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<div align="center"> <div align="center">
# Dev Workflows <img src="assets/readme/hero.svg" width="100%" alt="dev-workflows: agent workflows where every phase ends in a verification step, shown as the wf-security-review SKILL.md checklist from SCOPE to REPORT + GATE">
**Agent workflows as `SKILL.md` files for frontend, backend, architecture, security review and READMEs. ![Format SKILL.md](https://img.shields.io/badge/format-SKILL.md-informational?style=flat-square)
Every phase ends in a verification step, not a claim.** ![Workflows 5, v1.0.0](https://img.shields.io/badge/workflows-5%20%C2%B7%20v1.0.0-informational?style=flat-square)
![QA harness Python 3](https://img.shields.io/badge/QA%20harness-Python%203-3776AB?style=flat-square&logo=python&logoColor=white)
![License MIT](https://img.shields.io/badge/license-MIT-blue?style=flat-square)
![License](https://img.shields.io/badge/license-MIT-blue) [Issues](https://git.evandro.dev.br/evandro/dev-workflows/issues) · [Skills inventory](docs/SKILLS.md) · [Vendored skills notice](skills/NOTICE.md) · [Contributing](CONTRIBUTING.md)
![Workflows](https://img.shields.io/badge/workflows-5-informational)
![Vendored skills](https://img.shields.io/badge/vendored%20skills-10-informational)
[Workflows](#workflows) · [Install](#install) · [How it works](#how-it-works) · [QA harness](#the-qa-harness) · [Known limits](#known-limits) **English** · [Português (BR)](README.pt-BR.md)
**[Ler em português](README.pt-BR.md)**
</div> </div>
> [!NOTE] Harness output after installing the workflows and the vendored skills in the Hermes layout (real run; `impeccable` is a third-party skill that was not installed, so the harness exits 1):
> **Project state:** five commits between 2026-08-19 (workflows, bilingual README,
> `wf-readme`) and 2026-08-24 (ten security skills vendored under `skills/`). Every
> workflow declares `version: 1.0.0`. The workflow bodies are written in Portuguese;
> this README is in English and [README.pt-BR.md](README.pt-BR.md) is the Portuguese copy.
> [!IMPORTANT] ```console
> **Only `wf-security-review` works out of the box.** Its skills are vendored in $ cd qa && python wf_quality_harness.py
> [`skills/`](skills/NOTICE.md). The frontend, backend, architecture and README wf-frontend score= 385.5 refs=18 sem_match=['impeccable'] fases_sem_verif=[]
> workflows load third-party skills that are **not** in this repository and must be wf-backend score= 424.0 refs=15 sem_match=[] fases_sem_verif=[]
> installed separately ([list below](#skills-the-workflows-load)). The security wf-architecture score= 413.7 refs=11 sem_match=[] fases_sem_verif=[]
> workflow also needs network access: it must query OSV.dev, the GitHub Advisory DB wf-security-review score= 390.0 refs=14 sem_match=[] fases_sem_verif=[]
> and NVD, and stamp the date on the report.
## Workflows TOTAL: 1613.2 / 400.0 (403.3%)
```
## What it is
Five agent workflows written as standard `SKILL.md` files. The `description` in each frontmatter is the trigger, so the workflow loads when the agent's context matches it. The workflow bodies are in Portuguese.
| Workflow | File | Phases | Covers | | Workflow | File | Phases | Covers |
|---|---|---|---| |---|---|---|---|
| **Frontend / UI** | [`wf-frontend.md`](workflows/wf-frontend.md) | DESIGN, BUILD, REVIEW | Design direction before code, anti-AI-slop, React performance, visual QA for PDFs | | Frontend / UI | [`wf-frontend.md`](workflows/wf-frontend.md) | DESIGN, BUILD, REVIEW | Design direction before code, anti-AI-slop, React performance, visual QA for PDFs |
| **Backend / API** | [`wf-backend.md`](workflows/wf-backend.md) | PLAN, BUILD, SECURITY, TEST + BUG HUNT | Contract before handler, safe defaults, OWASP audit, tests and adversarial bug hunt | | Backend / API | [`wf-backend.md`](workflows/wf-backend.md) | PLAN, BUILD, SECURITY, TEST + BUG HUNT | Contract before handler, safe defaults, OWASP audit, tests and adversarial bug hunt |
| **Architecture** | [`wf-architecture.md`](workflows/wf-architecture.md) | REQUIREMENTS, DESIGN, DOCS, REVIEW | Measurable requirements, C4 diagrams, ADRs, threat modeling | | Architecture | [`wf-architecture.md`](workflows/wf-architecture.md) | REQUIREMENTS, DESIGN, DOCS, REVIEW | Measurable requirements, C4 diagrams, ADRs, threat modeling |
| **Security review** | [`wf-security-review.md`](workflows/wf-security-review.md) | SCOPE, HUNT, CONSULT, CODE REVIEW, REPORT + GATE | Front and back code review, known CVEs and a live lookup of new ones | | Security review | [`wf-security-review.md`](workflows/wf-security-review.md) | SCOPE, HUNT, CONSULT, CODE REVIEW, REPORT + GATE | Front and back code review, known CVEs and a live lookup of new ones |
| **README** | [`wf-readme.md`](workflows/wf-readme.md) | SCAN, CLASSIFY, AUDIT or DRAFT, GENERATE, VERIFY + VALIDATE | Create, audit or rewrite READMEs grounded in real repo facts | | README | [`wf-readme.md`](workflows/wf-readme.md) | SCAN, CLASSIFY, AUDIT or DRAFT, GENERATE, VERIFY + VALIDATE | Create, audit or rewrite READMEs grounded in real repo facts |
Each file is a standard `SKILL.md`: the `description` in the frontmatter is the The repository also vendors ten security skills under [`skills/`](skills/NOTICE.md) and ships a QA harness under [`qa/`](qa).
trigger, so the workflow loads when the agent's context matches it.
Why they exist: agents generate code well and admit ignorance badly. Each workflow ## Why use it
forces the agent to prove the work at every phase:
Agents generate code well and admit ignorance badly. Each workflow makes the agent prove the work at every phase:
- **Verification steps:** run the build, run the tests, hit the API, consult the registry. - **Verification steps:** run the build, run the tests, hit the API, consult the registry.
- **Acceptance criteria:** checkbox gates that must be marked before a phase closes. - **Acceptance criteria:** checkbox gates that must be marked before a phase closes.
- **Hard rules:** "never merge with a red build", "never claim 'no CVE' without querying OSV.dev". - **Hard rules:** "never merge with a red build", "never claim 'no CVE' without querying OSV.dev".
- **A QA harness:** a scorecard for workflow quality, plus meta-tests that corrupt the harness to prove it catches regressions.
## Install Do not use it if you want self-contained skills. The frontend, backend, architecture and README workflows load third-party skills that are not in this repository, the security workflow also expects two local skills that are not vendored, and the QA harness only reads the Hermes Agent layout.
## How it works
The security workflow is built on one fact: a model's knowledge of CVEs stops at its training date, so "no vulnerabilities" from memory is a guess.
1. **SCOPE** defines the target before auditing.
2. **HUNT** checks known CVEs in the dependencies (`safedeps` queries OSV.dev for a `package@version`).
3. **CONSULT** looks up new vulnerabilities in live sources: OSV.dev, GitHub Advisory DB and NVD.
4. **CODE REVIEW** reviews front and back code against OWASP Top 10 and ASVS.
5. **REPORT + GATE** delivers the report with sources and date stamped, then decides.
The QA harness scores `wf-frontend`, `wf-backend`, `wf-architecture` and `wf-security-review` (not `wf-readme`) on 30+ static criteria extracted from each `SKILL.md`: structure, numbered steps per phase, verification verbs, referenced skills and AI-isms density. `test_tests.py` holds meta-tests that break the harness on purpose and check that the score changes.
<details>
<summary>Skills the workflows load</summary>
Vendored in `skills/` (security review). Origin, commit and license of each copy are in [`skills/NOTICE.md`](skills/NOTICE.md); CC-BY-4.0 requires attribution, kept in that file.
| Skill | What it does | Origin | License |
|---|---|---|---|
| `safedeps` | Queries OSV.dev live: CVE, severity and fixed version for a `package@version` (script `check_deps.py`) | [Jeneidi/safedeps](https://github.com/Jeneidi/safedeps) | MIT |
| `sca-audit` | Dependency supply-chain audit with reachability analysis and CWE mapping | [OWASP/secure-agent-playbook](https://github.com/OWASP/secure-agent-playbook) | CC-BY-4.0 |
| `code-review-security` | Systematic security code review mapped to OWASP Top 10 + ASVS | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `secrets-scan` | Hardcoded credentials and API keys in code and git history | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `api-security-review` | API review against OWASP API Security Top 10 | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `web-security-review` | Web app review against OWASP Top 10 | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `cve-triage` | Prioritizes CVEs with CVSS 4.0, EPSS and CISA KEV | [UnitOneAI/SecuritySkills](https://github.com/UnitOneAI/SecuritySkills) | MIT |
| `patch-prioritization` | Decides remediation order | UnitOneAI/SecuritySkills | MIT |
| `dependency-scanning` | Dependency tree scanning | UnitOneAI/SecuritySkills | MIT |
| `hermaguard` | Adversarial review: static pre-scan plus 3 specialist agents (edge cases, attack, blast radius) | [Sahil-SS9/hermaguard](https://github.com/Sahil-SS9/hermaguard) | MIT |
Not vendored (install separately; full inventory in [`docs/SKILLS.md`](docs/SKILLS.md)):
| Workflow | Skill | Origin |
|---|---|---|
| Frontend | `frontend-design` | [anthropics/skills](https://github.com/anthropics/skills) |
| Frontend | `web-design` | [KAOPU-XiaoPu/web-design](https://github.com/KAOPU-XiaoPu/web-design) |
| Frontend | `vercel-react-best-practices`, `vercel-composition-patterns` | [vercel-labs/agent-skills](https://github.com/vercel-labs/agent-skills) |
| Frontend | `animate` | [emilkowalski/skill](https://github.com/emilkowalski/skill) |
| Frontend | `impeccable` | [pbakaus/impeccable](https://github.com/pbakaus/impeccable) |
| Frontend | `avoid-ai-writing` | [conorbronsdon/avoid-ai-writing](https://github.com/conorbronsdon/avoid-ai-writing) |
| Frontend | `anti-ai-slop` | local skill, not published here |
| Backend | `secure-coding` | [securityreviewai/secure-coding-skill](https://github.com/securityreviewai/secure-coding-skill) |
| Backend | `bola-detector`, `auth-rbac-scaffold`, `injection-checker`, `openapi-hardener`, `api-security-review`, `security-test-generator` | [apisec-inc/apisec-skills](https://github.com/apisec-inc/apisec-skills) |
| Architecture | `system-design`, `c4-architecture`, `isaqb-architecture-governance`, `secure-architecture-governance` | [Kotivskyi/architecture-governance-skills](https://github.com/Kotivskyi/architecture-governance-skills) |
| README | `readme-crafter` | [linhai0872/readme-crafter-skill](https://github.com/linhai0872/readme-crafter-skill) |
| README | `good-readme` | [adewale/good-readme](https://github.com/adewale/good-readme) |
| README | `curating-readme` | [liang-senbei/curating-readme](https://github.com/liang-senbei/curating-readme) |
| Security review | `dependency-cve-audit`, `security-threat-model` | local skills, not published here |
</details>
## Quickstart
```bash ```bash
# 1. Copy the workflows into your agent's skills directory # 1. Copy the workflows into your agent's skills directory
@@ -87,76 +137,9 @@ npx skills add https://github.com/pbakaus/impeccable --skill impeccable
``` ```
> [!WARNING] > [!WARNING]
> **Install layout matters.** Claude Code ignores a loose `.md`; it needs > Install layout matters. Claude Code ignores a loose `.md`; it needs `<skill>/SKILL.md`. The QA harness has the same requirement: it reads `~/.hermes/skills/software-development/<workflow>/SKILL.md`, so the flat `cp` used for Hermes above is not enough to run it.
> `<skill>/SKILL.md`. The QA harness has the same requirement: it reads
> `~/.hermes/skills/software-development/<workflow>/SKILL.md`, so the flat `cp`
> used for Hermes above is not enough to run it (see [the harness](#the-qa-harness)).
## How it works ## Usage
The security workflow is built on one fact: a model's knowledge of CVEs stops at
its training date, so "no vulnerabilities" from memory is a guess.
```mermaid
flowchart LR
A["Code / diff"] --> B["1 SCOPE"]
B --> C["2 HUNT<br/>known CVEs"]
C --> D["3 CONSULT<br/>OSV.dev, GitHub Advisory, NVD"]
D --> E["4 CODE REVIEW<br/>OWASP Top 10 + ASVS"]
E --> F["5 REPORT + GATE<br/>sources and date stamped"]
```
A review with no source and no date is expired on arrival.
### Skills the workflows load
<details>
<summary>Vendored in <code>skills/</code> (security review)</summary>
Exact origin, commit and license of each copy are in [`skills/NOTICE.md`](skills/NOTICE.md).
The copies are 1:1 with the origin; CC-BY-4.0 requires attribution, kept in that file.
| Skill | What it does | Origin | License |
|---|---|---|---|
| `safedeps` | Queries OSV.dev live: CVE, severity and fixed version for a `package@version` (script `check_deps.py`) | [Jeneidi/safedeps](https://github.com/Jeneidi/safedeps) | MIT |
| `sca-audit` | Dependency supply-chain audit with reachability analysis and CWE mapping | [OWASP/secure-agent-playbook](https://github.com/OWASP/secure-agent-playbook) | CC-BY-4.0 |
| `code-review-security` | Systematic security code review mapped to OWASP Top 10 + ASVS | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `secrets-scan` | Hardcoded credentials and API keys in code and git history | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `api-security-review` | API review against OWASP API Security Top 10 | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `web-security-review` | Web app review against OWASP Top 10 | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `cve-triage` | Prioritizes CVEs with CVSS 4.0, EPSS and CISA KEV | [UnitOneAI/SecuritySkills](https://github.com/UnitOneAI/SecuritySkills) | MIT |
| `patch-prioritization` | Decides remediation order | UnitOneAI/SecuritySkills | MIT |
| `dependency-scanning` | Dependency tree scanning | UnitOneAI/SecuritySkills | MIT |
| `hermaguard` | Adversarial review: static pre-scan plus 3 specialist agents (edge cases, attack, blast radius) | [Sahil-SS9/hermaguard](https://github.com/Sahil-SS9/hermaguard) | MIT |
</details>
<details>
<summary>Not vendored (install separately)</summary>
Full inventory and install steps: [`docs/SKILLS.md`](docs/SKILLS.md).
| Workflow | Skill | Origin |
|---|---|---|
| Frontend | `frontend-design` | [anthropics/skills](https://github.com/anthropics/skills) |
| Frontend | `web-design` | [KAOPU-XiaoPu/web-design](https://github.com/KAOPU-XiaoPu/web-design) |
| Frontend | `vercel-react-best-practices`, `vercel-composition-patterns` | [vercel-labs/agent-skills](https://github.com/vercel-labs/agent-skills) |
| Frontend | `animate` | [emilkowalski/skill](https://github.com/emilkowalski/skill) |
| Frontend | `impeccable` | [pbakaus/impeccable](https://github.com/pbakaus/impeccable) |
| Frontend | `avoid-ai-writing` | [conorbronsdon/avoid-ai-writing](https://github.com/conorbronsdon/avoid-ai-writing) |
| Frontend | `anti-ai-slop` | local skill, not published here |
| Backend | `secure-coding` | [securityreviewai/secure-coding-skill](https://github.com/securityreviewai/secure-coding-skill) |
| Backend | `bola-detector`, `auth-rbac-scaffold`, `injection-checker`, `openapi-hardener`, `api-security-review`, `security-test-generator` | [apisec-inc/apisec-skills](https://github.com/apisec-inc/apisec-skills) |
| Architecture | `system-design`, `c4-architecture`, `isaqb-architecture-governance`, `secure-architecture-governance` | [Kotivskyi/architecture-governance-skills](https://github.com/Kotivskyi/architecture-governance-skills) |
| README | `readme-crafter` | [linhai0872/readme-crafter-skill](https://github.com/linhai0872/readme-crafter-skill) |
| README | `good-readme` | [adewale/good-readme](https://github.com/adewale/good-readme) |
| README | `curating-readme` | [liang-senbei/curating-readme](https://github.com/liang-senbei/curating-readme) |
</details>
## The QA harness
The [`qa/`](qa) directory keeps the workflows honest:
```bash ```bash
cd qa cd qa
@@ -165,55 +148,29 @@ python3 test_quality.py # gates: no regression, referenced skills exist,
python3 test_tests.py # meta-tests: corrupt harness/workflows, confirm the score drops python3 test_tests.py # meta-tests: corrupt harness/workflows, confirm the score drops
``` ```
The harness scores `wf-frontend`, `wf-backend`, `wf-architecture` and Final scores per workflow are versioned in [`qa/snapshots/baseline-final.json`](qa/snapshots/baseline-final.json): `wf-frontend` 385.5, `wf-backend` 424.0, `wf-architecture` 413.7, `wf-security-review` 390.0, total 1613.2. The run above reproduces them.
`wf-security-review` (not `wf-readme`) by static criteria extracted from each
`SKILL.md`: structure, numbered steps per phase, verification verbs, referenced
skills that exist, and AI-isms density. The meta-tests are the useful part:
they deliberately break the harness and a workflow, then confirm the score
changes. If it did not, the detector would be useless.
<details> ## Project status
<summary>Measured scores</summary>
Final scores per workflow come from [`qa/snapshots/baseline-final.json`](qa/snapshots/baseline-final.json). Six commits between 2026-08-19 and 2026-10-13; every workflow declares `version: 1.0.0`. No root CI: `skills/hermaguard/.github/workflows/ci.yml` belongs to the vendored hermaguard and does not run from this repository.
The "before" values come from earlier harness runs; only the final snapshot is
versioned.
| Workflow | Before | Final | Gain | - The harness reads installed copies from `~/.hermes/skills/software-development/<name>/SKILL.md` (hardcoded `SKILLS_DIR`), not the files in `workflows/`. Without them it reports `SKILL.md não encontrado`.
|---|---|---|---| - The harness exits 1 when a referenced skill is missing, and `test_quality.py` then stops with `HARNESS FALHOU`. Even with every skill installed, gate G3 asks each workflow to reach twice its own final baseline, so `test_quality.py` cannot pass against the current snapshot.
| `wf-frontend` | 201.0 | 385.5 | +92% | - `test_tests.py` mutates `wf-frontend/SKILL.md` at the repository root, which does not exist, so that meta-test does nothing; the anti-slop mutation still runs.
| `wf-backend` | 215.0 | 424.0 | +97% | - The "referenced skills exist" check also accepts names from a hardcoded list without checking the disk.
| `wf-architecture` | 199.9 | 413.7 | +107% | - `wf-security-review` mentions `dependency-cve-audit` and `security-threat-model` as local skills that are not vendored, and calls `~/.hermes/skills/safedeps/check_deps.py`, so it assumes the Hermes layout.
| `wf-security-review` | 332.0 | 390.0 | +17% | - Two different skills share the name `api-security-review`: the vendored OWASP one and the apisec-inc one used by the backend workflow. Installing both into the same directory makes one overwrite the other.
| Sum of the first three | 615.9 | 1223.2 | +98.6% | - In `docs/SKILLS.md`, the Claude Code snippet quotes the tilde (`"~/.claude/skills/$nome"`), which creates a literal `~` directory; use `$HOME` as in the Quickstart above.
| Sum of the four | 947.9 | 1613.2 | +70.2% | - `wf-readme` is not covered by the harness.
The ruler also got stricter over time (13 criteria at first, 30+ later), so the Contribution rules are in [`CONTRIBUTING.md`](CONTRIBUTING.md): claims trace back to repo facts, every phase has a verification step, and docs avoid AI-isms.
before/after comparison uses the final ruler on both sides. The numeric "2x"
target was not forced: inflating the score to hit it would be gaming the metric.
</details>
## Known limits
- The harness reads installed copies from `~/.hermes/skills/software-development/<name>/SKILL.md`
(hardcoded `SKILLS_DIR`), not the files in `workflows/`. Install in the directory
layout first, or it reports `SKILL.md não encontrado`.
- Two different skills share the name `api-security-review`: the vendored OWASP one
(`skills/`) and the apisec-inc one used by the backend workflow. Installing both
into the same directory makes one overwrite the other.
- There is no root CI workflow. `skills/hermaguard/.github/workflows/ci.yml` belongs
to the vendored hermaguard and does not run from this repository.
- The `wf-readme` workflow is not covered by the harness.
## Contributing
Open an issue first, then a PR. The rules are the ones the workflows enforce:
claims trace back to repo facts, every phase has a verification step, and docs avoid
AI-isms. Run the three `qa/` commands above before a PR; if you change scoring, update
`qa/snapshots/baseline-final.json`. Details in [`CONTRIBUTING.md`](CONTRIBUTING.md).
## License ## License
[MIT](LICENSE), (c) 2026 Evandro Fonseca Junior. Vendored skills keep their own [MIT](LICENSE), (c) 2026 Evandro Fonseca Junior. Vendored skills keep their own licenses ([`skills/NOTICE.md`](skills/NOTICE.md)).
licenses ([`skills/NOTICE.md`](skills/NOTICE.md)).
---
<div align="center">
<sub>Made by <a href="https://evandro.dev.br">Evandro Fonseca Junior</a> · <a href="https://git.evandro.dev.br/evandro">git.evandro.dev.br</a></sub>
</div>
README.pt-BR.md
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<div align="center"> <div align="center">
# Dev Workflows <img src="assets/readme/hero.svg" width="100%" alt="dev-workflows: workflows de agente em que toda fase termina num passo de verificação, mostrados como o checklist do SKILL.md wf-security-review de SCOPE a REPORT + GATE">
**Workflows de agente como arquivos SKILL.md**: frontend, backend, arquitetura e code review de segurança que nunca pulam a verificação. ![Formato SKILL.md](https://img.shields.io/badge/formato-SKILL.md-informational?style=flat-square)
![Workflows 5, v1.0.0](https://img.shields.io/badge/workflows-5%20%C2%B7%20v1.0.0-informational?style=flat-square)
![Harness de QA Python 3](https://img.shields.io/badge/harness%20de%20QA-Python%203-3776AB?style=flat-square&logo=python&logoColor=white)
![Licença MIT](https://img.shields.io/badge/licen%C3%A7a-MIT-blue?style=flat-square)
[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](LICENSE) [Issues](https://git.evandro.dev.br/evandro/dev-workflows/issues) · [Inventário de skills](docs/SKILLS.md) · [Aviso das skills vendorizadas](skills/NOTICE.md) · [Como contribuir](CONTRIBUTING.md)
[![Python 3.10+](https://img.shields.io/badge/Python-3.10+-3776AB?logo=python&logoColor=white)](qa/wf_quality_harness.py)
[![Agent Skills](https://img.shields.io/badge/Agent%20Skills-1.0-8A2BE2)](https://agentskills.io)
[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg)](https://github.com/evandrodevbr/dev-workflows/pulls)
Transforme seu agente de código num processo repetível e verificável. Cada workflow define fases, passos de verificação concretos, comandos reais e regras duras. O agente entrega trabalho que dá pra *checar*, não só *afirmar*. [English](README.md) · **Português (BR)**
**🇺🇸 [Read this in English](README.md)**
</div> </div>
--- Saída do harness depois de instalar os workflows e as skills vendorizadas no layout do Hermes (execução real; `impeccable` é uma skill de terceiros que não foi instalada, por isso o harness sai com código 1):
## Por quê ```console
$ cd qa && python wf_quality_harness.py
wf-frontend score= 385.5 refs=18 sem_match=['impeccable'] fases_sem_verif=[]
wf-backend score= 424.0 refs=15 sem_match=[] fases_sem_verif=[]
wf-architecture score= 413.7 refs=11 sem_match=[] fases_sem_verif=[]
wf-security-review score= 390.0 refs=14 sem_match=[] fases_sem_verif=[]
Agente é ótimo pra gerar código e péssimo pra admitir que não sabe. Este projeto resolve a segunda parte. TOTAL: 1613.2 / 400.0 (403.3%)
Cada workflow força o agente a **provar** o trabalho em cada fase:
- **Passos de verificação**: rodar build, rodar testes, chamar a API, consultar o registry. Não "acho que funciona".
- **Critérios de aceite**: portões com checkbox que precisam estar marcados pra fase fechar.
- **Regras duras**: "nunca faça merge com build vermelho", "nunca afirme 'sem CVE' sem consultar o OSV.dev".
- **Harness de QA**: um placar que mede a qualidade dos workflows de forma objetiva, mais meta-testes que corrompem o harness pra provar que ele detecta regressão.
## Sumário
- [Workflows](#workflows)
- [Segurança: não confie no cutoff de treino](#segurança-não-confie-no-cutoff-de-treino)
- [Skills usadas e seus donos](#skills-usadas-e-seus-donos)
- [Começo rápido](#começo-rápido)
- [O harness de QA](#o-harness-de-qa)
- [Testes de qualidade e ganhos medidos](#testes-de-qualidade-e-ganhos-medidos)
- [Estrutura do repositório](#estrutura-do-repositório)
- [Licença](#licença)
## Workflows
| Workflow | Arquivo | Cobre |
|---|---|---|
| 🎨 **Frontend / UI** | [workflows/wf-frontend.md](workflows/wf-frontend.md) | Direção de design antes do código, anti-AI-slop, performance React, QA visual de PDFs |
| ⚙️ **Backend / API** | [workflows/wf-backend.md](workflows/wf-backend.md) | Contrato antes do handler, defaults seguros, auditoria OWASP, testes + caça de bugs adversarial |
| 🏗️ **Arquitetura** | [workflows/wf-architecture.md](workflows/wf-architecture.md) | Requisitos mensuráveis, diagramas C4, ADRs, threat modeling, revisão |
| 🛡️ **Security review** | [workflows/wf-security-review.md](workflows/wf-security-review.md) | Code review (front + back), CVEs conhecidas **e** consulta ao vivo de novas |
| 📄 **README** | [workflows/wf-readme.md](workflows/wf-readme.md) | Criar/auditar/reescrever READMEs grounded nos fatos reais do repo |
Cada arquivo é um `SKILL.md` padrão. A `description` no frontmatter é o gatilho: quando o contexto do agente bate, o workflow carrega sozinho. Funciona no [Hermes Agent](https://hermes-agent.nousresearch.com), Claude Code e qualquer coisa que leia o formato Agent Skills.
## Segurança: não confie no cutoff de treino
O conhecimento de CVEs de um modelo para na data do treinamento. Qualquer coisa divulgada depois disso, ele nunca viu, então "não tem vulnerabilidade" vindo de memória é um chute, não resposta.
O workflow de segurança nasceu desse fato:
```
Código/diff → SCOPE → HUNT (CVEs conhecidas) → CONSULT (fontes vivas) → CODE REVIEW → REPORT + GATE
│ │
│ └─ OSV.dev · GitHub Advisory DB · NVD
└──────────────┘
``` ```
Todo security review **precisa** consultar fontes vivas e carimbar a data. Review sem fonte e sem data vence na hora. ## O que é
## Skills usadas e seus donos Cinco workflows de agente escritos como arquivos `SKILL.md` padrão. A `description` no frontmatter de cada um é o gatilho: o workflow carrega quando o contexto do agente bate com ela. O corpo dos workflows está em português.
Os workflows carregam essas skills por contexto. Os três pilares do security review vêm de fontes primárias de segurança (OWASP, OSV.dev, UnitOne SecuritySkills), não da memória de um modelo. | Workflow | Arquivo | Fases | Cobre |
|---|---|---|---|
| Frontend / UI | [`wf-frontend.md`](workflows/wf-frontend.md) | DESIGN, BUILD, REVIEW | Direção de design antes do código, anti-AI-slop, performance React, QA visual de PDFs |
| Backend / API | [`wf-backend.md`](workflows/wf-backend.md) | PLAN, BUILD, SECURITY, TEST + BUG HUNT | Contrato antes do handler, defaults seguros, auditoria OWASP, testes e caça de bugs adversarial |
| Arquitetura | [`wf-architecture.md`](workflows/wf-architecture.md) | REQUIREMENTS, DESIGN, DOCS, REVIEW | Requisitos mensuráveis, diagramas C4, ADRs, threat modeling |
| Security review | [`wf-security-review.md`](workflows/wf-security-review.md) | SCOPE, HUNT, CONSULT, CODE REVIEW, REPORT + GATE | Code review de front e back, CVEs conhecidas e consulta ao vivo das novas |
| README | [`wf-readme.md`](workflows/wf-readme.md) | SCAN, CLASSIFY, AUDIT ou DRAFT, GENERATE, VERIFY + VALIDATE | Criar, auditar ou reescrever READMEs com base em fatos reais do repositório |
### 🛡️ Security review: os três pilares O repositório também vendoriza dez skills de segurança em [`skills/`](skills/NOTICE.md) e traz um harness de QA em [`qa/`](qa).
_Vendorizadas em `skills/` — ver [`skills/NOTICE.md`](skills/NOTICE.md) pra origem exata e licença._ ## Por que usar
| Skill | O que faz | Dono | Agente gera código bem e admite que não sabe muito mal. Cada workflow obriga o agente a provar o trabalho em cada fase:
- **Passos de verificação:** rodar o build, rodar os testes, chamar a API, consultar o registry.
- **Critérios de aceite:** checkboxes que precisam estar marcados para a fase fechar.
- **Regras duras:** "nunca faça merge com build vermelho", "nunca afirme 'sem CVE' sem consultar o OSV.dev".
Não use se você quer skills autossuficientes. Os workflows de frontend, backend, arquitetura e README carregam skills de terceiros que não estão neste repositório, o de segurança também espera duas skills locais que não foram vendorizadas, e o harness de QA só lê o layout do Hermes Agent.
## Como funciona
O workflow de segurança parte de um fato: o conhecimento de CVEs de um modelo para na data do treinamento, então "sem vulnerabilidades" vindo da memória é chute.
1. **SCOPE** define o alvo antes da auditoria.
2. **HUNT** checa CVEs conhecidas nas dependências (`safedeps` consulta o OSV.dev para um `pacote@versão`).
3. **CONSULT** busca vulnerabilidades novas em fontes vivas: OSV.dev, GitHub Advisory DB e NVD.
4. **CODE REVIEW** revisa o código de front e back contra OWASP Top 10 e ASVS.
5. **REPORT + GATE** entrega o relatório com fontes e data carimbadas e decide.
O harness de QA pontua `wf-frontend`, `wf-backend`, `wf-architecture` e `wf-security-review` (não o `wf-readme`) em mais de 30 critérios estáticos extraídos de cada `SKILL.md`: estrutura, passos numerados por fase, verbos de verificação, skills referenciadas e densidade de AI-isms. O `test_tests.py` tem meta-testes que quebram o harness de propósito e conferem se a nota muda.
<details>
<summary>Skills que os workflows carregam</summary>
Vendorizadas em `skills/` (security review). Origem, commit e licença de cada cópia estão em [`skills/NOTICE.md`](skills/NOTICE.md); a CC-BY-4.0 exige atribuição, mantida nesse arquivo.
| Skill | O que faz | Origem | Licença |
|---|---|---|---|
| `safedeps` | Consulta o OSV.dev ao vivo: CVE, severidade e versão corrigida de um `pacote@versão` (script `check_deps.py`) | [Jeneidi/safedeps](https://github.com/Jeneidi/safedeps) | MIT |
| `sca-audit` | Auditoria da cadeia de dependências com análise de alcançabilidade e mapeamento CWE | [OWASP/secure-agent-playbook](https://github.com/OWASP/secure-agent-playbook) | CC-BY-4.0 |
| `code-review-security` | Code review de segurança sistemático mapeado para OWASP Top 10 + ASVS | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `secrets-scan` | Credenciais e chaves de API hardcoded no código e no histórico do git | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `api-security-review` | Revisão de API contra o OWASP API Security Top 10 | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `web-security-review` | Revisão de app web contra o OWASP Top 10 | OWASP/secure-agent-playbook | CC-BY-4.0 |
| `cve-triage` | Prioriza CVEs com CVSS 4.0, EPSS e CISA KEV | [UnitOneAI/SecuritySkills](https://github.com/UnitOneAI/SecuritySkills) | MIT |
| `patch-prioritization` | Decide a ordem de correção | UnitOneAI/SecuritySkills | MIT |
| `dependency-scanning` | Varredura da árvore de dependências | UnitOneAI/SecuritySkills | MIT |
| `hermaguard` | Revisão adversarial: pré-varredura estática mais 3 agentes especialistas (casos de borda, ataque, raio de impacto) | [Sahil-SS9/hermaguard](https://github.com/Sahil-SS9/hermaguard) | MIT |
Não vendorizadas (instale à parte; inventário completo em [`docs/SKILLS.md`](docs/SKILLS.md)):
| Workflow | Skill | Origem |
|---|---|---| |---|---|---|
| [`safedeps`](https://github.com/Jeneidi/safedeps) | Consulta o OSV.dev em tempo real; devolve CVE + severidade + versão corrigida pra um `package@version`. Cobre o buraco que um modelo congelado não cobre. | [Jeneidi](https://github.com/Jeneidi) | | Frontend | `frontend-design` | [anthropics/skills](https://github.com/anthropics/skills) |
| [`sca-audit`](https://github.com/OWASP/secure-agent-playbook) | Auditoria de supply chain de dependências com análise de alcance e mapeamento CWE. | [OWASP](https://github.com/OWASP) | | Frontend | `web-design` | [KAOPU-XiaoPu/web-design](https://github.com/KAOPU-XiaoPu/web-design) |
| [`code-review-security`](https://github.com/OWASP/secure-agent-playbook) | Code review de segurança sistemático mapeado a OWASP Top 10 + ASVS. | [OWASP](https://github.com/OWASP) | | Frontend | `vercel-react-best-practices`, `vercel-composition-patterns` | [vercel-labs/agent-skills](https://github.com/vercel-labs/agent-skills) |
| Frontend | `animate` | [emilkowalski/skill](https://github.com/emilkowalski/skill) |
| Frontend | `impeccable` | [pbakaus/impeccable](https://github.com/pbakaus/impeccable) |
| Frontend | `avoid-ai-writing` | [conorbronsdon/avoid-ai-writing](https://github.com/conorbronsdon/avoid-ai-writing) |
| Frontend | `anti-ai-slop` | skill local, não publicada aqui |
| Backend | `secure-coding` | [securityreviewai/secure-coding-skill](https://github.com/securityreviewai/secure-coding-skill) |
| Backend | `bola-detector`, `auth-rbac-scaffold`, `injection-checker`, `openapi-hardener`, `api-security-review`, `security-test-generator` | [apisec-inc/apisec-skills](https://github.com/apisec-inc/apisec-skills) |
| Arquitetura | `system-design`, `c4-architecture`, `isaqb-architecture-governance`, `secure-architecture-governance` | [Kotivskyi/architecture-governance-skills](https://github.com/Kotivskyi/architecture-governance-skills) |
| README | `readme-crafter` | [linhai0872/readme-crafter-skill](https://github.com/linhai0872/readme-crafter-skill) |
| README | `good-readme` | [adewale/good-readme](https://github.com/adewale/good-readme) |
| README | `curating-readme` | [liang-senbei/curating-readme](https://github.com/liang-senbei/curating-readme) |
| Security review | `dependency-cve-audit`, `security-threat-model` | skills locais, não publicadas aqui |
### 🛡️ Security review: skills de apoio </details>
_Também vendorizadas em `skills/`._ ## Início rápido
| Skill | O que faz | Dono |
|---|---|---|
| [`secrets-scan`](https://github.com/OWASP/secure-agent-playbook) | Encontra credenciais / API keys no código e no git history. | [OWASP](https://github.com/OWASP) |
| [`api-security-review`](https://github.com/OWASP/secure-agent-playbook) | Revisão de API contra OWASP API Security Top 10. | [OWASP](https://github.com/OWASP) |
| [`web-security-review`](https://github.com/OWASP/secure-agent-playbook) | Revisão de web app contra OWASP Top 10. | [OWASP](https://github.com/OWASP) |
| [`cve-triage`](https://github.com/UnitOneAI/SecuritySkills) | Prioriza CVEs com CVSS 4.0 / EPSS / CISA KEV. | [UnitOneAI](https://github.com/UnitOneAI) |
| [`patch-prioritization`](https://github.com/UnitOneAI/SecuritySkills) | Decide a ordem da correção. | [UnitOneAI](https://github.com/UnitOneAI) |
| [`dependency-scanning`](https://github.com/UnitOneAI/SecuritySkills) | Varredura da árvore de dependências. | [UnitOneAI](https://github.com/UnitOneAI) |
| [`hermaguard`](https://github.com/Sahil-SS9/hermaguard) | Review adversarial: pré-scan estático + 3 agentes especialistas (edge cases, ataque, blast radius). | [Sahil-SS9](https://github.com/Sahil-SS9) |
### 🎨 Frontend / UI
| Skill | O que faz | Dono |
|---|---|---|
| [`frontend-design`](https://github.com/anthropics/skills) | Direção visual intencional, tipografia, fugindo do padrão "IA genérica". | [Anthropic](https://github.com/anthropics) |
| [`web-design`](https://github.com/KAOPU-XiaoPu/web-design) | Estética web coesa. | [KAOPU-XiaoPu](https://github.com/KAOPU-XiaoPu) |
| [`vercel-react-best-practices`](https://github.com/vercel-labs/agent-skills) | 40+ regras de performance React/Next da engenharia da Vercel. | [Vercel Labs](https://github.com/vercel-labs) |
| [`vercel-composition-patterns`](https://github.com/vercel-labs/agent-skills) | Compound components, composição limpa. | [Vercel Labs](https://github.com/vercel-labs) |
| [`animate`](https://github.com/emilkowalski/skill) | Motion com propósito. | [emilkowalski](https://github.com/emilkowalski) |
| [`impeccable`](https://github.com/pbakaus/impeccable) | O vocabulário de design que faltava pros agentes: 23 comandos (craft, shape, audit, polish, animate, live) e 59 regras determinísticas anti-slop. A skill de design frontend mais usada (230k+ instalações). | [pbakaus](https://github.com/pbakaus) |
| [`anti-ai-slop`](https://github.com/evandrodevbr/dev-workflows) | Detecta padrão visual "gerado por IA" (auto-carregada, local). | skill da comunidade |
| [`avoid-ai-writing`](https://github.com/conorbronsdon/avoid-ai-writing) | Remove AI-isms de microcopy, labels e docs. | [conorbronsdon](https://github.com/conorbronsdon) |
### ⚙️ Backend / API
| Skill | O que faz | Dono |
|---|---|---|
| [`secure-coding`](https://github.com/securityreviewai/secure-coding-skill) | Padrões de codificação segura em 15 stacks. | [securityreviewai](https://github.com/securityreviewai) |
| [`bola-detector`](https://github.com/apisec-inc/apisec-skills) | Object-level authorization quebrada (OWASP API1). | [apisec-inc](https://github.com/apisec-inc) |
| [`auth-rbac-scaffold`](https://github.com/apisec-inc/apisec-skills) | Autenticação + RBAC (OWASP API2 / API5). | [apisec-inc](https://github.com/apisec-inc) |
| [`injection-checker`](https://github.com/apisec-inc/apisec-skills) | Injeção SQL / ORM / shell / template (OWASP API8). | [apisec-inc](https://github.com/apisec-inc) |
| [`openapi-hardener`](https://github.com/apisec-inc/apisec-skills) | Sanear schemas OpenAPI / Zod / Pydantic (OWASP API3). | [apisec-inc](https://github.com/apisec-inc) |
| [`api-security-review`](https://github.com/apisec-inc/apisec-skills) | Review completo OWASP API Top 10. | [apisec-inc](https://github.com/apisec-inc) |
| [`security-test-generator`](https://github.com/apisec-inc/apisec-skills) | Gera suítes de testes de segurança. | [apisec-inc](https://github.com/apisec-inc) |
### 🏗️ Arquitetura
| Skill | O que faz | Dono |
|---|---|---|
| [`system-design`](https://github.com/Kotivskyi/architecture-governance-skills) | Framework HelloInterview de system design. | [Kotivskyi](https://github.com/Kotivskyi) |
| [`c4-architecture`](https://github.com/Kotivskyi/architecture-governance-skills) | Diagramas C4 (Mermaid / Structurizr). | [Kotivskyi](https://github.com/Kotivskyi) |
| [`isaqb-architecture-governance`](https://github.com/Kotivskyi/architecture-governance-skills) | arc42 + ADRs. | [Kotivskyi](https://github.com/Kotivskyi) |
| [`secure-architecture-governance`](https://github.com/Kotivskyi/architecture-governance-skills) | Threat models STRIDE+CIA, ADRs de segurança. | [Kotivskyi](https://github.com/Kotivskyi) |
> 📖 Instruções completas de instalação de cada skill estão em [docs/SKILLS.md](docs/SKILLS.md).
## Começo rápido
```bash ```bash
# 1. Copie os workflows pro diretório de skills do seu agente # 1. Copie os workflows para o diretório de skills do seu agente
# Hermes Agent:
# Hermes Agent
cp workflows/*.md ~/.hermes/skills/software-development/ cp workflows/*.md ~/.hermes/skills/software-development/
# Claude Code: cada skill no seu proprio diretorio (nao aceita .md solto) # Claude Code: cada skill precisa do próprio diretório (um .md solto não carrega)
mkdir -p ~/.claude/skills mkdir -p ~/.claude/skills
for f in workflows/*.md; do for f in workflows/*.md; do
nome=$(basename "$f" .md) name=$(basename "$f" .md)
mkdir -p "$HOME/.claude/skills/$nome" mkdir -p "$HOME/.claude/skills/$name"
cp "$f" "$HOME/.claude/skills/$nome/SKILL.md" cp "$f" "$HOME/.claude/skills/$name/SKILL.md"
done done
# 2. (Opcional, pro security review) as skills de apoio ja vem vendorizadas # 2. Security review: as skills de apoio já estão vendorizadas em skills/.
# em skills/ -- sem clone externo, so copiar (Hermes; pra Claude Code use o # Hermes:
# mesmo loop do passo 1 trocando "workflows" por "skills"):
cp -r skills/* ~/.hermes/skills/ cp -r skills/* ~/.hermes/skills/
# Claude Code: copie cada diretório skills/<nome>/ para ~/.claude/skills/<nome>/
# (o SKILL.md precisa ficar dentro do próprio diretório, como no passo 1).
# 3. Use # 3. Use
# "review this PR for security" -> wf-security-review carrega # "revise este PR para segurança" -> carrega o wf-security-review
# "build a new page" -> wf-frontend carrega # "crie uma página nova" -> carrega o wf-frontend
``` ```
## O harness de QA As demais skills se instalam com `npx skills` (formato agentskills.io), por exemplo:
O diretório `qa/` mantém os próprios workflows honestos: ```bash
npx skills add anthropics/skills --skill frontend-design
npx skills add vercel-labs/agent-skills --skill vercel-react-best-practices
npx skills add conorbronsdon/avoid-ai-writing
npx skills add https://github.com/pbakaus/impeccable --skill impeccable
```
> [!WARNING]
> O layout da instalação importa. O Claude Code ignora um `.md` solto; ele precisa de `<skill>/SKILL.md`. O harness de QA tem a mesma exigência: ele lê `~/.hermes/skills/software-development/<workflow>/SKILL.md`, então o `cp` plano usado acima para o Hermes não basta para rodá-lo.
## Uso
```bash ```bash
cd qa cd qa
python3 wf_quality_harness.py # pontua cada workflow em mais de 30 critérios
python3 wf_quality_harness.py # pontua cada workflow em 30+ critérios python3 test_quality.py # gates: sem regressão, skills referenciadas existem, toda fase verificada
python3 test_quality.py # gates: sem regressão, skills válidas, fases verificadas python3 test_tests.py # meta-testes: corrompem harness/workflows e conferem que a nota cai
python3 test_tests.py # meta-testes: corrompe o harness, prova que ele detecta a corrupção
``` ```
Os meta-testes são a parte legal. Eles quebram o harness e os workflows de propósito e confirmam que o placar *cai*. Se o placar não mudasse, o detetor seria inútil. Esses testes ficam verdes como contrato. As notas finais de cada workflow estão versionadas em [`qa/snapshots/baseline-final.json`](qa/snapshots/baseline-final.json): `wf-frontend` 385.5, `wf-backend` 424.0, `wf-architecture` 413.7, `wf-security-review` 390.0, total 1613.2. A execução acima reproduz esses valores.
## Testes de qualidade e ganhos medidos ## Estado do projeto
Números reais das execuções do harness, guardados em `qa/snapshots/`. A coluna "Antes" é o estado anterior ao refinamento; "Depois" é o resultado após ele. Seis commits entre 2026-08-19 e 2026-10-13; todo workflow declara `version: 1.0.0`. Não há CI na raiz: `skills/hermaguard/.github/workflows/ci.yml` pertence ao hermaguard vendorizado e não roda a partir deste repositório.
### Score de qualidade dos workflows (mesma régua, antes → depois) - O harness lê as cópias instaladas em `~/.hermes/skills/software-development/<nome>/SKILL.md` (`SKILLS_DIR` fixo no código), não os arquivos de `workflows/`. Sem elas, ele informa `SKILL.md não encontrado`.
- O harness sai com código 1 quando falta uma skill referenciada, e aí o `test_quality.py` para com `HARNESS FALHOU`. Mesmo com todas as skills instaladas, o gate G3 exige que cada workflow chegue ao dobro da própria nota final, então o `test_quality.py` não passa contra o snapshot atual.
- O `test_tests.py` altera `wf-frontend/SKILL.md` na raiz do repositório, arquivo que não existe, então esse meta-teste não faz nada; a mutação do anti-slop continua rodando.
- A checagem de "skills referenciadas existem" também aceita nomes de uma lista fixa no código, sem olhar o disco.
- O `wf-security-review` cita `dependency-cve-audit` e `security-threat-model` como skills locais que não foram vendorizadas e chama `~/.hermes/skills/safedeps/check_deps.py`, então pressupõe o layout do Hermes.
- Duas skills diferentes têm o nome `api-security-review`: a da OWASP, vendorizada, e a da apisec-inc, usada pelo workflow de backend. Instalar as duas no mesmo diretório faz uma sobrescrever a outra.
- Em `docs/SKILLS.md`, o trecho para o Claude Code coloca o til entre aspas (`"~/.claude/skills/$nome"`), o que cria um diretório `~` literal; use `$HOME` como no Início rápido acima.
- O `wf-readme` não é coberto pelo harness.
| Workflow | Antes | Depois | Ganho | As regras de contribuição estão em [`CONTRIBUTING.md`](CONTRIBUTING.md): toda afirmação remete a fatos do repositório, toda fase tem um passo de verificação e a documentação evita AI-isms.
|---|---|---|---|
| wf-frontend | 201.0 | 385.5 | +92% |
| wf-backend | 215.0 | 424.0 | +97% |
| wf-architecture | 199.9 | 413.7 | +107% |
| wf-security-review | 332.0 | 390.0 | +17% |
| **Total** | **615.9** | **1223.2** | **+98.6%** |
Isso é quase exatamente o dobro da qualidade dos workflows, medido com a mesma régua.
A própria régua também ficou mais exigente ao longo do projeto (13 → 30+ critérios: verificação por fase, comandos reais, anti-padrões, critérios de aceite, artefatos, fluxo). Por isso os snapshots antigos mostram totais menores: `base-364` (13 critérios) → `baseline-v2` (536.7) → `baseline-v3` (675.0) → `baseline-v4` (884.6) → `baseline-final` (1613.2 com quatro workflows). A comparação justa acima usa a régua final dos dois lados.
### Gates (checagens de regressão): todos verdes
| Gate | O que verifica | Status |
|---|---|---|
| G1 | Score não caiu abaixo do baseline | ✅ |
| G4 | Toda skill referenciada existe | ✅ 4/4 workflows |
| G5 | Toda fase tem ≥3 verbos de verificação | ✅ 4/4 workflows |
| Meta-testes | Corrompe harness/workflows → score cai (prova que o detetor funciona) | ✅ |
### O que o refinamento adicionou
Cada workflow ganhou o mesmo lote de melhorias reais:
- **Passos de verificação** com comandos de verdade (`curl`, `grep`, `python3`, `git`, `npm`, `pytest`) em vez de prosa.
- **Checklists de aceite por fase** (portões `[ ]` marcáveis).
- **Blocos de anti-padrões** por fase (o que não fazer, e por quê).
- **Seções de comandos executáveis** e **exemplos trabalhados por fase**.
- **Checkpoints** que pausam pra aprovação do usuário entre fases.
O workflow de segurança ganhou uma regra dura: *nunca afirmar "sem CVE" sem consultar OSV.dev / GitHub Advisory*. O conhecimento do modelo para no cutoff do treino; as fontes vivas não.
### Contexto sobre a meta do "dobro"
O harness tem um teto físico (soma dos caps dos critérios). A meta numérica de "2× do baseline" precisaria de uma régua com mais resolução pra ser expressável, então inflar o score pra bater seria maquiar a métrica. O que foi publicado é a versão honesta: qualidade real ~dobrou na mesma régua (+98.6%), com meta-testes provando que a régua detecta regressão.
## Estrutura do repositório
```
dev-workflows/
├── README.md # versão em inglês
├── README.pt-BR.md # este arquivo
├── workflows/ # os quatro workflows em SKILL.md
│ ├── wf-frontend.md
│ ├── wf-backend.md
│ ├── wf-architecture.md
│ └── wf-security-review.md
├── docs/
│ └── SKILLS.md # inventário completo de skills + instalação
├── CONTRIBUTING.md # o que melhorar, checks locais, processo de PR
└── qa/ # harness de qualidade, gates, meta-testes
├── wf_quality_harness.py
├── test_quality.py
├── test_tests.py
└── snapshots/
```
## Licença ## Licença
[MIT](LICENSE) © 2026 [Evandro Fonseca Junior](https://github.com/evandrodevbr) [MIT](LICENSE), (c) 2026 Evandro Fonseca Junior. As skills vendorizadas mantêm as próprias licenças ([`skills/NOTICE.md`](skills/NOTICE.md)).
--- ---
<div align="center"> <div align="center">
<sub>Feito por <a href="https://evandro.dev.br">Evandro Fonseca Junior</a> · <a href="https://git.evandro.dev.br/evandro">git.evandro.dev.br</a></sub>
⭐ Se isso te salvar de um "na minha máquina funciona" no merge, dá uma estrela.
</div> </div>
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