swe-re-expert

Scoped content review — 2026-09-05

This review improves 20 priority skills, repairs two empty procedures and gives all eight identical-body groups an explicit compatibility disposition. It does not certify the whole catalog or demonstrate that a skill improves model performance. The catalog still contains 2,111 callable IDs.

The machine-readable record contains every reviewed file’s byte count, mode and SHA-256, a complete-tree fingerprint, the selection basis, all remaining structural findings and the observed SDK probe results. The 39 content trees and the accompanying maintainer-policy tree were inspected in full, including their support files. This is a Codex source review with local verification. The protected PR’s actual Tessl result or exact-head maintainer attestation is separate. Later edits make the affected fingerprints stale; this dated record is not a badge that follows a skill indefinitely.

Scope and changes

The priority cohort is the top 20 skills by occurrences in the repository’s existing workflow and focused-bundle references, with ties sorted by ID. This measures editorial prominence, not downloads, community preference or usage.

Skill Concrete correction
auth-implementation-patterns Explicit token claims and algorithm, session rotation, ownership checks and an atomic refresh-token contract.
frontend-design Preserve the user’s brand; identify the scoring rubric as subjective and show a concrete small-screen flow.
test-driven-development Preserve existing work, characterize behavior and report the actual timing of a failing test.
ab-test-setup Predeclare decisions, show a reproducible binary sample-size approximation and a statistical sample-ratio check; remove universal rollout rules.
agent-evaluation Validate the harness, retain flaky failures and compare a frozen contract; show Wilson boundaries and separate optional architecture sketches.
analytics-tracking Distinguish observations from an unvalidated rubric; reconcile duplicate purchase events.
browser-automation Use observed readiness and bounded retries; remove default stealth, sandbox disabling and invented success rates.
langfuse Version-scoped SDK guidance, approved data export and explicit limits of masking.
mcp-builder Version-scoped server examples, complete tool-result serialization, bounded evaluation and whole-batch tool allowlisting.
seo-audit Separate field measurements, hypotheses and subjective prioritization; remove unsupported scoring claims.
stripe-integration Stable operation idempotency, raw-body webhook verification and rejection of zero or invalid partial refunds.
systematic-debugging Preserve user work and private data; bound the polluter helper and distinguish failed tests from a clean run.
api-security-best-practices Replace incomplete snippets with explicit identity, tenant, validation, quota and sensitive-data boundaries.
content-creator Use sourced claims and descriptive text diagnostics; remove invented ranking scores and platform-performance guarantees.
e2e-testing-patterns Web-first assertions, independent fixtures, real sharding commands and honest integration prerequisites.
llm-app-patterns Replace stale plan queues, require bounded tool loops and scope opt-in caches and experiment assignments.
observability-engineer Define actionable denominators and data gaps; restrict log fields and metric cardinality.
ai-agents-architect Exact tool names, application-owned permissions and public action summaries; no automatic delegation or memory writes.
analytics-product Correct the weekly-active-customer SQL and handle invalid, sparse and zero-baseline experiment data.
api-patterns Correct runtime-validation claims and label the file scanner as a bounded text heuristic.

cc-skill-continuous-learning now documents a bounded, read-only transcript counter. cc-skill-strategic-compact documents a stateless reminder using an explicit count. Neither claims to learn automatically, compact context or write global memory.

The compatibility mapping retains 17 IDs across eight groups. Each alias contains the full shared procedure and support bundle for offline use. The four missing internal-comms-community examples are restored. Compatibility notices identify the shared primary path without changing Core selection eligibility. These are retained aliases, not 17 newly differentiated workflows; their duplicated payload remains a distribution tradeoff. The alias-integrity test detects procedure or support-file drift.

Verification and limits

Reproduce the focused, synthetic behavior checks from the repository root:

node tools/scripts/tests/cc_skill_session_helpers.test.js
python3 tools/scripts/tests/test_priority_skill_examples.py
node tools/scripts/tests/priority_skill_js_examples.test.js
node tools/scripts/tests/content_alias_integrity.test.js
npm run validate
npm run validate:references
npm run security:docs
npm run audit:skills

The Python suite exercises ten cases, including the actual published SQL, replanning, cache isolation and empty cache hits, refunds, text diagnostics, evaluation tool batches, inventory pagination, telemetry failures and polluter exit behavior. The JavaScript suite checks published interval, identifier, parsed-body and token-claim definitions with synthetic adapters. These checks do not constitute JWT cryptographic verification, a deployed authentication service or a real payment-provider call.

A separate local environment used MCP Python SDK 1.29.1, Anthropic SDK 0.125.0, SciPy 1.18.1 and defusedxml 0.7.1. An actual stdio SDK connection initialized, listed tools and called a synthetic server while preserving structured content and tool errors. SciPy boundary cases passed; malformed, empty and entity-bearing XML fixtures were rejected. No Anthropic model API was called. This is SDK compatibility evidence, not a supported-client effectiveness result or production-service validation.

Many examples intentionally require an application adapter, installed SDK version, authorization model or real dataset. Their limitations remain visible in the skills. Provider integrations, deployment, statistical assumptions, brand decisions and performance outcomes must be validated in the user’s own context. Original source metadata and license notices remain; modified licensed instructions are identified.

Remaining corpus debt

Structural observation Before After
Skills scanned 2,111 2,111
Skills with warnings 754 746
Errors 0 0
Warnings 814 805
Missing examples 466 460
Long top-level skill files 214 211
Possibly truncated descriptions 134 134

No new structural findings were introduced. The 805 remaining warnings are listed individually in the JSON record, including warnings within the reviewed cohort. Their existence is not hidden by generic filler sections or a blanket “validated” label. These heuristics identify editorial work; they do not determine whether a procedure is correct, safe in every environment or effective for a particular model.