acceptance and consequential consumers at the frozen revision.
Voiden Voiden epistemic routes: request evidence, outcome classification, response retention and delegated tool verification.
OpenViking OpenViking epistemic routes: memory proposals, structural checks, recall authority and rollout-driven policy updates at the frozen revision.
deja-vu deja-vu's historical evidence, lifecycle authority, fix-pair checks and plan warnings at the frozen source boundary.
LLM-Wiki-v3 LLM-Wiki-v3 epistemic routes: source-conditioned proposals, lexical checks, curated retention and evaluation authority.
SkillLift SkillLift epistemic routes: rubric judgments, benchmark-backed selection, receipt calibration and unchecked fusion at the frozen revision.
Auto-claude-code-research-in-sleep Epistemic routes of Auto-claude-code-research-in-sleep: empirical support, proof judgment, local checks and later reliance.
memex Memex's source-to-wiki, maintenance and answer routes: provenance, model judgment and consequential reliance at the frozen revision.
Self-Training-LLM Self-Training-LLM epistemic routes: source-conditioned candidates, consistency proxies, training authority and document-relative model judging.
claude-code-dynamic-workflows Claude Code dynamic workflows: documented claim checking, structural validation, operational reliance and replay, without implementation or run evidence.
A-MEM A-MEM's content acquisition, metadata judgments, operational admission and limits on epistemic warrant.
sage-wiki Sage-wiki truth-apt production, graph evidence checks and output reliance at its frozen revision.
openclerk OpenClerk epistemic routes: source acquisition, synthesis, source-sensitive repair, retrieval authority and bounded evaluation.
Sparks Sparks epistemic routes: source acquisition, semantic revision doctrine, deterministic collection inferences and the limits of mechanical checks.
ai-memex-cli Epistemic routes of ai-memex-cli: source lineage, structural checks, delegated judgment and later reliance
SkillX SkillX epistemic routes: experience import, model abstraction, admission checks and later instructional reliance.
lhtb LHTB epistemic routes: task outcomes, oracle-relative grading, context handoffs and post-run model assessments.
Agent Workflow Memory Agent Workflow Memory's trajectory checks, workflow warrant and later behavioral authority at the frozen revision.