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feat: improve 5 lowest-scoring product skills#1

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rohan-tessl:improve/skill-review-optimization
Open

feat: improve 5 lowest-scoring product skills#1
rohan-tessl wants to merge 1 commit into
assimovt:mainfrom
rohan-tessl:improve/skill-review-optimization

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@rohan-tessl

@rohan-tessl rohan-tessl commented Apr 13, 2026

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Hey 👋 @VenTheZone

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
specialist-security-reviewer 26% 97% +71%
specialist-refactor-cleaner 31% 97% +66%
specialist-rust-reviewer 31% 86% +55%
specialist-architect 25% 73% +48%
eval-harness 39% 80% +41%

This PR is intentionally scoped to 5 skills to keep the contribution focused and reviewable — more skills can be improved in follow-ups.

Changes made

All 5 skills received these improvements:

  • Expanded frontmatter descriptions with quoted strings and explicit "Use when..." trigger clauses
  • Removed second-person "You are..." phrasing in favor of third-person voice
  • Added structured numbered workflows with validation checkpoints
  • Trimmed content Claude already knows (basic concepts, generic advice) for better conciseness
  • Added executable code examples and concrete bash commands where missing

specialist-security-reviewer (+71%): Restructured into a clear 5-step workflow with automated scan commands, compressed OWASP Top 10 into an actionable checklist, and added BAD/GOOD code patterns for critical vulnerabilities.

specialist-refactor-cleaner (+66%): Added SAFE/CAREFUL/RISKY categorization scheme, structured detection-to-removal workflow with test-after-each-batch checkpoints, and streamlined deletion log format.

specialist-rust-reviewer (+55%): Added diagnostic commands upfront, structured review into a 7-step workflow including clippy and unsafe audit steps, and trimmed textbook ownership examples.

specialist-architect (+48%): Condensed architectural principles and common patterns into scannable lists, added a concrete ADR template, and structured the review into a clear 5-step workflow.

eval-harness (+41%): Restructured eval types and grader types with cleaner formatting, added pass@k metrics table, and streamlined the workflow with explicit iteration criteria.

Want your remaining skills optimised too? 🚀

This PR covers 5 of your 88 skills to keep the contribution focused and reviewable. We have tooling that can go further:

  • Optimize remaining 83 skills automatically (same AI-powered pass as above)
  • Add a GitHub Actiontesslio/skill-review-and-optimize — that automatically reviews (and optionally optimizes) any SKILL.md changed in future PRs. Review mode works with zero secrets; maintainers can add TESSL_API_TOKEN for AI suggestions and the /apply-optimize comment flow.

Interested? Just tick the box below and we'll raise a follow-up PR:

  • Yes please! Raise a follow-up PR: optimize the remaining 83 skills + add the Tessl skill-review-and-optimize GitHub Action
  • No thanks — happy with the 5 skills in this PR

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 @assimovt 👋

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 |
|-------|--------|-------|--------|
| jtbd-analysis | 76% | 90% | +14% |
| strategy-doc | 76% | 97% | +21% |
| bet-sizing | 80% | 97% | +17% |
| metrics-framework | 80% | 97% | +17% |
| opportunity-mapping | 81% | 97% | +16% |

This PR is intentionally scoped to the 5 lowest-scoring skills to keep it reviewable. The remaining 11 skills can be improved in follow-ups or via automated review on future PRs.

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

All changes follow your CONTRIBUTING.md conventions (50-150 line limit, `name`+`description` only frontmatter, ALWAYS/NEVER/CRITICAL rules, examples over explanations, no role-setting).

**jtbd-analysis (+14%)**
- Added explicit 6-step workflow with validation checkpoint (verify job statements have all three elements before proceeding)
- Added complete worked example with forces table and verdict
- Trimmed opening JTBD explanation — jumped straight to actionable content
- Improved description specificity (map switching triggers, identify push/pull/anxiety/habit forces)

**strategy-doc (+21%)**
- Added 7-step workflow combining Strategy Kernel and Playing to Win with validation checkpoints
- Improved description with concrete actions (diagnoses challenges, defines guiding policies, creates action plans)
- Trimmed redundant "strategy is not X" explanations
- Tightened prose throughout

**bet-sizing (+17%)**
- Added 4-step workflow with decision branching (Type 2 → lightweight, Type 1 → full pitch + EV)
- Added complete worked example pitch assessment showing all sections filled out
- Removed explanatory phrases Claude already knows
- Condensed appetite ranges into single line

**metrics-framework (+17%)**
- Added 5-step workflow with validation checkpoint (sustainability test for North Star)
- Added concrete output template (metric name, formula, data source, counter-metric, baseline, target)
- Trimmed redundant guideline items

**opportunity-mapping (+16%)**
- Added 6-step workflow with validation checkpoint (verify opportunities framed as customer needs)
- Added complete example OST with table showing opportunities, solutions, and experiments
- Improved description specificity (create tree structures, generate solution hypotheses, define assumption tests)
- Consolidated level descriptions to reduce redundancy

</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.
@rohan-tessl rohan-tessl marked this pull request as ready for review April 13, 2026 10:38
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