Analyze any existing codebase, discover its patterns and best practices, and generate an Espalier structure (rules, skills, wiki, pipeline) so AI coders produce code matching that project's language and conventions. Greenfield repos take the two-pass Decide-Then-Bind path (/espalier-map charts the conventions, init…
Migrate an existing harness/espalier install to the current Espalier version — auto-detects which of v0.1→v0.2, v0.3→v0.4, v0.4→v0.5, the v0.5.3 coder-agent patch, v0.5→v0.6 (Stage 1 grill), v0.6→v0.7 (read-only /espalier-ask lane), v0.7→v0.8 (requirements approval gate), the v0.8.1 impact-analysis agent patch, the…
Use whenever you need to express mathematical notation — equations, filters, set-builder, statistics, calculus, logic, ratios, drops, counts. Emit Unicode math glyphs INLINE; never wrap in $…$, \(...\), or $$...$$. Terminal coding agents (Claude Code, Codex CLI, and others) do not render LaTeX, so raw delimiters…
Duplicate copy of epsilon-skill under plugins/, as context7 ships for each editor. The installer must NOT link this — it would collide with the canonical copy in skills/.
Use this agent when a zforge phase has reported DONE and its evidence must be independently verified before the planner accepts it. Typical triggers include $zforge:feature-orchestrate accepting a REPORTED phase during a long chain, and any run where the planner's context is the constrained resource. It reconciles the…
Use this agent when a phase of a zforge feature plan is ready to implement and its work should run in its own context. Typical triggers include $zforge:feature-orchestrate spawning a READY phase, resuming a phase whose agent was interrupted mid-run, and re-running a phase after a decision was rejected in review. See…
This skill should be used when the user asks to "orchestrate the feature", "run the phases", "resume implementation", "continue the plan", "the phase agent died", "the agent stopped on its usage limit", "accept this phase", "can these phases run in parallel", "is this phase done", "does this shortfall matter", or…
A multi-perspective review process for academic papers, which are research articles submitted to scholarly journals. It simulates an editor, several subject reviewers, a methods reviewer, and a critic to produce an editorial decision and revision plan.
A repair guide for invalid tool-call inputs from language models. It checks the input against a schema, fixes certain recoverable formatting mistakes, and retries validation.
Backward root-cause tracing from symptoms to cause boundary in distributed systems. Use when investigating cross-component failures or production incidents.
Architecture trade-off analysis for distributed system design decisions. Use when choosing between communication patterns, component boundaries, or scaling strategies.