{
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  "item": {
    "slug": "continuity-kernel",
    "name": "continuity-kernel",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/tkuehnl/continuity-kernel",
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      "contracts.py"
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        "Paste one of the prompts below and point your agent at the extracted folder."
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          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete."
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        {
          "label": "Upgrade existing",
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      "checkedAt": "2026-04-30T16:55:25.780Z",
      "expiresAt": "2026-05-07T16:55:25.780Z",
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  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Then review README.md for any prerequisites, environment setup, or post-install checks. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
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  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "When to use this skill",
        "body": "Use this skill when the user wants to:\n\nInject bounded continuity context into llm_input without manual configuration\nPersist Soul Card + Mission Ticket state with deterministic runtime contracts (durable default SQLite path, zero-config)\nKeep agent behavior fail-open if continuity logic or storage has an error\nGenerate reproducible runtime proof receipts for audits and reviews\nRun shadow-mode evals and append chunk-level quality snapshots"
      },
      {
        "title": "Commands",
        "body": "# Run full test suite\npython3 -m unittest discover -s tests/continuity-kernel -p 'test_*.py'\n\n# Generate deterministic runtime contract proof artifact\npython3 skills/continuity-kernel/generate_runtime_contract_proof.py\n\n# SC-02 core-shadow gate (trace optional, synthetic allowed for this suite)\npython3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite core-shadow --runs 100 --append artifacts/continuity-kernel/p0-evals.json\n\n# SC-02 perturb robustness gate (trace-backed, deterministic selector + size_only)\npython3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite memoryarena-mini-perturb --perturb-profile deletion --selector-mode deterministic --compaction-policy size_only --runs 100 --trace-jsonl tests/continuity-kernel/fixtures/shadow_eval_trace_memoryarena_mini_perturb.jsonl --append artifacts/continuity-kernel/p0-evals.json\n\n# SC-02 perturb robustness gate (trace-backed, dual-route + attention-preserving)\npython3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite memoryarena-mini-perturb --perturb-profile deletion --selector-mode dual_route_experimental --compaction-policy attention_preserving_experimental --runs 100 --trace-jsonl tests/continuity-kernel/fixtures/shadow_eval_trace_memoryarena_mini_perturb.jsonl --append artifacts/continuity-kernel/p0-evals.json"
      },
      {
        "title": "Options",
        "body": "run_shadow_eval.py options:\n\n--layer TEXT — Active P0 layer name\n--chunk TEXT — Active chunk id/name\n--suite core-shadow|memoryarena-mini|memoryarena-mini-perturb — Task suite for eval scoring\n--perturb-profile none|deletion|noise_injection|reorder — Deterministic perturb profile for memoryarena-mini-perturb\n--selector-mode deterministic|dual_route_experimental — Selector mode tag for A/B eval receipts\n--compaction-policy size_only|attention_preserving_experimental — Compaction policy label for dropped-field A/B eval comparison\n--runs N — Number of evaluated shadow runs (default: 100)\n--trace-jsonl PATH — JSONL file containing observed shadow outcomes (repeatable)\n--trace-dir PATH — Directory scanned for *.jsonl observed shadow outcomes (repeatable)\n--append PATH — JSON file path to append snapshot results\n--allow-synthetic — Permit synthetic fallback for non-core suites when traces are unavailable (forced pass=false)\n--artifacts-root PATH — Directory for summary receipts (default: ~/.cache/continuity-kernel/p0-evals)\n\nRuntime persistence defaults:\n\nContinuityHookAdapter() uses ~/.local/state/continuity-kernel/continuity.db\nOverride default path with CONTINUITY_KERNEL_DB_PATH\nUse :memory: only as explicit opt-in test mode"
      }
    ],
    "body": "When to use this skill\n\nUse this skill when the user wants to:\n\nInject bounded continuity context into llm_input without manual configuration\nPersist Soul Card + Mission Ticket state with deterministic runtime contracts (durable default SQLite path, zero-config)\nKeep agent behavior fail-open if continuity logic or storage has an error\nGenerate reproducible runtime proof receipts for audits and reviews\nRun shadow-mode evals and append chunk-level quality snapshots\nCommands\n# Run full test suite\npython3 -m unittest discover -s tests/continuity-kernel -p 'test_*.py'\n\n# Generate deterministic runtime contract proof artifact\npython3 skills/continuity-kernel/generate_runtime_contract_proof.py\n\n# SC-02 core-shadow gate (trace optional, synthetic allowed for this suite)\npython3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite core-shadow --runs 100 --append artifacts/continuity-kernel/p0-evals.json\n\n# SC-02 perturb robustness gate (trace-backed, deterministic selector + size_only)\npython3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite memoryarena-mini-perturb --perturb-profile deletion --selector-mode deterministic --compaction-policy size_only --runs 100 --trace-jsonl tests/continuity-kernel/fixtures/shadow_eval_trace_memoryarena_mini_perturb.jsonl --append artifacts/continuity-kernel/p0-evals.json\n\n# SC-02 perturb robustness gate (trace-backed, dual-route + attention-preserving)\npython3 skills/continuity-kernel/run_shadow_eval.py --layer 'Soul Card' --chunk 'SC-02' --suite memoryarena-mini-perturb --perturb-profile deletion --selector-mode dual_route_experimental --compaction-policy attention_preserving_experimental --runs 100 --trace-jsonl tests/continuity-kernel/fixtures/shadow_eval_trace_memoryarena_mini_perturb.jsonl --append artifacts/continuity-kernel/p0-evals.json\n\nOptions\n\nrun_shadow_eval.py options:\n\n--layer TEXT — Active P0 layer name\n--chunk TEXT — Active chunk id/name\n--suite core-shadow|memoryarena-mini|memoryarena-mini-perturb — Task suite for eval scoring\n--perturb-profile none|deletion|noise_injection|reorder — Deterministic perturb profile for memoryarena-mini-perturb\n--selector-mode deterministic|dual_route_experimental — Selector mode tag for A/B eval receipts\n--compaction-policy size_only|attention_preserving_experimental — Compaction policy label for dropped-field A/B eval comparison\n--runs N — Number of evaluated shadow runs (default: 100)\n--trace-jsonl PATH — JSONL file containing observed shadow outcomes (repeatable)\n--trace-dir PATH — Directory scanned for *.jsonl observed shadow outcomes (repeatable)\n--append PATH — JSON file path to append snapshot results\n--allow-synthetic — Permit synthetic fallback for non-core suites when traces are unavailable (forced pass=false)\n--artifacts-root PATH — Directory for summary receipts (default: ~/.cache/continuity-kernel/p0-evals)\n\nRuntime persistence defaults:\n\nContinuityHookAdapter() uses ~/.local/state/continuity-kernel/continuity.db\nOverride default path with CONTINUITY_KERNEL_DB_PATH\nUse :memory: only as explicit opt-in test mode"
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    "publisherUrl": "https://clawhub.ai/tkuehnl/continuity-kernel",
    "owner": "tkuehnl",
    "version": "0.2.0",
    "license": null,
    "verificationStatus": "Indexed source record"
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