i- dZddlZddlZddlZddlZddlZddlZddlmZmZddl m Z ddl m Z m Z mZmZmZe ej%j&j&Zedz dz Zedz dz Zed z ed z d z d z d z gZej0ej2d ej4ej6gej8dZgdZhdZde e e fdee dee fdZ!de e e fde fdZ"de e e fde#fdZ$de dee fdZ%dee dee fdZ&d)de'dee fdZ(dZ)dZ*d ee de fd!Z+d*d"e d#e d$e,de,fd%Z-d ee d$e,ddfd&Z.d+d'Z/e0d(k(re/yy),ar TITAN Memory Updater ==================== Reads all KG entity files, extracts learnings/axioms/failures/successes, synthesizes the top-20 most recent/important learnings, and writes the updated TITAN MEMORY section to CLAUDE.md. Designed to run on session stop hook (Stop event from observability_logger). Usage: python core/titan_memory_updater.py # Update all CLAUDE.md files python core/titan_memory_updater.py --dry-run # Print proposed changes only python core/titan_memory_updater.py --top 20 # Control learning count All paths on E: drive. No SQLite. No C: drive writes. N)datetimetimezone)Path)AnyDictListOptionalTupleKNOWLEDGE_GRAPHentitiesaxiomsz CLAUDE.mdz.claude worktreeszcharming-diracz7%(asctime)s [%(levelname)s] titan_memory -- %(message)s)levelformathandlers titan_memory) learning principle observationinsighttitle description one_linerwhatguardrail_added never_again> axiomr session_ctmmeta_cognitioncritical_failurefailure_evolutionknowledge_hygienetitan_memory_entryfailure_evolution_batchrecordfieldsreturnc|D]U}|j|}|st|ts(t|j dkDsE|j cSy)z5Extract first non-empty text from prioritized fields. N)get isinstancestrlenstrip)r%r&fvals 2/mnt/e/genesis-system/core/titan_memory_updater.py _extract_textr2IsM jjm :c3'C ,jjm :c3'J r3cpd}|jdd}|tvr|dz }|dk(r|dz }|dk(r|dz }t|}d |vr|d z }nd |vr|dz }nd |vr|dz }n d |vr|dz }|jds"|jds|jdr|dz }|jdr|dz }|S)zM Score a record for importance ranking. Higher = more important. gtypeg@r g@rg?z2026-02g@z2026-0120262025?rrr key_insight)r*HIGH_VALUE_TYPESr9)r%scorerec_typetss r1 _record_scorerE[s Ezz&"%H##  %%  =    6 "BB   b   2   2  zz+&**]";vzzJ[?\  zz-    Lr3pathc~g} t|dd5}|D]:}|j}|s |jtj|< ddd|S#tj $rY]wxYw#1swY|SxYw#t $r0}tjd|jd|Yd}~|Sd}~wwxYw)z2Load a .jsonl file, silently skip malformed lines.utf-8replace)encodingerrorsNzCould not read : ) openr.appendjsonloadsJSONDecodeError Exceptionlogdebugname)rFrecordsfhlinees r1load_jsonl_filerZsG 6 $ ; r zz|NN4::d#34    N ++  N 6 ODII;b455 N6sWBA6$AA6BA30A62A33A66B;BB B< %B77B<rVc g}|D]}t|t}|s|jdxs(|jdxs|jdxsd}tjdd|j ddj d}|j||t|t||jd d d |S) zo Convert raw KG records into structured learning dicts: {key, text, timestamp, score, source_file} ridrUrz [^a-z0-9_]_N(r;unknown)keytextr5rBr;) r2LEARNING_FIELDSr*resublowerr.rNr9rE)rV learningsrecraraw_keyr`s r1extract_learnings_from_recordsris I S/2 '''"TcggdmTswwvT*ff]C9#2>DDSI*3/"3'GGFI.    " r3top_nc g}tjrWtjdD]?}t|}t |}|D]}|j |d<|j |AtjrdtjdD]L}t|}t |}|D]}|j |d<|dxxdz cc< |j |Ntjdt|d|jdd t}g}|D]/}|d |vs |j|d |j|1tjd t|d ||d |S)zo Walk all KG entity and axiom files, extract and rank learnings. Returns top_n by score + recency. z*.jsonl source_filerBr?z Extracted z raw learnings from KGc|d|dfS)NrBr5)xs r1z$load_all_learnings..saj!K.%Ar3T)r`reverser`z After dedup: z unique learnings, taking top N)KG_ENTITIES_DIRexistsglobrZrirUextend KG_AXIOMS_DIRrSinfor-sortsetaddrN)rj all_learningsfpathrV extractedL seen_keysdedupeds r1load_all_learningsrs !#M$)))4 ,E%e,G6w?I .#(::-  .   +  ,"'' 2 ,E%e,G6w?I "#(::- ' c!  "   +  ,HHz#m,--C DEA4PIG  U89 $ MM!E( # NN1  HH}S\N*H PQ 6E?r3## TITAN MEMORY## END TITAN MEMORYrfc gd}|D]Y}|d}t|dkDr|dddz}t|ddk\r|dddn|d}|jd |d d |d |d [|gdz }dj|S)z.Render the full TITAN MEMORY markdown section.)rr<zETitan Memory captures surprise-based learnings from evolution cycles.r<z### Recent LearningsraxNu...r5r)z- **r`z**: z ())r<z### Axiom SourceszR- `/mnt/e/genesis-system/KNOWLEDGE_GRAPH/axioms/genesis_evolution_learnings.jsonl`r<r )r-rNjoin)rflinesr~rarDs r1build_titan_sectionrs E9y t9s?:%D$'+$72$=Q{^CR 1[> tAeH:T$r"Q78 9 E 99U r3claude_md_pathnew_titan_sectiondry_runc|jstjd|y|jd}|j t }|j t }|dk(s|dk(rtjd|y|tt z }|||}|d||z||dz}|r]tjd|tjd t|d tjd t|d y |j|dtjd |y #t$r%}tjd|d|Yd}~yd}~wwxYw)zs Replace the TITAN MEMORY block in a CLAUDE.md file. Returns True if updated, False if skipped/failed. zCLAUDE.md not found: FrHrJz"TITAN MEMORY markers not found in Nz[DRY RUN] Would update z Old section length: z charsz New section length: TzUpdated TITAN MEMORY in zFailed to write rL) rsrSwarning read_textfindTITAN_START_MARKERTITAN_END_MARKERr-rw write_textrRerror) rrrcontent start_idxend_idx old_section new_contentrYs r1update_claude_mdrsj  " +N+;<=&&&8G /0Ill+,GB'R- 88HIJ s#$$G)G,K*9%(99GGH*:;< )#k*:);6BC )#.?*@)AHI!!+!@ +N+;<=  $^$4Bqc:;s+D:: E(E##E(c dtjtjj ddtjtjj t ||ddDcgc]}|d c}|tDcgc] }t|c}d}tdz } t|d d 5}|jtj|d zdddtjd |j ycc}wcc}w#1swY6xYw#t"$r"}tj%d|Yd}~yd}~wwxYw)z$Log this updater run as a KG entity.titan_memory_update_z %Y%m%d_%H%M%Stitan_memory_updateNr`)r\r;r6learnings_counttop_keysrtargetsztitan_memory.jsonlarHrrzLogged run entity to zCould not write run entity: )rnowrutcstrftime isoformatr-CLAUDE_MD_TARGETSr,rrrMwriterOdumpsrSrwrUrRr)rfrr~pentityout_pathrWrYs r1write_run_entityr*s%X\\(,,%?%H%H%Y$Z[% X\\*446y>'0!}5!QuX5$56qCF6F!55H8 (C' 2 0b HHTZZ'$. / 0 (8966 0 0 8 21#6778s<7 D D/D&=(D%*D&D#D&& E/E  Ec tjd}|jddd|jdtdd |j }t j d t|j }|st jd yt j dt|dt|dddD]4\}}t j d|d|ddd|dd|dddd 6t|}d}tD] }t|||js|dz }"|js t!|dt j d|d ttd!y)"NzTITAN Memory Updater)rz --dry-run store_truez#Print proposed changes, don't write)actionhelpz--topz/Number of top learnings to include (default 20))r;defaultrz%=== TITAN Memory Updater starting ===)rju*No learnings extracted — aborting updatezTop z learnings selected:rz z. [rBz.1fz] r`rLra<rr)rFz#=== TITAN Memory Updater complete: /z files updated ===)argparseArgumentParser add_argumentint parse_argsrSrwrtoprr- enumeraterrrrr)parserargsrfir~ new_sectionupdatedtargets r1mainrBsg  $ $1G HF  L?de c2rs"  '33 H~%%'..55 !22Z?008; ;9{*-== K ,, D#g##CJJ/ 0 g'$sCx.$s) d38n#$sCx.#U#T$4:$DJ4:4(c(4:(^'(4:#:"T"c"D"]a"R8T 8T8d80i< zFr3