🦛 Hippo Memory Insights — 2026-06-24

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Summary

• Memories in store: 535
• New lessons learned from commits today: 0
• Highest-confidence memory: stale workflow .lock.yml files cause CI churn; run make recompile after markdown workflow edits.

Top Memories Surfaced

• mem_4afaa0965161 — Recurring incident: stale workflow .lock.yml files cause churn and CI friction; run make recompile after markdown workflow edits.
• mem_0324334270d0 — Guard list_code_scanning_alerts calls with state: open and severity: critical,high to avoid oversized responses.
• mem_3c0154ff3f2d — Build and recompile lock files together: make build and make recompile.
• mem_2704ae961669 — Run make build && make fmt after the first substantial code change for fast feedback.
• sem_ef67ccfd978b — Before reporting progress, run make agent-report-progress as the fast pre-PR gate.
• mem_f7c45403b6e1 — Prefer steps.sanitized.outputs.* over deprecated needs.activation.outputs.text/title/body in workflow markdown.
• mem_512f4cbb0103 — Workflow compiler strips ANSI from descriptions/comments, but preventing ANSI contamination earlier still avoids CI/debug churn.

Suggested Improvements

Error Patterns

• Treat stale compiled workflow outputs as the most repeated operational issue. Add a lightweight repo check or authoring reminder around .github/workflows/*.md edits so make recompile is harder to miss.
• Preserve the two-checkpoint validation habit in contributor guidance: early make build && make fmt, then make agent-report-progress before publishing changes. Memory retrieval counts suggest this is a repeated failure-prevention pattern, not a one-off tip.
• Continue steering workflow authors away from oversized code-scanning queries by documenting state: open plus severity: critical,high anywhere list_code_scanning_alerts is used.

Code Quality

• Workflow markdown should migrate fully to steps.sanitized.outputs.text/title/body; the memory store still surfaces repeated reminders about deprecated needs.activation.outputs.* usage. Target compiler-adjacent docs and sample workflows first.
• Type-safety guidance is repeatedly recalled. The highest-signal refactoring theme is to keep moving from generic map[string]any / loosely typed values toward domain types in workflow/config code, especially under pkg/workflow/ and frontmatter parsing paths.
• Validation complexity guidance continues to rank highly. Files exceeding the project’s preferred validator size boundaries should be split by domain rather than accumulating unrelated checks.

CI Health

• The strongest CI signal remains workflow recompilation drift. Consider a targeted CI message that explicitly names edited markdown workflow files when corresponding .lock.yml updates are missing.
• ANSI contamination remains a low-frequency but persistent workflow issue. The existing validate-yaml protection is good; adding more author-facing examples of safe editing/generation patterns could reduce churn.
• Fast local gates are well-represented in memory while slow full-suite runs are repeatedly discouraged. That suggests current CI/local division is sound, but developer docs should keep emphasizing selective local validation versus letting CI handle make test.

Quick Wins

• Add or tighten documentation near workflow authoring commands to say: “edit markdown workflow → run make recompile immediately.” This is the clearest repeated pain point.
• Audit examples in .github/workflows/ and docs for any remaining needs.activation.outputs.text/title/body references and update them to steps.sanitized.outputs.*.
• Add a focused troubleshooting note that oversized code-scanning queries should always include state: open and severity: critical,high.
• Surface the two-checkpoint validation flow in one highly visible place for contributors: early make build && make fmt, final make agent-report-progress.

Longer-term Themes

• The memory store is still dominated by operational guardrails rather than repository-specific design decisions, suggesting the team benefits from more first-class architectural memories and fewer repeated procedural reminders.
• A large stale tail remains (At risk (<0.2): 214, Stale: 204). The store may benefit from pruning or refreshing low-value memories so recall emphasizes higher-signal project lessons.
• Repeated retrieval of workflow-authoring and validation reminders indicates systemic friction in the authoring toolchain. More automation around recompilation, deprecation migration, and query-shape validation would likely remove recurring failure modes rather than merely documenting them.

Memory Health

• Store health snapshot: 535 total memories, 482 episodic, 53 semantic, 0 conflicts, average strength 0.56.
• Staleness is the main maintenance concern: 214 memories are at risk and 204 are marked stale.
• Consolidation helped this run: 79 episodic memories merged into 29 new semantic memories, and 29 semantic duplicates were removed.
• Audit still reports 7 low-quality memories worth reviewing with hippo audit in a follow-up cleanup pass.

Consolidation details

• hippo learn --git: no fix/revert/bug commits found in the last 7 days, so no new git-learned lessons were added today.
• hippo sleep: active memories remained at 535 after consolidation, with 29 new semantic memories created from merged episodic patterns.
• hippo embed: embeddings already covered all memories (535/535).

Generated by 🦛 Daily Hippo Learn · 28.9 AIC · ⌖ 12.6 AIC · ⊞ 5K · ◷

• expires on Jun 26, 2026, 11:32 PM UTC-08:00

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A newer discussion is available at Discussion #41403.