Four-source pre-implementation research — official docs, validated implementation references (open-source repos, Stack Overflow / forum answers, blog posts, gists), in-repo patterns, and git history — then synthesize a happy path, persist its claim-to-source…
Universal agent behavior and documentation discipline — think before coding, decide when grounded (only ask on judgment calls), ground in real patterns, prefer simplicity, make surgical changes, define verifiable goals, verify before claiming done, report for…
Research-to-conclusion methodology (WORKFLOW §17 + §4-5) — turn an open question ("should we adopt X?", "is approach A better than B?", "what is the state of the art on Y?") into an evidence-graded study at doc/research/NNNN-<slug>.md whose output is a…
Draft a new task tracking file at doc/tasks/NNNN-<short-slug>.md, using a checkbox-toggle + append-only-Notes format optimized for LLM editing. Use when the user wants to create, draft, scaffold, or open a task, ticket, work item, or backlog entry tracked in…
Four-source pre-implementation research — official docs, validated implementation references (open-source repos, Stack Overflow / forum answers, blog posts, gists), in-repo patterns, and git history — then synthesize a happy path, persist its claim-to-source…
Universal agent behavior and documentation discipline — think before coding, decide when grounded (only ask on judgment calls), ground in real patterns, prefer simplicity, make surgical changes, define verifiable goals, verify before claiming done, report for…
Research-to-conclusion methodology (WORKFLOW §17 + §4-5) — turn an open question ("should we adopt X?", "is approach A better than B?", "what is the state of the art on Y?") into an evidence-graded study at doc/research/NNNN-<slug>.md whose output is a…
Draft a new task tracking file at doc/tasks/NNNN-<short-slug>.md, using a checkbox-toggle + append-only-Notes format optimized for LLM editing. Use when the user wants to create, draft, scaffold, or open a task, ticket, work item, or backlog entry tracked in…