Skill name+description pairs are preloaded into every session, costing ~6,200 tokens across 39 skills before any skill is invoked. The authoring rules mandated that growth: skill-author:104 and description-quality.md:21 both required padding, while skill-author:102 (the deflating rule) had no FAIL condition behind it. Gates (blocking, no baseline file): - description 250 chars SUGGESTION / 400 FAIL, measured on the folded YAML value - body-only 600 words SUGGESTION / 900 FAIL, independent of the unchanged whole-file 2770-word / 500-line spec backstop - every boundary-clause routing target must resolve to a real skill or agent; catches skill-improve, neuledge-context and gitea-labels - agents take the description gates but deliberately no body gate; a test pins that absence Vale: DescriptionOpener widened to ^This\b, new CompositionNote rule banning architecture notes from descriptions. 10 hits, 0 false positives. Kyberforge's own four skills retrofitted: descriptions 3,364 -> 938 chars (-72%), bodies 8,306 -> 2,487 words (-70%), all via the apm-workflow dispatch pattern. Fixes the skill-improve dangling route and the agent-author misroute to manual review. Also fixes a pre-existing false positive where any line-initial 'read ' was flagged as interactive input, which had already caused two scripts to be rewritten around it. Refs: ADR-0020
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source_keys
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Sources
agentskills-home
- URL: https://agentskills.io/home.md
- Research doc: plugins/kyberforge/docs/research/docs/agentskillsio/sources.md
- Description: Agent Skills overview — what it is, why it exists, progressive disclosure model, ecosystem of 35+ implementing tools
- Contributing files: SKILL.md, references/create.md
- Status:
extracted
agentskills-spec
- URL: https://agentskills.io/specification.md
- Research doc: plugins/kyberforge/docs/research/docs/agentskillsio/sources.md
- Description: Complete SKILL.md format specification — frontmatter fields, constraints, body content, optional directories, progressive disclosure levels, file references, validation
- Contributing files: SKILL.md, references/create.md, references/contract.md, references/deployment-modes.md
- Status:
extracted
agentskills-best-practices
- URL: https://agentskills.io/skill-creation/best-practices.md
- Research doc: plugins/kyberforge/docs/research/docs/agentskillsio/sources.md
- Description: Best practices for skill creators — starting from real expertise, spending context wisely, calibrating control, instruction patterns (gotchas, templates, checklists, validation loops)
- Contributing files: SKILL.md, references/create.md, references/improve.md, references/contract.md
- Status:
extracted
agentskills-optimizing-descriptions
- URL: https://agentskills.io/skill-creation/optimizing-descriptions.md
- Research doc: plugins/kyberforge/docs/research/docs/agentskillsio/sources.md
- Description: How to systematically test and improve skill descriptions for triggering accuracy — eval queries, trigger rate testing, train/validation splits, optimization loop
- Contributing files: SKILL.md, references/improve.md, references/contract.md
- Status:
extracted
agentskills-evaluating-skills
- URL: https://agentskills.io/skill-creation/evaluating-skills.md
- Research doc: plugins/kyberforge/docs/research/docs/agentskillsio/sources.md
- Description: Eval-driven skill quality improvement — test case design, workspace structure, assertion writing, grading, benchmarking, human review, iteration loop
- Contributing files: SKILL.md, references/improve.md
- Status:
extracted
agentskills-using-scripts
- URL: https://agentskills.io/skill-creation/using-scripts.md
- Research doc: plugins/kyberforge/docs/research/docs/agentskillsio/sources.md
- 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)
- Contributing files: SKILL.md, references/create.md, references/scripts.md
- Status:
extracted
agentskills-quickstart
- URL: https://agentskills.io/skill-creation/quickstart.md
- Research doc: plugins/kyberforge/docs/research/docs/agentskillsio/sources.md
- Description: Step-by-step guide to creating a first skill (roll-dice example), how discovery/activation/execution work in practice
- Contributing files: SKILL.md, references/create.md
- Status:
extracted