AI Agent Skills

Stack-agnostic observability: structured logs, correlation ids, metrics and traces; no PII or secrets in logs. Makes a production issue traceable to why it happened. Use…

Stack-agnostic performance: measure first, find the bottleneck, then optimise. N+1, needless allocation, wrong async boundary, missing index/cache, heavy payload. No pre…

Prepare a concise engineering incident handoff from supplied facts. Use when transferring an unresolved or recently mitigated incident between engineers, teams, or shift…

Find and remove AI-slop comments — ones that restate the code, describe another layer's behavior, or narrate planning that never shipped — while protecting the comments…

Format git commit messages following Conventional Commits 1.0.0 specification. Use when the user asks to commit changes, create a git commit, or mentions committing code…

Deprecated compatibility alias for author-delivery-brief create. Use only when an older caller explicitly invokes author-brief.

Create, revise, retrofit, audit, or verify product documentation — pack READMEs, journeys, tutorials, how-to guides, reference pages, and explanations. Use when asked to…

Use this skill when the user wants to diagnose or fix a deviation between current and intended behavior in existing code -- including requests to find the root cause, ex…

Use this compatibility skill when the user asks to capture, queue, remember, or add follow-up work for later. Prefer work-intake for new usage; this name remains active…

Progressive-disclosure operational-safety-depth modules for the work-loop. Holds failure-mode-keyed checklists the quality-engineer reviewer reasons from (state-and-idem…

Use to justify and scaffold a NEW pack area for this catalogue — test that it is additive and fits the target catalogue's declared coverage model and applicable Charter…

Full governance constitution for work that touches shared state, requires independent review, spans seats, or involves planning, architecture, code, reviews, dispatches,…

Use for planning, roadmaps, design, architecture, sequencing, or before consequential work when no current FINAL plan plus GO covers it. Fire before changes to data or s…

Oracle-frozen Builder and independent-Judge convergence cycle. Load ONLY when the operator explicitly sets Governance Dial G2 for the task, or explicitly names this skil…

Evaluate minimum-sufficient implementation routes and enforce the selected route for a fixed, authorized outcome. Use after outcome, scope, authority, and acceptance evi…

Step-by-step guide for migrating from Honeycomb Beelines (End of Life) to OpenTelemetry instrumentation. Trigger phrases: "migrate from Beelines", "upgrade from Beeline…