nestharus/agent-implementation-skill
Instructions file CodexOpenCode
Instructions for nestharus/agent-implementation-skill, covering agent-implementation-skill, project structure, running sub-agents, cli syntax and common invocation patterns.
nestharus/agent-implementation-skill
Skill Claude CodeCodex
Multi-model agent implementation workflow for software development. Orchestrates research, evaluation, design baseline, implementation, RCA, structured decomposition, constraint discovery, model selection, and agent-driven Stage 3 codemap exploration across external AI models (GPT, GLM, Claude). Use when implementing…
nestharus/agent-implementation-skill
Agent
Explores a codebase heuristically and builds a routing map (codemap) that enables downstream agents to find the right files without exhaustive search.
nestharus/agent-implementation-skill
Agent
Decomposes work into sections around confirmed problems, producing section specs, a refined global proposal, and a global alignment document.
nestharus/agent-implementation-skill
Agent
Classifies what the user brought (code, spec, governance, philosophy) to determine the entry path and shape downstream bootstrap routing.
nestharus/agent-implementation-skill
Agent
Discovers factors introduced by proposal choices — new problems, constraints, and operational concerns that technical and design decisions create — and assesses whether each factor needs user input or can be absorbed.
nestharus/agent-implementation-skill
Agent
Deepens understanding of extracted problems by discovering sub-problems, implied problems, ambiguities, contradictions, and factors — producing enriched problem definitions that support reliable decomposition.
nestharus/agent-implementation-skill
Agent
Extracts discrete problems from the user's spec and codespace, producing structured problem definitions with provenance tracking for downstream analysis.
nestharus/agent-implementation-skill
Agent
Checks a global proposal for alignment with extracted intent, values, and constraints. Identifies misalignments, missing coverage, and scope drift that need correction before execution proceeds.
nestharus/agent-implementation-skill
Agent
Expands a proposal based on alignment feedback, addressing identified gaps, misalignments, and value violations without overwriting the original proposal.
nestharus/agent-implementation-skill
Agent
Assesses audit risk and alignment risk to determine whether the work can proceed as a single unit or must be decomposed.
nestharus/agent-implementation-skill
Agent
Explores sections discovered during decomposition, gathering codebase context needed for per-section pipeline entry.
nestharus/agent-implementation-skill
Agent
Discovers the substrate layer of a project, identifying foundational infrastructure that sections depend on.
nestharus/agent-implementation-skill
Agent
Presents exploration findings to the user and gathers structured feedback. ROAL-gates what to surface vs. absorb silently.
nestharus/agent-implementation-skill
Agent
Deepens understanding of extracted values by discovering tradeoffs, tensions, implicit values, priority orderings, and confidence levels — producing enriched value definitions that guide proposal alignment.
nestharus/agent-implementation-skill
Agent
Extracts values and constraints from the user's spec and codespace, capturing priorities, preferences, and non-negotiable requirements that guide downstream decisions.
nestharus/agent-implementation-skill
Agent
Resolves cross-section interface friction. When two sections disagree on a shared interface or contract, the bridge agent analyzes both proposals and writes a shared contract patch that both sections can adopt.
nestharus/agent-implementation-skill
Agent
Triages incoming consequence notes from other sections. Classifies each note as accept, reject, or defer with structured reasoning about impact and required action.
nestharus/agent-implementation-skill
Agent
Implements coordinated fixes across sections based on cross-section problem analysis. Reads the coordinator's diagnosis and applies strategic fixes, producing code changes and structured change signals.
nestharus/agent-implementation-skill
Agent
Plans coordination strategy for outstanding problems. Receives problem list, reasons about relationships, and produces a batching plan that the script executes mechanically.
nestharus/agent-implementation-skill
Agent
Classifies whether a problem is recurring, new, or a variant of a previous problem. Reads problem description and recurrence history to produce a structured recurrence signal.
nestharus/agent-implementation-skill
Agent
Creates foundational stub files with correct interfaces and TODO blocks so that dependent sections can proceed with implementation. Does NOT implement business logic.
nestharus/agent-implementation-skill
Agent
Per-agent monitor. Watches a single agent's narration mailbox for loops and repetition. Launched by section-loop alongside each agent dispatch.
nestharus/agent-implementation-skill
Agent
Bridges tool islands by proposing new tools or composition patterns when existing tools don't compose cleanly.