Agent skill · pskoett
skill-pipeline
Pipeline orchestrator that classifies incoming coding tasks and routes them through the correct combination of skills at the right depth. Implements two feedback loops: the inner loop (detect, verify, recover) runs within a session via plan-interview, intent-framed-agent, context-surfing, verify-gate, self-healing (active recovery on failure), simplify-and-harden, and self-improvement. The outer loop (inspect, encode, regress-test) runs across sessions via learning-aggregator, harness-updater, and eval-creator. pre-flight-check bridges the two by surfacing accumulated knowledge — past heals and learnings — at session start. Handles standard, orchestrated-batch, CI, and outer-loop pipeline variants. Does not replace individual skills; dispatches to them.
What it needs
About 8k tokens when loaded.
What this skill does
Skill Pipeline The conductor, not a player. This skill classifies tasks, selects the pipeline variant, calibrates depth, and orchestrates handoffs between skills. It produces no artifacts of its own — its output is routing decisions that activate other skills. Task Classification On every coding task, classify before acting. Evaluate scope signals and map to a task class. Input signals: file count, task description, existing plan/handoff files, batch indicators, CI environment. When uncertain, start with Medium. Add skills if drift or quality issues appear mid-task. For detailed heuristics, edge cases, and examples: read references/classification-rules.md. Pipeline Selection Route task class to the right variant: Task Class Variant Rationale ------------ --------- ----------- Trivial None No overhead needed Small Standard (minimal) Verify + S&H only Medium Standard (partial) Scope monitoring + verify + review Large Standard (full) Full inner loop with planning Long-running Standard (full) Context-surfing is critical Batch Orchestrated standard Bounded work units with per-unit gates CI environment CI Headless review Periodic Outer loop Cross-session improvement Heuristic: Use the standard pipeline for both depth and breadth. For batch work, split the scope into bounded units and use control-session-orchestrator only when persistent multi-session coordination is available and useful. CI pipeline applies when CI=true or GITHUBACTIONS=true. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills pskoett/skill-pipeline--2df8a8