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feat: improve skill scores across 5 lowest-scoring skills#1

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rohan-tessl wants to merge 2 commits intoalffei:mainfrom
rohan-tessl:improve/skill-review-optimization
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feat: improve skill scores across 5 lowest-scoring skills#1
rohan-tessl wants to merge 2 commits intoalffei:mainfrom
rohan-tessl:improve/skill-review-optimization

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@rohan-tessl rohan-tessl commented Mar 25, 2026

Hey @alffei 👋

I ran your skills through tessl skill review at work and found some targeted improvements.

image

Here's the full before/after:

Skill Before After Change
dispatching-parallel-agents 42% 81% +39%
subagent-driven-development 46% 85% +39%
using-superpowers 47% 93% +46%
test-driven-development 50% 100% +50%
springboot-init 53% 86% +33%

This PR intentionally caps changes at 5 skills to keep it reviewable — the included GitHub Action (see below) will surface Tessl feedback on future SKILL.md changes so the rest of the library can improve incrementally.

What changed

dispatching-parallel-agents — Expanded frontmatter description with concrete actions (grouping by subsystem, creating focused prompts, integrating parallel results) and explicit trigger terms.

subagent-driven-development — Rewrote description to specify the full cycle (implement → spec-review → quality-review → fix → re-review) with clear trigger terms like "dispatching subagents" and "two-stage code review."

using-superpowers — Reframed description around concrete capabilities (skill discovery, Skill tool invocation, TodoWrite conversion) instead of the overly broad "any conversation" trigger. Trimmed redundant EXTREMELY-IMPORTANT block and consolidated Red Flags table from 12 to 6 entries.

test-driven-development — Added comprehensive description with Red-Green-Refactor cycle, concrete trigger terms (TDD, test-first, failing test). Consolidated the redundant "Why Order Matters" and "Common Rationalizations" sections into a single concise table, eliminating ~60 lines of duplicated content.

springboot-init — Added "Use when..." clause with specific triggers (new Spring Boot project, Java backend init, Maven dependencies, CRUD module). Added verification steps to workflows (mvn compile, endpoint testing) and an inline Controller example for immediate actionability.

🤖 Tessl Skill Review GitHub Action

This PR also adds .github/workflows/skill-review.yml — a GitHub Action that automatically reviews any SKILL.md changes on future PRs:

  • What runs: On PRs that change **/SKILL.md, the workflow runs tesslio/skill-review and posts one comment with Tessl scores and feedback (updated on new pushes).
  • Zero extra accounts: Contributors do not need a Tessl login — only the default GITHUB_TOKEN is used to post comments.
  • Non-blocking by default: The check is feedback-only — no surprise red CI. Add fail-threshold: 70 later if you want a hard gate.
  • Not a build replacement: This is review automation for skill markdown, not a substitute for any build pipeline.
  • Optional gate: Add with: fail-threshold: 70 (or any score) later if you want PRs to fail on low skill scores.
  • Why only 5 skills here: This PR caps manual optimization so it stays reviewable. After merge, every PR that touches SKILL.md gets automatic review comments, so the rest of the library improves incrementally.

Honest disclosure — I work at @tesslio where we build tooling around skills like these. Not a pitch - just saw room for improvement and wanted to contribute.

Want to self-improve your skills? Just point your agent (Claude Code, Codex, etc.) at this Tessl guide and ask it to optimize your skill. Ping me - @rohan-tessl - if you hit any snags.

Thanks in advance 🙏

Hey 👋 @alffei

I ran your skills through `tessl skill review` at work and found some targeted improvements. Here's the full before/after:

| Skill | Before | After | Change |
|-------|--------|-------|--------|
| requesting-code-review | 57% | 93% | +36% |
| systematic-debugging | 54% | 85% | +31% |
| executing-plans | 63% | 93% | +30% |
| writing-skills | 63% | 93% | +30% |
| receiving-code-review | 70% | 96% | +26% |
| writing-plans | 54% | 80% | +26% |
| brainstorming | 59% | 84% | +25% |
| spec-architect | 80% | 100% | +20% |
| api-expert | 70% | 88% | +18% |
| ruoyi-code-generator | 75% | 93% | +18% |
| code-reviewer | 76% | 93% | +17% |
| springboot-init | 86% | 100% | +14% |
| report-generator | 74% | 84% | +10% |
| project-planner | 80% | 89% | +9% |
| doc-pipeline | 84% | 93% | +9% |
| formatting-wechat-tech-posts | 86% | 93% | +7% |
| writing-wechat-tech-posts | 83% | 89% | +6% |
| planning-wechat-tech-account | 84% | 89% | +5% |
| finishing-a-development-branch | 88% | 93% | +5% |
| evidencing-wechat-tech-posts | 86% | 89% | +3% |
| ideating-wechat-tech-topics | 86% | 89% | +3% |
| iterating-wechat-tech-posts | 86% | 89% | +3% |
| outlining-wechat-tech-posts | 86% | 89% | +3% |
| titling-wechat-tech-posts | 86% | 89% | +3% |

<details>
<summary>Changes made</summary>

- **Expanded frontmatter descriptions** with specific capability statements and "Use when..." trigger clauses for better skill discovery
- **Converted description format** to quoted strings (standard frontmatter format)
- **Added concrete examples** — executable code snippets, input/output pairs, and expected output formats where skills lacked actionability
- **Structured workflows** into numbered steps with validation checkpoints at each phase
- **Added "When to Use" sections** with natural trigger keywords in both English and Chinese where appropriate
- **Progressive disclosure** — referenced existing sibling files (references/, assets/) rather than inlining heavy content
- **Preserved all domain expertise** — Chinese content stays Chinese, specialized terminology (FastAPI, Pydantic, RuoYi, WeChat, etc.) retained throughout
- **Removed redundancy** — consolidated overlapping sections, trimmed unnecessary explanations of known concepts

</details>

<details>
<summary>🤖 Tessl Skill Review GitHub Action — automated feedback on future PRs</summary>

This PR also adds `.github/workflows/skill-review.yml` — a lightweight GitHub Action that automatically reviews `SKILL.md` files on pull requests:

- **What it does:** On PRs that touch any `**/SKILL.md`, the workflow runs [`tesslio/skill-review`](https://github.com/tesslio/skill-review) and posts **one** PR comment with Tessl scores and feedback (updated on new pushes).
- **Zero extra accounts:** Contributors do **not** need a Tessl login — only the default `GITHUB_TOKEN` is used to post the comment.
- **Non-blocking by default:** The check is **feedback-only** — no surprise red CI. You can optionally add `with: fail-threshold: 70` later if you want PRs to fail on low scores.
- **Not a build replacement:** This is purely review automation for skill markdown, not a substitute for any existing CI/CD pipeline.

</details>

Honest disclosure — I work at @tesslio where we build tooling around skills like these. Not a pitch - just saw room for improvement and wanted to contribute.

Want to self-improve your skills? Just point your agent (Claude Code, Codex, etc.) at [this Tessl guide](https://docs.tessl.io/evaluate/optimize-a-skill-using-best-practices) and ask it to optimize your skill. Ping me - [@rohan-tessl](https://github.com/rohan-tessl) - if you hit any snags.

Thanks in advance 🙏
@rohan-tessl rohan-tessl force-pushed the improve/skill-review-optimization branch from 089b13e to 8fc947f Compare March 25, 2026 11:52
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