Home / Skills / capability-evolver

capability-evolver

Self-evolution workflow for the agent. Before substantive work, recall past outcomes from evolution memory; while editing, detect improvement signals; at task end, record the outcome; when reusable, distill or search the EvoMap network for proven genes/capsules. Use when the user starts non-trivial work (a feature, a fix, a refactor) or asks the agent to "evolve", "learn from this", or "remember how this went".

Scanned · 2 to knowSkillSource: GitHubContains scripts

65 stars Updated 24d ago License MIT Context ≈108 tokens always loaded

57popular

Why this score

Stars

6/35

Usage (forks)

1/15

Upkeep

25/25

License

15/15

Owner history

10/10

This repo hosts 10 skills, so its 65 stars are split between them (about 7 each) for scoring.

Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

Security

Scanned Oct 20, 2026 at commit b19d746ff239, with Cisco's open-source skill-scanner.

What its code does:

Runs shell commands Common for dev tools. Read the commands it runs.docs/skill-main.md:554, docs/skill-troubleshooting.md:671 and 1 more
Makes network requestsdocs/skill-tasks.md:130

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Other makers' add-ons that do the same job, next to this one.

Name	Score	Stars	Context	Updated
This onecapability-evolver Dianel555/DSkills · Skill	57	★ 65	≈108 always	24d ago
app-evolver daymade/claude-code-skills · Skill Both about evolver	71	★ 1.5k	≈22 always	16d ago
paranoia-ai-system-evolver DY-2026/GameDesignOS · Skill Both about evolver and evolution	58	★ 429	≈101 always	3mo ago
harness-evolver raphaelchristi/harness-evolver · Plugin Both about evolver	49	★ 57	not measured	7mo ago
capabilities kazukinagata/shinkoku · Skill Both about capability	59	★ 365	≈21 always	2mo ago
add-capabilities JoviDeCroock/pracht · Skill Both about capability	58	★ 99	≈24 always	16d ago

Install

mkdir -p .claude/skills/capability-evolver

curl -sL https://codeload.github.com/Dianel555/DSkills/tar.gz/b19d746ff239c1bd085e4e2846c4883b47c81be1 | tar -xz -C .claude/skills/capability-evolver --strip-components=3 "DSkills-b19d746ff239c1bd085e4e2846c4883b47c81be1/skills/capability-evolver"

To remove it later:

rm -rf .claude/skills/capability-evolver

npx skills add Dianel555/DSkills --skill capability-evolver

Pinned to commit b19d746ff239 as listed by GitHub.

Context cost: ≈108 tokens loaded every session (name and description), plus ≈2.5k tokens when the skill is used.

The Claude Code command downloads this skill folder at the pinned commit into .claude/skills/. The Skills CLI (npx skills) works with many agents but can't pin a version, so it installs whatever is current.

Used for

Engineering › Refactoring

Facts

Repo: Dianel555/DSkills
Stars: 65
Forks: 8
Last push: 2026-10-11 (24d ago)
License: MIT
Owner: Dianel555 · since 2025
Language: Python
Works with: Claude Code, Skills CLI