chore(skill-audit): backfill sources provenance from agentskillsio research
Records the upstream agentskills.io sources that informed skill-audit, continuing the research → docs → skill provenance chain. - New references/sources.md with 7 extracted sources attributed to skill files; agentskills-llms-txt demoted to discovery-only comment per skill-author precedent - source_keys frontmatter added to SKILL.md (5 slugs), references/body-discipline.md (agentskills-spec, agentskills-best-practices), and references/description-quality.md (agentskills-spec, agentskills-optimizing-descriptions) Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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# Sources
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<!-- agentskills.io/llms.txt was used for initial source discovery and is not listed below; it contributed no skill file content directly. -->
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## agentskills-home
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- **URL:** https://agentskills.io/home.md
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- **Description:** Agent Skills overview — what it is, why it exists, progressive disclosure model, ecosystem of 35+ implementing tools
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- **Contributing files:** SKILL.md
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- **Status:** `extracted`
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## agentskills-spec
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- **URL:** https://agentskills.io/specification.md
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- **Description:** Complete SKILL.md format specification — frontmatter fields, constraints, body content, optional directories, progressive disclosure levels, file references, validation
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- **Contributing files:** SKILL.md, references/body-discipline.md, references/description-quality.md
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- **Status:** `extracted`
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## agentskills-best-practices
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- **URL:** https://agentskills.io/skill-creation/best-practices.md
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- **Description:** Best practices for skill creators — starting from real expertise, spending context wisely, calibrating control, instruction patterns (gotchas, templates, checklists, validation loops)
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- **Contributing files:** SKILL.md, references/body-discipline.md
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- **Status:** `extracted`
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## agentskills-optimizing-descriptions
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- **URL:** https://agentskills.io/skill-creation/optimizing-descriptions.md
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- **Description:** How to systematically test and improve skill descriptions for triggering accuracy — eval queries, trigger rate testing, train/validation splits, optimization loop
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- **Contributing files:** SKILL.md, references/description-quality.md
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- **Status:** `extracted`
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## agentskills-evaluating-skills
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- **URL:** https://agentskills.io/skill-creation/evaluating-skills.md
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- **Description:** Eval-driven skill quality improvement — test case design, workspace structure, assertion writing, grading, benchmarking, human review, iteration loop
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- **Contributing files:** (none — eval workflow not directly informing audit dimensions)
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- **Status:** `extracted`
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## agentskills-using-scripts
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- **URL:** https://agentskills.io/skill-creation/using-scripts.md
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- **Description:** Using scripts in skills — one-off commands, self-contained scripts with inline dependencies, designing scripts for agentic use (no interactive prompts, --help, structured output, idempotency)
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- **Contributing files:** SKILL.md
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- **Status:** `extracted`
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## agentskills-quickstart
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- **URL:** https://agentskills.io/skill-creation/quickstart.md
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- **Description:** Step-by-step guide to creating a first skill (roll-dice example), how discovery/activation/execution work in practice
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- **Contributing files:** (none — creation guide not directly informing audit criteria)
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- **Status:** `extracted`
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