power-framework
Validate, index, search, and manage your knowledge base from the command line — or let AI agents do it through MCP. Built for knowledge workers who want machine-readable notes, automated quality checks, and token-efficient AI access to their Second Brain
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weby-homelab
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The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.
These names and descriptions are the publisher's own, read from the source code. We print them as written. Our assessment is the findings above, not this list.
get_server_infoReturn the versioned read-only runtime and vault discovery report.
lint_vaultRun the P.O.W.E.R. health check / linter to verify note metadata, link integrity, and check for orphans.
generate_indexCompile the vault hierarchical index: a summary index.md plus per-folder _index.md files.
sync_vaultPublish an atomic search-index generation for the configured vault.
read_sub_indexRead one bounded page of a P.A.R.A. sub-index without generating files.
ensure_sub_indexGenerate and read one bounded page of a P.A.R.A. sub-index.
ingest_noteCreate a new note with strict OKF metadata frontmatter, regenerate the index, and log the change.
get_memory_contextRead transactional-memory context without changing vault state.
propose_memory_changePersist a reviewable, content-addressed memory proposal without applying it.
apply_memory_changeApply only an explicitly approved memory proposal.
validate_memory_stateValidate the vault after a transactional-memory operation.
read_memory_historyRead append-only transaction receipts without note content.
handoff_workCreate/read/advance a canonical Task v2; never execute its next action.
infra_actionCall only the configured local INFRA-1 broker; never execute shell text.
search_vault_toolSearch vault notes and return provenance-bearing untrusted data only.
synthesize_sessionCreate a new session synthesis note with auto-classified OKF frontmatter, Graph RAG related links, and full index/log maintenance.
rot_auditRun the P.O.W.E.R. ROT audit with local analysis by default.
archive_notesMove stale/expired notes to 04_Archive. Use dry_run=True (default) to preview first.
suggest_related_toolSuggest related notes. ``method`` is 'semantic' (dense cosine over BGE-M3) or 'keyword' (legacy Jaccard overlap). Semantic degrades to keyword with a warning when the embedding backend is unavailable.
heal_frontmatter_toolScan and heal missing/invalid frontmatter fields across vault notes. Use dry_run=True (default) to preview first.
check_markdown_toolCheck markdown quality issues across the vault: trailing whitespace, list markers, header jumps, code language.
POWER_BENCHMARK_RECEIPTPOWER_VAULT_DIRPOWER_EGRESS_POLICYGITHUB_REPOSITORYGITHUB_SHAGITHUB_RUN_ATTEMPTGITHUB_EVENT_NAMEGITHUB_REFGITHUB_REF_PROTECTEDGITHUB_WORKFLOWGITHUB_RUN_IDSOURCE_DATE_EPOCHHF_HOMEKEEP_PROFILE_CONTAINERACCEPTANCE_HARNESS_REVISIONPOWER_DOMAIN_CONFIGPOWER_UPGRADE_VAULTPOWER_UPGRADE_MARKERPOWER_UPGRADE_POINTXDG_CACHE_HOMEPOWER_FTS_OPERATORPOWER_SEARCH_DBPOWER_EMBED_DEVICEPOWER_EMBED_NUM_THREADSPOWER_RERANKER_DEVICEPOWER_RERANKER_BATCH_SIZEPOWER_BGE_RERANKER_MAX_TOKENSPOWER_EMBED_PROVIDEROptional dense embedding manager: BGE-M3 (default, 1024d, direct ONNX Runtime — BGEM3OnnxManager) / Qwen3-0.6B / MiniLM-L12-v2 (light) via POWER_EMBED_PROVIDER, loaded only on dense pathsPOWER_SYNC_VMEM_LIMIT_MBHF_HUB_CACHEPOWER_MODEL_OFFLINEHF_HUB_OFFLINEHF_HUB_DISABLE_TELEMETRYPOWER_LLM_ALLOWED_ORIGINSPOWER_EMBED_BATCH_SIZEPOWER_EMBED_COMMIT_EVERYPOWER_INFRA_SOCKETPOWER_INFRA_RUNTIME_DIRRUNTIME_DIRECTORYCREDENTIALS_DIRECTORYLISTEN_PIDLISTEN_FDSPOWER_INFRA_ALLOWED_UIDSPOWER_INFRA_ALLOWED_GIDSHF_ENDPOINTPOWER_ALLOW_DENSE_FALLBACKPOWER_COLBERT_MIN_RAM_GBPOWER_COLBERT_MODELPOWER_RERANKERThe default BGE reranker is an Apache-2.0 ONNX snapshot with SHA-256 checks. Local jinaai/jina-reranker-v2-base-multilingual is CC-BY-NC-4.0 and requires POWER_RERANKER=jina plus POWER_ALLOW_NONCOMMERCIAL_MODELS=1 for permitted non-commercial use.POWER_OLLAMA_EMBED_MODELPOWER_QWEN3_EMBED_MODELPOWER_BGE_M3_ONNX_REPOPOWER_BGE_M3_ONNX_REVISIONPOWER_EMBED_DEVICE_IDPOWER_EMBEDDING_MODELOLLAMA_HOSTPOWER_OLLAMA_EMBED_TIMEOUTPOWER_OLLAMA_EMBED_RETRIESPOWER_OLLAMA_THREADSPOWER_BGE_M3_MAX_TOKENSPOWER_LLM_API_KEYPOWER_LLM_API_BASEPOWER_LLM_MODELPOWER_QWEN3_RERANKER_MODELPOWER_JINA_RERANKER_MODELPOWER_BGE_RERANKER_ONNX_REPOPOWER_BGE_RERANKER_ONNX_REVISIONOPENROUTER_API_KEYNo access to sensitive paths
Reads sensitive paths: /etc/power/infra/credentials
Remove reads of sensitive system paths. If you genuinely need them, document why in the README.
Readable source code
1 file are minified or bundled, which is usually build output rather than concealment
Ship unminified, readable source.
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