Referensi
Skill
Teknik yang dapat dipakai ulang dan dapat dideteksi dalam berkas SKILL.md, dengan sinyal deteksi, prosedur, dan hook penegakan untuk suite rencana dan audit ekosistem.
Skill berada sebagai folder di bawah src/apothem/skills/, masing-masing dengan
titik masuk SKILL.md. Skill menangkap teknik yang dapat dipakai ulang dan dapat
dideteksi — skill memiliki sinyal deteksi, prosedur, dan hook penegakan.
Katalog skill lengkap dihasilkan di bawah, di Inventaris Skill yang Dihasilkan.
Kontrak frontmatter
SKILL.md membawa frontmatter delapan kunci yang kanonis. Kontrak yang dapat
dibaca mesin adalah skill.schema.json
(additionalProperties: false); blok ini mencerminkannya:
---
name: <skill name>
version: <semver>
updated: <YYYY-MM-DD>
description: <one-line role>
archetype: <class-template, e.g. workflow-template>
userInvocable: <true | false>
disable-model-invocation: <true | false>
allowed-tools: <comma-separated read-only tools and scoped rules, e.g. "Read, Glob, Grep" or "Read, Bash(git log *)">
---Emisi per harness
Skill sumber menggunakan kunci di atas. Sebagian harness membaca kunci yang berbeda, sehingga pemasangan menerjemahkannya hanya untuk harness tersebut:
| Harness | Apa yang diubah pemasangan |
|---|---|
| Claude Code (pemasangan dan plugin) | Mengganti nama userInvocable menjadi user-invocable, kunci yang dibaca Claude Code. Claude Code mengabaikan kunci camelCase, sehingga tanpa penggantian nama itu skill yang ditandai userInvocable: false akan tetap muncul di menu /. |
Folder skill tingkat pengguna bersama: ~/.agents/skills/ (ditulis oleh Codex, Cursor, GitHub Copilot, Windsurf, dan Zed) serta ~/.codebuddy/skills/, ~/.kiro/skills/, dan ~/.trae/skills/ | Satu bentuk untuk setiap pemasangan yang menulis salah satu folder ini, sehingga pemasangan tidak pernah menulis ulang berkas satu sama lain. Pemasangan ini mengganti nama userInvocable menjadi user-invocable, memindahkan version, updated, archetype, dan portability ke bawah peta metadata: di bagian akhir yang berisi string bertanda kutip, dan menulis agents/openai.yaml dengan policy.allow_implicit_invocation: false di samping setiap skill yang sumbernya menetapkan disable-model-invocation: true, karena Codex mengabaikan kunci tersebut dan membaca ~/.agents/skills/ terlepas dari apakah adapter Codex yang menulisnya atau bukan. Perintah yang dibungkus sebagai skill mempertahankan isinya secara utuh dan dibuka dengan satu catatan tetap yang menyebutkan folder aturan dan templat, ~/.config/apothem/rules/ dan ~/.config/apothem/templates/. Kunci tingkat atas yang tersisa adalah name, description, user-invocable, disable-model-invocation, allowed-tools, argument-hint, dan metadata. |
| Qwen Code | Menulis ulang string allowed-tools yang dipisahkan koma sebagai daftar allowedTools, satu entri YAML per baris, karena Qwen Code hanya membaca kunci camelCase dan mensyaratkan sebuah daftar. Setiap entri mempertahankan ejaan sumbernya, termasuk pola seperti Bash(git status *). Setiap kunci lain dan isi skill dipasang tanpa perubahan. |
| Harness lain | Tidak ada perubahan. |
skill.schema.json menerima salah satu dari kedua ejaan flag user-invocability
dan mewajibkan tepat satu di antaranya.
Disiplin penulisan
- Satu folder per skill. Setiap skill adalah folder tersendiri dengan titik
masuk di
SKILL.md. - Sinyal deteksi. Isi skill dibuka dengan sinyal deteksi yang memicu teknik tersebut.
- Prosedur + penegakan. Skill membawa baik prosedur yang diterapkan maupun sinyal penegakan yang menutup loop.
- Panjang deskripsi.
descriptionpaling banyak 1.024 karakter, batas Agent Skills. Tool yang lebih ketat menolak atau memotong deskripsi yang lebih panjang, dan skema menegakkan batas tersebut.
Inventaris Skill yang Dihasilkan
| Name | Description | Source |
|---|---|---|
decision-matrix | Choose between two or more options with a weighted, evidence-cited matrix, a runner-up and a first step. Use when the user asks to 'compare these options', 'help me choose between', 'weigh the trade-offs' or 'which one should we pick'. Not for single-answer lookups or building a chosen option. | src/apothem/skills/decision-matrix/SKILL.md |
dependency-upgrade | Upgrade a project's third-party dependencies with changelog review, pinned versions and the host's lint, test and type-check gates. Runs only when the user invokes it (for example to bump deps or refresh the lockfile). Breaking and major bumps stop for a question; --dry-run classifies without writing; --package NAME scopes to one dependency. | src/apothem/skills/dependency-upgrade/SKILL.md |
dev-toolkit | Run a disciplined engineering loop: reproduce-first debugging, test-first red-green-refactor, vertical slices, or a requirement split into issues. Use for 'diagnose a bug', 'do TDD', 'break this into vertical slices' or 'turn this into issues'. Not for one-line edits or multi-agent orchestration. | src/apothem/skills/dev-toolkit/SKILL.md |
diagram-authoring | Author, validate and render diagrams (flowchart, sequence, state, ER, architecture) and data visualizations to SVG, PNG or PDF. Use when the user asks to 'draw a diagram', 'make a flowchart', 'render this Mermaid' or 'export a diagram to SVG'. Source is syntax-validated before render. | src/apothem/skills/diagram-authoring/SKILL.md |
document-authoring | Write a long, cited document (thesis, report, LaTeX) from an approved outline, with checked citations and a PDF compile. Use when the user asks to 'write a thesis', 'author a LaTeX document', 'compile this to PDF' or 'manage the bibliography'. Not for short edits; pipeline papers: research-paper. | src/apothem/skills/document-authoring/SKILL.md |
ecosystem-audit | Audit the apothem configuration tree as a whole for drift, orphans, dangling references and invalid frontmatter. Use when the user asks to 'audit the ecosystem', 'validate the apothem tree' or 'sweep for drift'. Report-only unless --fix is passed. Changed artifacts only: convention-auditor. | src/apothem/skills/ecosystem-audit/SKILL.md |
eval-harness | Build a reproducible evaluation harness for a prompt or model: versioned labeled dataset, scorer, runner and a report with pass rate, interval and regressions. Use when the user asks to 'build an eval' or 'compare models on a labeled task'. One campaign: eval; rubric scoring: prompt-evaluator. | src/apothem/skills/eval-harness/SKILL.md |
incident-runbook | Write or run an incident runbook (Trigger, Diagnosis, Action, Verification, Rollback) with a rollback per action and confirmation before live changes. Use when the user asks to 'write a runbook', 'define an on-call procedure' or 'document recovery steps'. Not for post-mortems. | src/apothem/skills/incident-runbook/SKILL.md |
issue-lifecycle | Takes a reported defect from issue to fix, one stage per run. Use for 'create an issue', 'size this issue', 'reproduce this bug', 'fix issue 123', 'ask the reporter for details' or 'open a draft PR'. Manual only; posts nothing unasked. Debug loops go to dev-toolkit, advisories to vuln-triage. | src/apothem/skills/issue-lifecycle/SKILL.md |
knowledge-wiki | Adds sources to and audits an index-first Markdown knowledge base, when the user asks to 'add this paper to the wiki', 'ingest these sources', 'lint the wiki' or 'what changed in the knowledge base'. Modes: ingest, lint, drift, hubs. Not source discovery or a one-off summary. | src/apothem/skills/knowledge-wiki/SKILL.md |
multi-source-research | Produces a cited, cross-verified research report with confidence levels, when the user asks to 'research X deeply', 'find sources on' or 'gather evidence about'. Finds new sources and writes the report; given documents: source-synthesis, one claim: fact-checker, a bare source list: research-scout. | src/apothem/skills/multi-source-research/SKILL.md |
paper-toolkit | Papers with no research suite: 'write a reading note', 'compare these papers', 'draft related work', 'what would reviewers ask', 'dedupe my references', 'turn DOIs into BibTeX entries'. Suite or referee review: research-* commands. Reference checks: citation-auditor. Loose files: source-synthesis. | src/apothem/skills/paper-toolkit/SKILL.md |
perspectives | Answers a contested question by arguing it from several separate viewpoints, then reconciling them, when the user asks to 'argue both sides', 'what would a skeptic say' or 'we are split on'. Weighted choices go to decision-matrix, claim checks to fact-checker, builds and reviews to workflow. | src/apothem/skills/perspectives/SKILL.md |
plan-suite | Master Plan Suite template, read by path by the /plan pipeline stages (spec, generate, review, design, audit, execute, status, amend). Holds master-template.md, the canonical plan-suite specification. A template, not invoked directly and not listed; use the /plan commands instead. | src/apothem/skills/plan-suite/SKILL.md |
projectify | Builds the Description, Instruction and knowledge files for a chat-app Project or custom assistant within a measured context budget, when the user asks to 'projectify this', 'write Project instructions' or 'set up a custom assistant'. Not for repository rules, skills or commands. | src/apothem/skills/projectify/SKILL.md |
prompt-engineering | Designs a structured prompt and validates it against happy, edge and adversarial eval cases, when the user asks to 'design a prompt', 'write a system prompt for' or 'improve this prompt'. Delivers the prompt plus its eval set; not a running agent or a model benchmark (eval-harness). | src/apothem/skills/prompt-engineering/SKILL.md |
refactor-extract | Extracts a symbol or file without changing behavior, interactively: specifies what it does, re-derives it clean-room, then checks nothing regressed, when the user asks to 'extract this function' or 'pull this out into its own module'. Delegated refactors: refactor-surgeon. | src/apothem/skills/refactor-extract/SKILL.md |
research-suite | Research Suite template, read by path by the /research pipeline stages (ideate through disseminate). Holds the canonical research-suite surface: the ten rigor mandates and the thirteen-stage lifecycle. A template, not invoked directly and not listed; use the /research commands instead. | src/apothem/skills/research-suite/SKILL.md |
secret-rotation | Use when a credential has leaked or been committed ('rotate a secret', 'a key leaked') and must be retired safely: revokes the exposed secret at its issuer first, re-issues a least-privilege replacement, rewires config through env vars or a secret manager, then checks no plaintext remains. Runs only when the user invokes it. | src/apothem/skills/secret-rotation/SKILL.md |
source-synthesis | Reconciles given documents into one cited synthesis separating consensus from contested claims, when the user asks to 'synthesize these sources', 'combine these documents' or 'what do these say together'. Needs two or more sources. Finding them: multi-source-research; gap map: research-synthesis. | src/apothem/skills/source-synthesis/SKILL.md |
surgical-guard | Makes a minimal, anchor-bounded edit, then reviews only its diff for swallowed errors, hollow tests and docs drift, when the user asks to 'edit surgically', 'make a minimal diff' or 'guard this change'. Not for working out what the change should be (dev-toolkit). | src/apothem/skills/surgical-guard/SKILL.md |
teaching-pack | Builds a teaching pack from one paper or technical document: goals, curriculum, formula walk-throughs, worked examples, quiz with key, glossary, slides on request. For 'teach me this paper' or 'make a study guide from this spec'. Several sources: source-synthesis; critique: research-review. | src/apothem/skills/teaching-pack/SKILL.md |
test-authoring | Writes new behavior-first tests in Arrange-Act-Assert form, failing assertions first, covering happy path, edge boundaries and failures, when the user asks to 'write tests' or 'test this function'. Authors tests only. Whole-repo suite: test-suite; running tests: test-runner. | src/apothem/skills/test-authoring/SKILL.md |
ui-design | Designs or refines a user interface: classifies the surface, applies design rules and keeps DESIGN.md current, when the user asks to 'design a landing page', 'improve this UI', 'make it look better' or 'pick a palette and type scale'. Not for critique-only review (design-critic) or backend logic. | src/apothem/skills/ui-design/SKILL.md |
vuln-triage | Triages one named CVE or security advisory: severity band, affected surface in the lockfile, reachability, and a patch, upgrade, mitigate or accept route, when the user asks to 'triage this CVE' or 'does this advisory affect us'. Does not apply fixes or scan the whole repository. | src/apothem/skills/vuln-triage/SKILL.md |
workflow | Use for a non-trivial mission that needs independent parallel work plus adversarial verification: decomposes it, dispatches independent subagents under named return contracts, runs a refute-by-default critique on every finding, and discloses any beyond-mission fixes. Runs only when the user invokes it, as in 'fan out and verify'. | src/apothem/skills/workflow/SKILL.md |
Aturan
Aturan perilaku yang selalu aktif dan yang tersaring jalur, yang mengatur pemecahan masalah, keterampilan kode, arsitektur bersih, perencanaan, dan kualitas di seluruh kumpulan aturan perilaku.
Perintah
Definisi slash-command yang mengimplementasikan pipeline plan-suite beserta audit untuk tinjauan kode, arsitektur, keamanan, dependensi, dan dokumentasi.