{
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  "Kind": "DirectoryIssues",
  "Slug": "aippocampus",
  "Name": "AIppocampus",
  "CanonicalUrl": "https://askpod.ai/mcp/aippocampus/issues",
  "ServerUrl": "https://askpod.ai/mcp/aippocampus",
  "IssueTotal": 77,
  "Held": 23,
  "Issues": [
    {
      "Title": "agent_recall can emit a route_note deepen action that fails with source_ref_not_found",
      "Excerpt": "## Summary\n\nA real dogfood recall on `b375c0dd` emitted a primary `agent_deepen` action for a low-confidence `route_note` route, but following the emitted action failed with `source_ref_not_found`.\n\nThis is not just low confidence. The foreground contract gave an executable next step, but that next step could not reopen source.\n\n## Environment\n\n- Local checkout: `b375c0dd`\n- Skill/plugin refreshed locally\n- `aippocampus mcp status --json` reports key tools present\n- Ordinary source search and fr",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2969",
      "PublishedAt": "2026-07-01T10:28:54.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Current-thread MCP can expose stale search_memory schema even after install verifies",
      "Excerpt": "## Summary\n\nAfter syncing to `b375c0dd`, refreshing the Codex plugin, and applying the skill update, a real foreground Codex MCP call still exposed a stale/mismatched `search_memory` tool path. The host/package checks looked healthy, but the current-thread MCP call failed at runtime.\n\nThis is not a claim that the packaged/fresh MCP server is broken. Fresh in-repo MCP probes passed. The gap appears to be current foreground MCP/runtime freshness detection and follow-through.\n\n## Environment\n\n- Loc",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2968",
      "PublishedAt": "2026-07-01T10:28:22.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "APW foreground labels should discount low-signal/meta cue anchors before passing source-anchor gates",
      "Excerpt": "## Summary\n\nAPW semi-default recovery can currently turn low-signal or meta-discussion cue terms into a foreground route label. In a dogfood recall-label UX cue, the compact primary action became:\n\n```text\nOpen APW source route: too / Relationship / continuity\n```\n\nThis is technically source-reopenable, but the selected anchors do not describe the user's real intent (`route labels are too generic`). They make the foreground action look specific while still being semantically weak.\n\n## Reproducti",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2877",
      "PublishedAt": "2026-06-28T10:19:19.000Z",
      "State": "closed",
      "Comments": 3,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Compact recall can still surface generic route labels that are not discriminative enough for foreground choice",
      "Excerpt": "## Summary\n\nDogfood recall still has a route-label quality gap: compact `agent recall` can return reopenable routes whose public labels are technically safe but too generic for a foreground agent to choose between without immediately falling back to manual search/deepen.\n\nThis looks like a recurrence of the route-label UX family previously addressed in issues such as #2080, #2340, #2501, #2526, #2555, #2562, and #2716. The current failure is narrower: low-specificity detection exists, but the co",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2876",
      "PublishedAt": "2026-06-28T10:18:42.000Z",
      "State": "closed",
      "Comments": 4,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Define a product-level progressive disclosure contract for foreground surfaces",
      "Excerpt": "## Summary\n\nAIppocampus has improved many individual foreground surfaces, but the same product problem keeps reappearing: compact/default output still often exposes too many fields, status layers, fallback actions, diagnostics, or internal state before the agent or user gets the smallest useful next step.\n\nThis issue asks for a product-level progressive disclosure contract across setup, status, plugin, MCP, hooks, recall, search, and frontdoor cards. The goal is not just smaller JSON; it is atte",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2841",
      "PublishedAt": "2026-06-27T19:48:20.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Quick tier fails on macOS because Claude Code clean-source metadata keeps cwd under /private/var",
      "Excerpt": "## Problem\n\nOn current `main` / `45e42680`, the quick tier fails on this macOS host in the Claude Code provider normalization test. The failure is triggered by `provider_metadata.cwd` retaining the local temp cwd, which resolves under `/private/var/...` on macOS.\n\nThis looks like both a flaky test and a clean-source boundary question: clean-source visible messages are supposed to omit private/tool material, but the normalized message still carries a local cwd in `provider_metadata`.\n\n## Environm",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2840",
      "PublishedAt": "2026-06-27T19:28:18.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "MCP agent_recall can fail with stale runtime after plugin update while CLI and host probe pass",
      "Excerpt": "## Problem\n\nAfter syncing `main` to `7c45a3c3` and reinstalling/verifying the Codex plugin, the current Codex thread still has a foreground MCP `agent_recall` runtime that appears stale. The host probe and CLI path pass, but the actual foreground MCP tool call fails with a Python signature mismatch.\n\nThis is a UX/product issue because an agent sees AIppocampus tools, tries to use the recommended MCP path, and gets a hard tool failure even though the local install/cache look correct.\n\n## Environm",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2765",
      "PublishedAt": "2026-06-27T06:01:14.000Z",
      "State": "closed",
      "Comments": 2,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Plugin verify can fail key-tool smoke with JSONDecodeError even when tools are visible and CLI recall works",
      "Excerpt": "## Problem\n\nOn current `main` (`ca25b426`) with AIppocampus `0.3.3`, plugin install/verify can report a failed host live probe even though:\n\n- the plugin is installed and enabled;\n- 17 MCP tools are visible;\n- key tools are present (`agent_recall`, `agent_aippo`, `agent_background`, `agent_deepen`, `agent_explain`);\n- the CLI `aippocampus agent recall ... --json` path returns valid JSON.\n\nThis makes setup look broken from the user/agent-facing readiness card, even when core CLI recall is usable.",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2718",
      "PublishedAt": "2026-06-25T18:04:35.000Z",
      "State": "closed",
      "Comments": 2,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Do not mark write commands read_only in update/plugin foreground actions",
      "Excerpt": "## Summary\n\nSecond-user UX probe on current `main` (`30b975bc`) found that setup/status foreground cards can mark write commands as `mutation_risk: read_only`.\n\nThis is a shared foreground-action contract problem, not a single-command typo.\n\n## Repro\n\n```bash\naippocampus plugin status --json\naippocampus update status --foreground-tools-visible --agent-json\naippocampus update plan --json\n```\n\nObserved primary action in `plugin status` / `update status`:\n\n```json\n{\n  \"id\": \"review_agent_callable\",",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2669",
      "PublishedAt": "2026-06-24T11:56:08.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Respect include_private_identifiers=false in MCP list_threads full detail",
      "Excerpt": "## Summary\n\nSecond-user UX/privacy probe on current `main` (`30b975bc`) found that MCP `list_threads` can still expose private identifiers and a very large raw session metadata block even when called with `include_private_identifiers=false` and `include_private_paths=false`.\n\n## Repro\n\nMCP call:\n\n```text\nlist_threads(max=2, detail=\"full\", include_private_paths=false, include_private_identifiers=false)\n```\n\n## Observed\n\nThe compact call is well behaved, but `detail=full` returned fields shaped li",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2666",
      "PublishedAt": "2026-06-24T11:55:59.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Do not source-open the first registry hit when usefulness says query_anchor_missing",
      "Excerpt": "## Summary\n\nSecond-user UX probe on current `main` (`30b975bc`) found a foreground-action mismatch in registry-wide search.\n\nThe search result correctly says the result is not useful enough, but the primary foreground action still tells the agent to open the first hit.\n\n## Repro\n\nCLI:\n\n```bash\naippocampus search --all \"机械飞升 基因飞升\" --json\n```\n\nMCP:\n\n```text\nsearch_memory(query=\"机械飞升 基因飞升\", scope=\"all_registered_sources\", include_private_paths=false)\n```\n\n## Observed\n\nCLI summary fields:\n\n```json\n{",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2662",
      "PublishedAt": "2026-06-24T11:34:47.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Align update status agent-callable readiness with MCP status visibility",
      "Excerpt": "## Problem\n\nOn a second-user macOS install after syncing and reinstalling the Codex plugin at `30b975bc`, the MCP status and update status disagree about foreground agent-callable readiness.\n\nSetup/verification:\n\n```text\naippocampus plugin install --codex --verify\n=> plugin install: ok\n=> agent callable: host probe checked\n```\n\nMCP status then reports tools are visible:\n\n```text\naippocampus mcp status --json\n=> ok=true\n=> tool_count=17\n=> foreground_action=inspect_current_thread_tool_discovery\n`",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2661",
      "PublishedAt": "2026-06-24T04:53:04.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Make live source-chain readiness prerequisite-aware when private dogfood sources are absent",
      "Excerpt": "## Problem\n\nOn a second-user macOS install after syncing `main` to `3d61cd95`, the normal PR/unit gates pass, but the live recall readiness gate fails because it uses maintainer-private dogfood source-chain cues whose expected source is not present in this local registry.\n\nVerified first:\n\n```text\npython tools/aippocampus/docs/check_docs_health.py --json\n=> ok=true\n\npython tools/aippocampus/run_tests.py --tier pr\n=> 311 tests OK, 1 skipped\n\npython -m unittest \\\n  tests.aippocampus.test_mcp_defau",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2652",
      "PublishedAt": "2026-06-23T14:01:47.000Z",
      "State": "closed",
      "Comments": 0,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Normalize explicit clean-source paths across macOS /var symlink boundaries",
      "Excerpt": "## Problem\n\nA focused clean-source resolution test fails on macOS because an explicit clean-source path under `/var/...` is returned as the realpath-normalized `/private/var/...` path.\n\nThis is a small cross-platform path identity issue, but it matters because several recent recall/MCP fixes now depend on source-chain identity and explicit clean-source directory handling. A user- or host-provided explicit path should not fail equality checks merely because macOS exposes `/var` as a symlink to `/",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2610",
      "PublishedAt": "2026-06-22T11:29:20.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Do not mark foreground MCP verified from assertion-only status flags",
      "Excerpt": "## Summary\n\nA real Codex foreground-thread retest found a mismatch between host/plugin verification and the current foreground MCP transport. `plugin install --codex --verify` can pass, and `update status` can be lifted to `full_continuity_path` via assertion flags, while a direct AIppocampus MCP tool call in the same foreground conversation still fails with `Transport closed`.\n\nThis is not a claim that the plugin install path is broken. The CLI fallback and the diagnostic downgrade path are use",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2117",
      "PublishedAt": "2026-06-17T06:31:30.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Add a shared clean-source ingestion and projection sanitizer contract",
      "Excerpt": "## Problem\n\nAIppocampus has many privacy/redaction/source-boundary protections, but the same class of issue keeps reappearing at different edges: a surface has to decide whether some text or metadata is clean source, private operator detail, public-safe projection, audit-only material, or a host/control envelope.\n\nThe latest concrete example is #2049: `agent deepen` reopened a clean-source window whose message text contained a Codex host-internal continuation/goal wrapper. That should not be ord",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2059",
      "PublishedAt": "2026-06-16T21:28:56.000Z",
      "State": "closed",
      "Comments": 1,
      "Reporter": "External",
      "Rank": "recent",
      "Extractor": "github_issue"
    },
    {
      "Title": "Add a shared foreground action and recovery contract for CLI/MCP surfaces",
      "Excerpt": "## Problem\n\nThe recent foreground UX sweep is finding the same failure mode across many surfaces:\n\n- successful or near-successful commands return placeholder actions (`<cue>`, `old cue`);\n- parent commands with `--json` still fall through to raw argparse;\n- recovery cards use different field names and precedence rules;\n- MCP schemas and CLI cards express required selectors differently;\n- some surfaces are operator-only but still look like foreground frontdoors;\n- individual issues fix one comma",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/2057",
      "PublishedAt": "2026-06-16T21:18:59.000Z",
      "State": "closed",
      "Comments": 11,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Make architecture-native designs discoverable as callable agent lanes",
      "Excerpt": "## Summary\n\nSeveral discussion / research designs now have real runtime pieces, but the current safe projection posture can still make those capabilities product-invisible to a foreground agent.\n\nThis is not asking to promote Dream / avatar / Macro / topology / source-shape material into source truth. The current source boundary is correct. The gap is narrower: when a capability is present or requested, the foreground agent should be able to discover the safe capability lane and the next callabl",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/1693",
      "PublishedAt": "2026-06-15T19:42:01.000Z",
      "State": "closed",
      "Comments": 4,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Add compact agent-facing JSON modes for health/update/MCP diagnostics",
      "Excerpt": "## Summary\nSeveral diagnostic commands are either human-compact or full-audit JSON, but there is no compact machine-readable middle layer for foreground agents.\n\n## Environment\n- `main` at `037a642b8a0728c048f037fe04298bdf6173d248`\n- local install refreshed to `v0.3.1`\n- macOS / Codex Desktop dogfood run\n\n## Reproduction\n```bash\naippocampus health --cwd \"$PWD\" --compact-json\n# error: unrecognized arguments: --compact-json\n\naippocampus update status --compact-json\n# error: unrecognized arguments:",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/1492",
      "PublishedAt": "2026-06-14T21:18:22.000Z",
      "State": "closed",
      "Comments": 5,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Distinguish current artifacts from host-exposed AIppocampus CLI/MCP/plugin readiness",
      "Excerpt": "## Summary\n\nSecond-user dogfood found a confusing readiness gap: AIppocampus can report the CLI/MCP/plugin surfaces as current while the current Codex foreground agent still cannot use them as first-class host tools.\n\nThis can make product dogfood look worse than the full intended UX. In our local testing, several agents had to fall back to `PYTHONPATH=... python3 -m ...`, direct clean-source/registry inspection, or broad shell searches. After checking the environment more carefully, that fricti",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/1279",
      "PublishedAt": "2026-06-11T21:17:42.000Z",
      "State": "closed",
      "Comments": 3,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Define graded trust semantics for ambient source-backed packets",
      "Excerpt": "## Summary\n\nAIppocampus should not teach agents to distrust its own source-backed packets.\n\nRight now the safe default wording around ambient/hook output often collapses too many packet types into the same operational stance: “treat this as a hint, do not trust it, reopen source before use.” That is correct for semantic/cognitive hints, but it is too blunt for bounded source-backed evidence.\n\nThis is related to #201, but distinct enough to track separately. #201 is already a long recall-quality ",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/786",
      "PublishedAt": "2026-06-06T07:36:24.000Z",
      "State": "closed",
      "Comments": 7,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Improve human-facing diagnostics for live-provider setup and progressive recall smokes",
      "Excerpt": "## Summary\n\nA second-user macOS/Codex Desktop smoke on `main` at `6442c81` found that the new progressive recall and live-provider surfaces are working, but the operator/human path is still hard to reason about. This may be fine for agents in the steady state, but first-time users and maintainers still need a simpler diagnostic path when provider keys, smoke scripts, or MCP recall handles do not behave as expected.\n\nRelated umbrella/work items: #397, #470, #465.\n\n## What worked\n\n- Updated local ",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/478",
      "PublishedAt": "2026-06-02T13:40:21.000Z",
      "State": "closed",
      "Comments": 4,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    },
    {
      "Title": "Foreground semantic cache warms exact prompts but paraphrases still cold-time out under default hook budget",
      "Excerpt": "## Summary\n\nFollow-up to #53 and #99 on current `main`: the semantic cache works once a prompt has successfully completed, but in an external installed-hook run it only made the exact same prompt shape hot. Semantically close paraphrases still missed the cache and repeatedly hit foreground read timeouts under the default installed hook budget.\n\nThis issue is intentionally scoped to cache/warming and foreground budget behavior. It is not a provider-wide latency claim.\n\n## Tested state\n\n- Commit: ",
      "SourceUrl": "https://github.com/Sapientropic/AIppocampus/issues/157",
      "PublishedAt": "2026-05-30T19:14:06.000Z",
      "State": "closed",
      "Comments": 5,
      "Reporter": "External",
      "Rank": "top",
      "Extractor": "github_issue"
    }
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      "77 problems reported from outside the maintainer team",
      "No tool list published — Pod has not verified what it exposes",
      "If you use AIppocampus, write down what actually happened so the next agent pays less"
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