
Create a new task directory with 00_TASK.md from template. Sets initial epistemic_state to candidate and lifecycle_state to inactive. Computes created_at via deterministic time script.
Execute an existing docs/planning/phase-N plan sequentially by completing lettered sub-plans and roman numeral tasks, appending Output and Handoff, and finishing with a root plan wrap-up.
Review a task by updating last_reviewed_at timestamp. Recomputes derived status and flags any hash mismatches without changing epistemic state.
Materialize the current conversation into a new docs/planning/phase-N plan (root plan plus sub-plans and task files).
Audit dictionary usage against the Dictionary Usage Doctrine. Produces a severity-grouped report with minimal refactor suggestions.
Orchestrator skill for the `doctor` skillset. A diagnostic protocol that models software failures as medical cases — preventing premature action, wrong-layer fixation, and false certainty in complex codebases.
Execute the forged prompt exactly as written, with no reinterpretation. Requires explicit user consent and a ready prompt artifact on disk. Deletes the canonical prompt after successful execution.
Audit inline complexity and recommend variable extraction. Produces a report with flattening suggestions for nested expressions.
Invalidate a task by setting epistemic_state to invalidated. Requires a reason. Optionally sets superseded_by to point to a replacement task.
List tasks from a root directory with optional filters. Supports filtering by staleness, validation state, lifecycle state, and kind.
Persona overlay skill. Applies stylistic transforms to prose output. Slot: assets/persona/spec.yaml | Library: assets/library/ | Schema: assets/schema.yaml
Navigate to the next task in chronological order. Returns the task ID after the specified task based on created_at timestamp.
Orchestrator skill for the `prompt` skillset. Dispatches to member skills in a safe, predictable order. Separates intent formation from execution to protect humans from premature or misaligned execution.
Splits a Markdown file by H2 headings into numbered documents, generates .INDEX.md, and scaffolds .SUMMARY.md workflow.
Detect squatters: modules and packages that occupy namespace positions they do not semantically own. Identifies utility dumps, stuttery siblings, axis violations, layer bleeding, and semantic diffusion — common structural smells introduced by agentic programming.
Identify structurally duplicate logic (pipeline-spine duplication) across semantically distinct modules. Use when multiple implementations share the same orchestration skeleton (e.g., bounds→shape→chunking→reduction→wrap), and unification may require subtle abstraction. Produces a duplication map and a safe extraction/refactor plan.
Shape, refine, and stabilize human intent into a canonical prompt artifact without executing anything. Iteratively clarifies ambiguity and contradictions until the user explicitly confirms readiness.
Orchestrator skill for the `refactor` skillset. Dispatches to member skills for code quality audits and structural improvements.
Audit Python imports to preserve semantic context and prevent shadowing after refactors. Prefer namespace-first imports over direct symbol imports for generic identifiers.
Audit semantic noise and namespace integrity. Produces a severity-grouped report with namespace/rename suggestions.
Validate a task by setting epistemic_state to validated. Requires explicit validation info (who/why). Computes hash and updates last_reviewed_at.
Convert the user's raw description into a clinically precise intake note suitable for handoff to another agent or human. Captures symptoms, normalizes terminology, and separates observation from belief.
Activate a task by setting lifecycle_state to active. Refuses activation if task is invalidated, stale, or has hash mismatch without revalidation.
Audit identifiers and namespaces for lexical-semantic and ontological correctness. Detect semantic role misalignment (agent/tool/process/artifact), derivational misuse (e.g., -er agent nouns), and category errors between modules, packages, classes, functions, and data artifacts. Output a single Markdown report with actionable fixes.
Perform breadth-first hypothesis surfacing and prioritization across all ownership zones, without commitment. This is not diagnosis and not investigation.
Detect module/package name stutter in Python public APIs. Produces a Markdown report and optional CI gate.
Conduct a focused, evidence-driven examination of ONE triaged suspect area. This is a test, not a verdict. Evidence may falsify the leading hypothesis.
Produce a treatment note that combines diagnosis, confidence, supporting evidence, alternative explanations, and proposed treatment options. Creates an artifact, not execution.
Orchestrates markdown chunking workflows (split → index → summary)
Orchestrator skill for the `plan` skillset. Dispatches to member skills in a safe, predictable order.
Display the execution status of a plan by parsing frontmatter metadata. Shows progress at-a-glance without requiring manual inspection of each file.
Orchestrator skill for the `task` skillset. Standardizes task creation and lifecycle control with explicit validation, chronological awareness, and deterministic integrity.
Compute and display derived status for a task. Runs deterministic status computation and outputs summary of staleness, hash integrity, and eligibility.
Navigate to the previous task in chronological order. Returns the task ID before the specified task based on created_at timestamp.