Tool profile · provisional profile

Compound Engineering

Strong human-readable solved-problem pattern. The best part is not memory storage, but explicit promotion from fix to reusable solution note.

Provisional fit

72/100

Best for: Engineering teams that want repo-local solutions to be searchable by future planning agents.

Avoid if: you need a fully governed, citation-complete knowledge architecture without adding policy, evidence capture, and review workflow around the tool.

Caution: Repo-local notes do not automatically solve multi-repo, cross-team, freshness, or context-budget problems.

Model signature: Storage primary · repo scope · Repo workflow

Layer coverage

Where this tool fits.

This is not a completed review. It is a provisional profile from public positioning plus known failure-mode mapping. Hands-on benchmarks, source snapshots, and citation-bound claims are still required before stronger conclusions.

Production
Curation
Storage
Activation
Governance
Review rule: a tool does not get credit for a layer unless it exposes inspectable behavior, not just a marketing claim.

Evidence notes

What the provisional profile has applied so far.

Corpus maps Compound Engineering to docs/solutions markdown files with YAML frontmatter and future planning-agent search.

The pattern supports the latest research direction: promotion beats upfront classification.

Needs review for baseline context overhead, stale solution detection, and whether solution notes affect downstream task success.

Review packet

What a complete review must contain.

This page exposes the intended review structure. The current artifact is a profile, not a completed evidence-backed review.

Strengths

Engineering teams that want repo-local solutions to be searchable by future planning agents.

Limitations

Repo-local notes do not automatically solve multi-repo, cross-team, freshness, or context-budget problems.

Dimension assessment

Scope, volatility, authority, lifecycle, resource economics, interoperability, and evidence quality must each get a rationale and citations before final scoring.

Open questions

  • What can be verified from docs, code, issues, benchmarks, and changelogs?
  • Where does the tool fail under stale, contradictory, private, or high-cost knowledge?
  • Which claims are vendor claims versus independently observed behavior?

Benchmark critique

No benchmark number is accepted as architectural evidence unless it says which layer it tests and what it misses: lifecycle, scope boundaries, authority, context cost, and governance.

Related systems

Related tools should be connected by evidence-backed edges: competes with, integrates with, implements concept, evaluated by, or has governance gap.

Update history

Provisional profile created. Stale-review detection, source snapshots, and changelog watching are required before this becomes a durable review.