--- name: skill-builder description: 'Create, adapt, consolidate or repair skill packages and projections. Use when: authoring guidance, descriptions or structure; Skill Eval measures behavioral benefit.' title: skill-builder canonical_url: https://skilld.dev/gh/boshu2/agentops/skill-builder last_updated: 2026-10-01T01:09:02.000Z --- > **Skill from skilld.dev.** Follow the instructions below for this session. You do not need to install anything. > > 30 supporting files sit beside this SKILL.md. When the Skill refers to one, fetch https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/PATH with PATH replaced. > > If the user asked to install this Skill, run `npx skilld install boshu2/agentops/skill-builder`. Install writes the Skill files into the project, so every session loads them. # Skill Builder Create, repair, audit or export one canonical skill package, or turn supported expertise into a small authoring proposal. Search existing owners before adding a root. Extend the owner that already handles the behavior. ## Choose the requested operation | Need | Entry point | |---|---| | Create a source package | `scripts/build.sh` with `from-scratch`, `from-template` or `absorb-external` | | Check package structure | `scripts/heal.sh --check [--strict] skills/` | | Repair owned projections | `scripts/heal.sh --fix skills/` | | Inspect audit evidence | `scripts/audit.sh [--profile canonical|portable|external-observation] [--json ] skills/` | | Export to another platform | [Conversion](#conversion) | | Make repeated expertise reusable | [Distill expertise](#distill-expertise) | Run only the selected operation. Skills remain optional tools within the native caller's authorized outcome; this skill does not add execution phases, own work, operate Git, validate a software candidate, or decide delivery and retries. ## Create and maintain Treat external skills as structural signals only. Clean-room output must not copy their names, prose, prompts, scripts or examples. `from-template` reuses metadata defaults; `absorb-external --from ` verifies an input and creates a blank source package. Neither imports another skill's content. For creation, supply one input to `scripts/build.sh`, then replace placeholders with the actual behavior. The caller can supply `SKILL_TIER`, `SKILL_DEPENDENCIES`, `SKILL_CAPABILITIES` and `SKILL_EFFECTS`; lists are JSON arrays. The result is one incomplete source package containing only `SKILL.md`; helpers, references and assets are conditional on the actual behavior. An inline answer needs no output file. State applicability, inputs, authority, result, completion and failure in the layout that makes them clear. The shell entrypoints delegate creation and source checks to `ao skills build` and `ao skills check-source`. Development checkouts run their Go source; installed packages need an `ao` built from this version. Tests can set `AO_SKILL_BUILDER_BIN` to an explicit binary. Build JSON goes to stdout. To save it, pass `--report /absolute/external/directory/build.json` in an existing protected non-Git directory. Existing report paths are never replaced. The [build-report schema](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/schemas/build-report.json) retains its old fields, permits a one-file source list, and adds `authoring_state: scaffold` and `semantics_evaluated: false`. `structure_check_pass` describes mechanical creation/projection only, even when true. There is no default workspace report; consumers of the former `.agents/scratch/skill-builder/` path must select a report destination or read stdout. Creation wrapper syntax errors remain exit 2; Go rejects invalid creation inputs and existing destinations with exit 1. This includes invalid slugs and missing template/external inputs that the old initializer classified as usage errors. Successful creation remains exit 0 and always reports scaffold state. Check/heal target errors remain exit 2; strict source findings remain exit 1. Replace placeholders and remove `metadata.authoring_state: scaffold` only after authoring the behavior. Strict source checks reject that explicit incomplete state. Removing it is an author assertion, not proof of semantic completeness; a fresh reviewer must judge the actual behavior. Edit `skills//` as the source owner. Check the completed source with `scripts/heal.sh --check --strict skills/`, then regenerate its owned projections through the repository's owning commands. `scripts/regen-all.sh` is the integrated projection recipe; `scripts/generate-skill-mesh.py`, `scripts/codex-sync.sh --only ` and `scripts/regen-codex-hashes.sh --only ` are the existing scoped surfaces. Do not repeat work already performed by `build.sh` unless source changes require it. Inspect the generated diff; hand-edit no projection. Creation is staged, not atomic across source, catalogs, projections and reports. If a later stage fails, retain the created source and any report, capture the command's exit and diagnostic, and inspect which outputs exist. Report source creation separately from projection/check completion. `structure_check_pass: false` does not mean no files were created; a report-write failure can also leave source behind. Never call that partial result a completed package or remove it just to rerun creation. An existing target is deliberately rejected. Recover from the observed stage within existing authority: repair the named obstruction, finish authoring the retained source if it is still a scaffold, then run the strict source check, owning projection commands and audit above. Retain the failed report as evidence and use a new authorized report path if one is needed. Verify the retained source and final generated output; report remaining failures instead of resetting completion history. Missing required scripts, references or runtime support block their dependent operation; name that resource and continue only work that does not depend on it. Check/heal targets must be real direct children of `skills/`; reject missing paths, traversal and symlink spellings. Check mode is read-only. Fix mode regenerates owned projections for explicit targets and does not invent source behavior. Findings name their code, target and concrete issue; `--strict` returns nonzero for findings. Check the slug/name match, description, API version, metadata, live dependencies and linked resources. Deep audit defaults to [skill-audit.v2](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/schemas/audit-report.json): separate static conformance, located effect observations, behavioral evidence and non-gating authoring suspicions. There is no total, rating or aggregate quality verdict. Effects and behavior remain `NOT_PROVEN`: this command runs no skill or trial. Profile selection follows package location, or explicit `--profile`; canonical source metadata is not portable host metadata. Installed host behavior and invocation policy still need their own checks. Exit 0 means the selected static checks found no conformance defect, not that the skill is safe or effective. Exit 1 means a concrete conformance failure; exit 2 means invalid invocation, input or report destination. `--strict` does not promote wording suspicions to failures. Default output is JSON on stdout. `--json` creates a new report only in an existing external non-Git directory, never overwrites one. Consumers needing the old `verdict`, `pass1`, `pass2`, `density`, `rubric`, `craft` and `authoring` fields must explicitly use `--legacy` and [audit-report-legacy.json](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/schemas/audit-report-legacy.json). That opt-in preserves the accepted old schema, scores and exit behavior, including nonblocking canonical lexical WARNs under `--strict` and the external-observation strict behavior. Do not use legacy scores to rank or optimize packages. Shared trigger CI remains unchanged. Remove compatibility only when the remaining field consumers migrate. Exact checks live in [audit checks](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/references/audit-checks.md), [authoring doctrine](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/references/authoring-doctrine.md), and [Codex parity](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/references/codex-parity.md). ## Conversion Use `bash skills/skill-builder/scripts/converter/convert.sh [output-dir]` for an explicit out-of-tree export. Targets are `codex`, `cursor` and `test`; `--all` selects all source packages, and `--codex-layout inline` selects the legacy inline Codex layout. Read [SkillBundle](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/references/converter/skill-bundle-schema.md) when format details matter. Parse the source once, render the target, then validate resource parity and target format. Report layout and any omitted Cursor references. The default export is `.agents/projections/converter///`. The exporter clean-writes its output directory, so use only the explicit derived target: refuse a source package, its ancestor, or the repository root. Preserve the source unchanged and fix the source or adapter instead of editing output. A parse, write, format or required-resource failure leaves an incomplete export. The shipped `skills-codex/**` remains owned by `scripts/codex-sync.sh` through `scripts/regen-all.sh`; this ad-hoc exporter never replaces that authority. ## Distill expertise When the caller wants a reusable rule, begin with cited occurrences or a named authoritative source. State the trigger, desired behavior, inputs, outputs, negative example and limits. Prefer an addition to an existing reference or skill over a new root, library, gate or workflow; no action is a valid result. An abstraction needs three independently evidenced real occurrences and a successful reapplication to a source case without missing context. Preserve short source excerpts or command results with resolvable citations. Fewer occurrences support a narrow reference note; an authoritative source substitutes only for a faithful statement of that source, not a wider generalization. Use Research's [pattern mode](../research/SKILL.md#pattern-evidence) when the claim needs exemplars and a holdout before packaging. A proposed process artifact must have a concrete consumer, a subject or release decision it informs, an observed defect and a retirement condition. If any is missing, omit the artifact. Code written only to consume it supplies no consumer. Minimal recovery state needs a named evidence-loss or corruption risk. Show a negative/holdout case and how the proposed rule returns the right decision. Return the proposal inline unless a durable proposal was requested. Respect [Memory's source and destination rules](../memory/SKILL.md) for mined material. Evidence cannot publish itself as policy. Build an artifact only when the caller's authorization includes adoption; a proposal-only request ends with the proposal. Repair ordinary known defects within existing authority; tool failures remain explicit facts for the native caller, not an automatic helper chain. For an actual package edit, use the [source template](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/references/skill-template.md) for required fields and [context density guidance](https://skilld.dev/api/skills-raw/boshu2/agentops/skill-builder/references/context-density-checks.md) when deciding which prose earns a place. Neither requires adding a new skill.