Merge multiple PRs into a temporal integration branch before merging to base, with ordered conflict resolution.
Surface concrete in-task-collaboration protocols when the user describes an AI workflow informally — URL-as-entity-reference, durable PR-comment threads as session memory, "fit…
Coordinate context sweep before coding - gather relevant files, patterns, and tooling summaries. Use when preparing to implement a feature, fix, or refactor and need comprehensive…
Triggered by "tidy up", "clean up transactions", "categorize uncategorized", "organize my transactions
Audit memory directory for structural issues (orphans, dangling refs, duplicates, missing sections, oversized entries) and staleness against session-history transcripts;…
Scan agent's session-history transcripts for save-worthy signals (corrections, preferences, decisions, references), propose and write auto-memory files with valid frontmatter and…
Refactor by removing backward compatibility and legacy layers. Use when modernizing APIs, cleaning up migration debt, removing compat shims, or eliminating stale feature flags.
Test-Driven Development (TDD) - design tests from requirements, then execute RED -> GREEN -> REFACTOR cycle.
Validation-first development - design state machine specifications from requirements, then execute CREATE -> VERIFY -> IMPLEMENT cycle.
Decompose a task into independent concerns and execute them through broadly parallel, specialized agent groups.
Type-driven development - design type specifications from requirements, then execute CREATE -> VERIFY -> IMPLEMENT cycle.
Verbalized Sampling (VS) protocol for deep intent exploration before planning. Use when starting ambiguous or complex tasks, when multiple interpretations exist, or when you need…
Evidence-first generator for a personal <name>-taste Claude Code skill. Mines local memories and agent histories for influences, slop bans, and overkill bans; asks compact…
Hotspot detection and performance root-cause analysis — flamegraph interpretation, allocation tracking, latency profiling, regression measurement.
Reduce concepts, duplication, and ceremony in internal code while touching nearby code. Use when working an existing path and you spot dead fields, redundant wrappers, or…
Dependency-upgrade campaign — outdated scan, batch-by-severity, breaking-change remediation, lockfile audit.
One-shot bootstrap of strict-mode tooling per ecosystem plus per-task GOALS.md scaffolding so an agentic loop can self-verify.
Restructure Web-UI / human-triggered tasks into CLI + file-output loops the LLM can iterate alone. Open LLM-side observability — structured logs, file dumps, addressable…
Execute an implementation plan with surgical precision. Use after a planning phase (plan-now or similar) has produced a step-by-step strategy and identified critical files.
ODIN's compact-form conversation skill -- formal-logic English register with predicate claims, Hoare-triple framing, and ASCII shortened-English keywords.
Proof-driven development - design proofs from requirements, then execute CREATE -> VERIFY -> REMEDIATE cycle.
Two-party working posture — user as director, agent as executor. Every fork, tradeoff, and taste choice is surfaced via batched AskUserQuestion with structural framing, a…
Run the atomic-commit workflow on the current changes, then publish the resulting commits to the remote.
Enforce idiomatic git-branchless during planning and executing tasks — detached-HEAD-first work, in-memory rebase via `git move`, event-log recovery via `git undo`, deferred…
Practical guide for building safe, syntax-aware srgn CLI commands for source-code search and transformation.
Initialize or idempotently revise the repo's .gitignore by composing gitignore.io templates, AI-tooling/IDE patterns, and confirmed noise from git status.
Design-by-Contract (DbC) development - design contracts from requirements, then execute CREATE -> VERIFY -> TEST cycle.
Write adversarial tests that intentionally stress failure paths. Use when hardening error handling, stress-testing assumptions, validating boundary behavior, or hunting silent…
Delete tests that don't catch real bugs — the inverse of TDD. Use when reviewing legacy test suites, slow CI investigations, refactor-driven test sweeps, or evaluating whether a…
Merge one or more PRs into the base branch with queue-like sequencing and conflict resolution. Use when merging PRs that may conflict with each other or the base, requiring…
Produce share-safe copies of memory files under /tmp with PII redacted (paths, emails, session IDs, dates) and credentials scanned (tokens, keys); never mutates originals.
Review staged + unstaged changes and split them into one commit per logical change. Use whenever the user says "atomic commit", "commit my changes", "split this into commits", or…