Conciseness

The body is telegraphic and assumes Claude's competence (no generic explanations of LangGraph, SSE, or testing concepts), but ~8 patterns are documented twice — as rows in the anti-patrones table and again expanded in the 'Banco de patrones' section — and detail like the 5-row plan pricing table and full per-phase F0-F11 deliverable map sits inline in the always-loaded body where it could be trimmed or deferred. That matches anchor 4 (efficient, minor instances that could be trimmed) rather than anchor 5 (every token earns its place).

Actionability

Fully executable, copy-paste-ready guidance throughout: exact pytest invocations with flags ('cd backend && .venv/bin/pytest tests/modules/copilot/ … -q -o addopts="" --timeout=120'), concrete psql queries, docker commands, precise file/line anchors ('test_copilot_anchors.py:96', 'tool_call_dedup.py::ToolCallDedupTracker'), a code-signature block for BudgetGuard.check, and numbered recipes for every extension scenario — anchor 5.

Workflow Clarity

Multi-step processes are strictly sequenced with explicit validation checkpoints and feedback loops: a 10-step ordered diagnostic procedure ('orden estricto (no saltarse)'), a 9-step bug-fix protocol with RED→GREEN test gates, quality gates (ruff + pytest + arch tests), end-to-end replay, and a 15-item pre-cierre checklist — matching anchor 5's 'explicit validation steps; feedback loops; checklists'.

Progressive Disclosure

Structure is good with well-organized sections and real one-level-deep references (both references/copilot-resilience.md and references/copilot-observability.md exist and point only to repo source files), matching anchor 4. It falls short of anchor 5 because substantial deep content stays inline (phase map, budget plan tables, expanded pattern bank) rather than being split into reference files, and the same documents are addressed via two competing paths ('references/copilot-resilience.md' vs '.claude/rules/copilot-resilience.md'), muddying navigation.

Specificity

The description enumerates many concrete, specific capabilities — 'loops infinitos, cards faltantes, conversaciones vacías al refresh… mutaciones que no persisten, channel format ignorado, voseo en outputs' plus five concrete extension types ('agregar provider, tool, workflow, channel, KB chunk') — giving comprehensive coverage of the module's debug and extension surfaces. It matches anchor 5 (multiple specific concrete actions, comprehensive coverage) rather than 4, which requires 'minor gaps in coverage'.

Completeness

Both questions are answered explicitly: what ('reportes/investigues bug del copilot module… extender… sin romper invariantes') and when ('Use cuando…', 'Activa también para…', plus a dedicated 'Triggers:' list with concrete trigger phrases). This matches anchor 5 exactly; nothing is left merely implied.

Trigger Term Quality

An explicit trigger list of ~18 natural phrases users would actually say ('bug copilot', 'card no aparece', 'conversación vacía', 'tool no ejecuta', 'tokens burned', 'cache hit rate', 'agregar provider', 'agregar canal') covers the symptom space with synonyms, including the tool/function names a developer would cite when reporting ('extract_document_to_fields falla', 'format_for_channel ignored'). This is comprehensive natural-term coverage per anchor 5, not anchor 4 ('a few natural terms missing').

Distinctiveness Conflict Risk

The description is scoped to a single project's 'copilot module' with module-specific triggers (propose_field_updates, MARKETING_KB, voseo, channel format), a clear niche with minimal conflict risk against generic skills — anchor 5, not anchor 4's 'minor overlap risk with closely related skills'.