MCP Observatory
54s ago Tracked 52,799 Last 54s ago 24h 2,818
github Python analyzed 0530942

vouchdev/vouch

github

A git-native, review-gated knowledge base for AI agents: they propose writes, you approve them. Every claim cites a source, every change is a diff in your repo. MCP + CLI.

maintainer
vouchdev
license
MIT
first seen
2026-07-01
last seen
2026-07-31
releases · 30d
0
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 77 tools
transport stdio · streamable-http · http verified reported listed in the official MCP registry counts 77 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • kb_activity
  • kb_approve
  • kb_archive
  • kb_audit
  • kb_capabilities
  • kb_capture_correction
  • kb_cite
  • kb_clear_claims
  • kb_compile
  • kb_confirm
  • kb_context
  • kb_contradict
  • kb_crystallize
  • kb_dedup_scan
  • kb_detect_themes
  • kb_diff
  • kb_digest
  • kb_doctor
  • kb_effectiveness
  • kb_embeddings_stats
  • kb_eval_embeddings
  • kb_experts
  • kb_expire
  • kb_explain_ranking
  • kb_export
  • kb_export_check
  • kb_get_skill
  • kb_graph_export
  • kb_impact
  • kb_import_check
  • kb_index_rebuild
  • kb_lint
  • kb_list_claims
  • kb_list_entities
  • kb_list_goals
  • kb_list_pages
  • kb_list_pending
  • kb_list_relations
  • kb_list_sessions
  • kb_list_skills
  • kb_list_sources
  • kb_neighbors
  • kb_propose_claim
  • kb_propose_delete
  • kb_propose_entity
  • kb_propose_goal
  • kb_propose_page
  • kb_propose_relation
  • kb_propose_theme
  • kb_provenance_rebuild
  • kb_read_claim
  • kb_read_entity
  • kb_read_evidence
  • kb_read_page
  • kb_read_relation
  • kb_read_source
  • kb_register_source
  • kb_register_source_from_path
  • kb_reindex_embeddings
  • kb_reject
  • kb_reject_extracted
  • kb_search
  • kb_session_end
  • kb_session_start
  • kb_session_transcript
  • kb_set_goal_status
  • kb_source_verify
  • kb_stats
  • kb_status
  • kb_summarize_session
  • kb_supersede
  • kb_synthesize
  • kb_trace
  • kb_triage_pending
  • kb_volunteer_context
  • kb_why
  • kb_wipe_dead_refs
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 0530942 · analyzer v33 · 5d ago

skills & prompt files 22

danger signals2

code evidence vv1.5.0 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 402

filesystem 190

  • fs (weak) vouchdev-vouch-0530942/.github/scripts/koth_score.py :34 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/.github/scripts/promote_champion.py :24 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/.github/scripts/score_strategy.py :22 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/.github/scripts/update_leaderboard.py :24 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/.github/scripts/validate_kit.py :18 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/benchmarks/bench_bundle.py :4 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/benchmarks/bench_search.py :4 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/benchmarks/conftest.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/benchmarks/fixtures/gen_kb.py :18 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/docs/img/examples/render.py :28 import shutil
  • fs (weak) vouchdev-vouch-0530942/scripts/gen_schemas.py :20 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/scripts/repro_list_pages_crash.py :22 import shutil
  • fs vouchdev-vouch-0530942/src/vouch/adopt.py :28 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/audit.py :17 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/auto_pr.py :20 import shutil
  • fs vouchdev-vouch-0530942/src/vouch/bench.py :121 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/bundle.py :25 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/capabilities.py :12 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/capture.py :29 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/chatgpt_import.py :37 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/cli.py :15 import shutil
  • fs vouchdev-vouch-0530942/src/vouch/codex_rollout.py :31 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/dual_solve.py :13 import shutil
  • fs vouchdev-vouch-0530942/src/vouch/embeddings/cache.py :7 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/embeddings/dedup.py :6 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/embeddings/migration.py :6 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/embeddings/scorer.py :11 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/eval/recall.py :12 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/fetch.py :117 resp = _opener.open(req, timeout=timeout)
  • fs vouchdev-vouch-0530942/src/vouch/health.py :13 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/http_server.py :52 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/hub.py :30 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/hub_client.py :26 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/inbox.py :22 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/index_db.py :19 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/install_adapter.py :36 import shutil
  • fs vouchdev-vouch-0530942/src/vouch/jsonl_server.py :26 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/logging_config.py :118 return _VouchManagedHandler(open(path, "a", encoding="utf-8"))
  • fs vouchdev-vouch-0530942/src/vouch/media.py :44 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/migrations/journal.py :15 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/migrations/manifest.py :25 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/migrations/rewriter.py :16 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/migrations/runner.py :16 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/migrations/schema.py :9 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/notify.py :37 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/openclaw/context_engine.py :24 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/openclaw/rpc.py :8 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/pins.py :37 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/pr_bot.py :98 with open(path, encoding="utf-8") as fh:
  • fs vouchdev-vouch-0530942/src/vouch/pr_cache.py :27 import shutil
  • fs vouchdev-vouch-0530942/src/vouch/retrieval_events.py :138 with path.open("a", encoding="utf-8") as fh:
  • fs vouchdev-vouch-0530942/src/vouch/sandbox.py :12 import shutil
  • fs vouchdev-vouch-0530942/src/vouch/scoping.py :13 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/server.py :16 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/session_split.py :16 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/skills.py :37 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/storage.py :33 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/strategy.py :47 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/sync.py :14 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/transcript.py :15 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/vault_sync.py :48 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/web/console.py :19 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/web/dual_solve_api.py :12 from pathlib import Path
  • fs vouchdev-vouch-0530942/src/vouch/web/server.py :43 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/embeddings/test_cli.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/embeddings/test_dedup.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/embeddings/test_integration.py :9 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/embeddings/test_migration.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/embeddings/test_search.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/embeddings/test_similarity.py :13 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/embeddings/test_storage.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_adopt.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_agents.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_audit.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_audit_scoping.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_auto_pr.py :8 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_bench.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_brain_commands.py :13 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_bundle.py :9 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_capabilities.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_capture.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_capture_answer.py :19 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_capture_correction.py :10 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_capture_scope.py :16 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_cascade_delete.py :10 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_chatgpt_import.py :14 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_clear_claims.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_cli.py :18 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_cli_bundle_and_misc.py :13 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_cli_lifecycle_surface.py :13 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_cli_maintenance.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_cli_read_list.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_codex_adapter_load_real.py :26 import shutil
  • fs (weak) vouchdev-vouch-0530942/tests/test_codex_rollout.py :14 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_compile.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_console.py :16 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_context.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_contradictions.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_dead_claim_refs.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_delete.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_diff.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_digest.py :7 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_dual_solve.py :9 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_effectiveness.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_enrich.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_eval_recall.py :7 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_example_screenshots.py :17 import shutil
  • fs (weak) vouchdev-vouch-0530942/tests/test_experts.py :11 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_expire.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_explain_ranking.py :7 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_extract.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_extractors_edges.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_fetch.py :7 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_gated_import.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_goals.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_graph.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_health.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_hooks.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_hot_memory.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_http_server.py :10 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_http_server_mcp.py :29 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_hub.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_hub_client.py :11 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_inbox.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_index.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_index_db_embeddings.py :14 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_install_adapter.py :21 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_jsonl_server.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_jsonl_server_surface.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_koth_kit.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_lifecycle.py :10 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_llm_draft.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_media.py :19 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_memory_contract.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_metrics.py :20 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_migrations.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_migrations_rewriter.py :13 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_notify.py :11 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_onboarding.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_openclaw_context_engine.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_openclaw_plugin_load_real.py :17 import shutil
  • fs (weak) vouchdev-vouch-0530942/tests/test_openclaw_plugin_manifest.py :14 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_operator_profile.py :7 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_page_filters.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_page_kinds.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_pins.py :7 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_pr_bot.py :3 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_pr_bot_diff_coverage.py :15 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_pr_cache.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_pr_cache_helpers.py :16 import shutil
  • fs (weak) vouchdev-vouch-0530942/tests/test_pr_labeler_workflow.py :3 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_promote_champion.py :7 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_prompt_gate_live.py :22 import shutil
  • fs (weak) vouchdev-vouch-0530942/tests/test_propose_similarity.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_read_evidence_source.py :11 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_recall.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_receipt_auto_approve.py :12 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_retrieval_backend.py :10 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_retrieval_events.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_salience.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_sandbox.py :4 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_schema_migrations.py :14 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_scoping.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_server_tool_surface.py :14 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_session_split.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_session_split_renarrate.py :16 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_session_transcript.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_sessions.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_skills.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_stats.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_storage.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_strategy.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_strategy_configured.py :13 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_strategy_sandbox_child.py :28 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_sync.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_synthesize.py :7 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_themes.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_triage.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_trust.py :9 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_trusted_agent_auto_approve.py :13 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_update_leaderboard.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_vault_sync.py :25 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_verify.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_volunteer_context.py :6 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_volunteer_context_paths.py :15 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_web.py :18 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_web_diff_view.py :10 import shutil
  • fs (weak) vouchdev-vouch-0530942/tests/test_web_dual_solve.py :5 from pathlib import Path
  • fs (weak) vouchdev-vouch-0530942/tests/test_web_e2e.py :20 from pathlib import Path
  • fs vouchdev-vouch-0530942/webapp/app.py :25 from pathlib import Path

shell / exec 23

  • shell (weak) vouchdev-vouch-0530942/benchmarks/conftest.py :4 import subprocess
  • shell (weak) vouchdev-vouch-0530942/docs/img/examples/render.py :29 import subprocess
  • shell vouchdev-vouch-0530942/src/vouch/auto_pr.py :21 import subprocess
  • shell vouchdev-vouch-0530942/src/vouch/capture.py :25 import subprocess
  • shell vouchdev-vouch-0530942/src/vouch/llm_draft.py :15 import subprocess
  • shell vouchdev-vouch-0530942/src/vouch/media.py :40 import subprocess
  • shell vouchdev-vouch-0530942/src/vouch/pr_cache.py :28 import subprocess
  • shell vouchdev-vouch-0530942/src/vouch/strategy.py :44 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_capture.py :277 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_cli.py :16 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_codex_adapter_load_real.py :27 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_hub.py :55 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_install_adapter.py :18 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_openclaw_plugin_load_real.py :18 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_pr_bot.py :1 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_pr_cache.py :10 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_pr_cache_helpers.py :17 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_prompt_gate_live.py :23 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_strategy.py :183 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_strategy_sandbox_child.py :26 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_trust.py :6 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_web_diff_view.py :11 import subprocess
  • shell (weak) vouchdev-vouch-0530942/tests/test_web_dual_solve.py :4 import subprocess

network 15

  • net vouchdev-vouch-0530942/demo/vouch-llm.py :29 import urllib.error
  • net vouchdev-vouch-0530942/src/vouch/fetch.py :28 import socket
  • net vouchdev-vouch-0530942/src/vouch/http_server.py :49 import socket
  • net vouchdev-vouch-0530942/src/vouch/hub_client.py :23 import urllib.error
  • net vouchdev-vouch-0530942/src/vouch/notify.py :33 import urllib.error
  • net vouchdev-vouch-0530942/src/vouch/pr_cache.py :30 import urllib.error
  • net vouchdev-vouch-0530942/src/vouch/web/console.py :16 import urllib.error
  • net vouchdev-vouch-0530942/src/vouch/web/server.py :45 from urllib.parse import quote
  • net (weak) vouchdev-vouch-0530942/tests/test_chatgpt_import.py :81 "message": _msg("assistant", ["import requests"], recipient="python"),
  • net (weak) vouchdev-vouch-0530942/tests/test_console.py :206 from urllib.parse import urlparse
  • net (weak) vouchdev-vouch-0530942/tests/test_http_server.py :7 import urllib.error
  • net (weak) vouchdev-vouch-0530942/tests/test_http_server_mcp.py :26 import urllib.error
  • net (weak) vouchdev-vouch-0530942/tests/test_pr_cache_helpers.py :18 import urllib.error
  • net (weak) vouchdev-vouch-0530942/tests/test_strategy.py :113 import socket
  • net vouchdev-vouch-0530942/webapp/app.py :28 import httpx

secrets 5

  • secrets vouchdev-vouch-0530942/demo/vouch-llm.py :34 key = os.environ.get("ANTHROPIC_API_KEY", "").strip()
  • secrets vouchdev-vouch-0530942/src/vouch/cli.py :11 import getpass
  • secrets vouchdev-vouch-0530942/src/vouch/hub_client.py :96 env = os.environ.get("VOUCH_HUB_TOKEN")
  • secrets vouchdev-vouch-0530942/src/vouch/pr_cache.py :337 key = os.environ.get("ANTHROPIC_API_KEY")
  • secrets vouchdev-vouch-0530942/webapp/app.py :35 VOUCH_HTTP_TOKEN = os.environ.get("VOUCH_HTTP_TOKEN", "")

database 10

  • db vouchdev-vouch-0530942/src/vouch/cli.py :16 import sqlite3
  • db vouchdev-vouch-0530942/src/vouch/context.py :16 import sqlite3
  • db vouchdev-vouch-0530942/src/vouch/explain_ranking.py :44 import sqlite3
  • db vouchdev-vouch-0530942/src/vouch/index_db.py :16 import sqlite3
  • db vouchdev-vouch-0530942/src/vouch/salience.py :24 import sqlite3
  • db vouchdev-vouch-0530942/src/vouch/storage.py :30 import sqlite3
  • db (weak) vouchdev-vouch-0530942/tests/test_cli.py :15 import sqlite3
  • db (weak) vouchdev-vouch-0530942/tests/test_context.py :347 import sqlite3
  • db (weak) vouchdev-vouch-0530942/tests/test_explain_ranking.py :6 import sqlite3
  • db (weak) vouchdev-vouch-0530942/tests/test_index_db_embeddings.py :12 import sqlite3

tool registrations 77

  • kb_capabilities vouchdev-vouch-0530942/src/vouch/server.py :109
  • kb_status vouchdev-vouch-0530942/src/vouch/server.py :119
  • kb_stats vouchdev-vouch-0530942/src/vouch/server.py :125
  • kb_list_skills vouchdev-vouch-0530942/src/vouch/server.py :135
  • kb_get_skill vouchdev-vouch-0530942/src/vouch/server.py :152
  • kb_activity vouchdev-vouch-0530942/src/vouch/server.py :167
  • kb_digest vouchdev-vouch-0530942/src/vouch/server.py :193
  • kb_search vouchdev-vouch-0530942/src/vouch/server.py :218
  • kb_explain_ranking vouchdev-vouch-0530942/src/vouch/server.py :250
  • kb_experts vouchdev-vouch-0530942/src/vouch/server.py :295
  • kb_neighbors vouchdev-vouch-0530942/src/vouch/server.py :312
  • kb_context vouchdev-vouch-0530942/src/vouch/server.py :330
  • kb_synthesize vouchdev-vouch-0530942/src/vouch/server.py :372
  • kb_read_page vouchdev-vouch-0530942/src/vouch/server.py :393
  • kb_read_claim vouchdev-vouch-0530942/src/vouch/server.py :407
  • kb_read_entity vouchdev-vouch-0530942/src/vouch/server.py :421
  • kb_read_relation vouchdev-vouch-0530942/src/vouch/server.py :434
  • kb_read_evidence vouchdev-vouch-0530942/src/vouch/server.py :447
  • kb_read_source vouchdev-vouch-0530942/src/vouch/server.py :461
  • kb_diff vouchdev-vouch-0530942/src/vouch/server.py :475
  • kb_list_pages vouchdev-vouch-0530942/src/vouch/server.py :487
  • kb_list_claims vouchdev-vouch-0530942/src/vouch/server.py :519
  • kb_list_entities vouchdev-vouch-0530942/src/vouch/server.py :532
  • kb_list_relations vouchdev-vouch-0530942/src/vouch/server.py :544
  • kb_list_sources vouchdev-vouch-0530942/src/vouch/server.py :557
  • kb_list_pending vouchdev-vouch-0530942/src/vouch/server.py :570
  • kb_triage_pending vouchdev-vouch-0530942/src/vouch/server.py :583
  • kb_register_source vouchdev-vouch-0530942/src/vouch/server.py :603
  • kb_register_source_from_path vouchdev-vouch-0530942/src/vouch/server.py :625
  • kb_propose_claim vouchdev-vouch-0530942/src/vouch/server.py :640
  • kb_propose_page vouchdev-vouch-0530942/src/vouch/server.py :667
  • kb_compile vouchdev-vouch-0530942/src/vouch/server.py :693
  • kb_summarize_session vouchdev-vouch-0530942/src/vouch/server.py :716
  • kb_list_sessions vouchdev-vouch-0530942/src/vouch/server.py :732
  • kb_session_transcript vouchdev-vouch-0530942/src/vouch/server.py :744
  • kb_propose_entity vouchdev-vouch-0530942/src/vouch/server.py :760
  • kb_propose_relation vouchdev-vouch-0530942/src/vouch/server.py :784
  • kb_propose_delete vouchdev-vouch-0530942/src/vouch/server.py :807
  • kb_capture_correction vouchdev-vouch-0530942/src/vouch/server.py :832
  • kb_propose_goal vouchdev-vouch-0530942/src/vouch/server.py :851
  • kb_list_goals vouchdev-vouch-0530942/src/vouch/server.py :882
  • kb_set_goal_status vouchdev-vouch-0530942/src/vouch/server.py :896
  • kb_approve vouchdev-vouch-0530942/src/vouch/server.py :936
  • kb_reject vouchdev-vouch-0530942/src/vouch/server.py :957
  • kb_reject_extracted vouchdev-vouch-0530942/src/vouch/server.py :966
  • kb_expire vouchdev-vouch-0530942/src/vouch/server.py :985
  • kb_supersede vouchdev-vouch-0530942/src/vouch/server.py :1006
  • kb_contradict vouchdev-vouch-0530942/src/vouch/server.py :1015
  • kb_archive vouchdev-vouch-0530942/src/vouch/server.py :1022
  • kb_confirm vouchdev-vouch-0530942/src/vouch/server.py :1028
  • kb_clear_claims vouchdev-vouch-0530942/src/vouch/server.py :1034
  • kb_wipe_dead_refs vouchdev-vouch-0530942/src/vouch/server.py :1070
  • kb_cite vouchdev-vouch-0530942/src/vouch/server.py :1094
  • kb_source_verify vouchdev-vouch-0530942/src/vouch/server.py :1106
  • kb_session_start vouchdev-vouch-0530942/src/vouch/server.py :1125
  • kb_volunteer_context vouchdev-vouch-0530942/src/vouch/server.py :1137
  • kb_session_end vouchdev-vouch-0530942/src/vouch/server.py :1144
  • kb_crystallize vouchdev-vouch-0530942/src/vouch/server.py :1150
  • kb_index_rebuild vouchdev-vouch-0530942/src/vouch/server.py :1163
  • kb_lint vouchdev-vouch-0530942/src/vouch/server.py :1169
  • kb_doctor vouchdev-vouch-0530942/src/vouch/server.py :1183
  • kb_export vouchdev-vouch-0530942/src/vouch/server.py :1197
  • kb_export_check vouchdev-vouch-0530942/src/vouch/server.py :1213
  • kb_import_check vouchdev-vouch-0530942/src/vouch/server.py :1223
  • kb_audit vouchdev-vouch-0530942/src/vouch/server.py :1240
  • kb_reindex_embeddings vouchdev-vouch-0530942/src/vouch/server.py :1263
  • kb_dedup_scan vouchdev-vouch-0530942/src/vouch/server.py :1277
  • kb_eval_embeddings vouchdev-vouch-0530942/src/vouch/server.py :1288
  • kb_effectiveness vouchdev-vouch-0530942/src/vouch/server.py :1301
  • kb_embeddings_stats vouchdev-vouch-0530942/src/vouch/server.py :1332
  • kb_why vouchdev-vouch-0530942/src/vouch/server.py :1357
  • kb_trace vouchdev-vouch-0530942/src/vouch/server.py :1367
  • kb_impact vouchdev-vouch-0530942/src/vouch/server.py :1374
  • kb_graph_export vouchdev-vouch-0530942/src/vouch/server.py :1383
  • kb_provenance_rebuild vouchdev-vouch-0530942/src/vouch/server.py :1391
  • kb_detect_themes vouchdev-vouch-0530942/src/vouch/server.py :1401
  • kb_propose_theme vouchdev-vouch-0530942/src/vouch/server.py :1441

declared dependencies 24

  • mcp@>=1.0,<2
  • pydantic@>=2.13.4,<3
  • click@>=8.4.0,<9
  • pyyaml@>=6,<7
  • sentence-transformers@>=3,<4
  • numpy@>=1.26,<2
  • pypdf@>=4,<7
  • fastapi@>=0.115,<1
  • jinja2@>=3,<4
  • python-multipart@>=0.0.9
  • uvicorn@>=0.30,<1
  • websockets@>=12,<17
  • pytest@>=9.0.3,<10
  • pytest-benchmark@>=5,<6
  • pytest-cov@>=5,<6
  • mypy@>=2.1.0
  • ruff@>=0.15.13
  • types-pyyaml@*
  • httpx@>=0.28,<1
  • hatchling@>=1.21
  • diff-cover@>=9,<10
  • fastembed@>=0.3,<1
  • onnxruntime@>=1.18,<2
  • sqlite-vec@>=0.1,<1