Monitor CI
nrwl/nx
Monitor Nx Cloud CI pipeline and handle self-healing fixes. An agent skill from nrwl/nx.
Ring 3 evolution engine. An agent skill from hashgraph-online/awesome-codex-plugins.
Install Evolve
$ npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins evolve --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/epicsagas/epic-harness/skills/evolve .claude/skills/evolve && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "evolve" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/epicsagas/epic-harness/skills/evolve into .claude/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/epicsagas/epic-harness/skills/evolveType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins evolve --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/epicsagas/epic-harness/skills/evolve .agents/skills/evolve && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "evolve" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/epicsagas/epic-harness/skills/evolve into .agents/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins evolve --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/epicsagas/epic-harness/skills/evolve .cursor/skills/evolve && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "evolve" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/epicsagas/epic-harness/skills/evolve into .cursor/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/hashgraph-online/awesome-codex-plugins.git --path plugins/epicsagas/epic-harness/skills/evolve--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins evolve --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/epicsagas/epic-harness/skills/evolve .gemini/skills/evolve && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "evolve" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/epicsagas/epic-harness/skills/evolve into .gemini/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install hashgraph-online/awesome-codex-plugins evolveInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/epicsagas/epic-harness/skills/evolve .github/skills/evolve && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "evolve" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/epicsagas/epic-harness/skills/evolve into .github/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hashgraph-online/awesome-codex-plugins evolve --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hashgraph-online/awesome-codex-plugins.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/epicsagas/epic-harness/skills/evolve .opencode/skills/evolve && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "evolve" agent skill from https://github.com/hashgraph-online/awesome-codex-plugins/tree/main/plugins/epicsagas/epic-harness/skills/evolve into .opencode/skills/evolve/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "evolve", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
evolve- GitHub stars
- 1.2k
- Token cost
- ~1.3k tokens
- SKILL.md length
- 328 words
- Files
- 1
- Skills in repo
- 686
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Ring 3 evolution engine. An agent skill from hashgraph-online/awesome-codex-plugins.
- Works in 6 steps: Read observation logs from… → Analyze failure patterns across all… → Identify weak areas (error types,… → …
- Post-session review and skill improvement
- SKILL.md covers Sub-commands, How Evolution Works, Skill Synthesis (host-agent) and Scoring System, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Evolve is an agent skill from hashgraph-online/awesome-codex-plugins. Ring 3 evolution engine. Analyzes session observations, generates and improves evolved skills, shows metrics dashboard. Subcommands: status, history, rollback, reset. Use for post-session review and skill improvement.
Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud. The repository describes itself as: A curated list of awesome OpenAI Codex / ChatGPT plugins, skills, and resources. The 1 Codex Marketplace. See live plugins at: https://hol.org/plugins/best-codex-plugins. The licence is Apache-2.0.
When your agent uses it
- Post-session review and skill improvement
Example prompts
- “/evolve”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Read observation logs from $HARNESS_DIR/obs/
- Analyze failure patterns across all sessions
- Identify weak areas (error types, recurring failures)
- Generate or improve evolved skills in $HARNESS_DIR/evolved/
- Gate: validate new skills (format, dedup, cap of 10)
- Report what changed
What it can do on your machine
Read from SKILL.md and the folder at commit 78497e5. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Evolve loads about 1.3k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 328 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from hashgraph-online/awesome-codex-plugins at commit 78497e5, republished under its Apache-2.0 licence (© hashgraph-online). 328 words, ~1,299 tokens.
Download SKILL.mdSave it as
.claude/skills/evolve/SKILL.md (or your agent's skills folder).- name
- evolve
- description
- Ring 3 evolution engine. Analyzes session observations, generates and improves evolved skills, shows metrics dashboard. Subcommands: status, history, rollback, reset. Use for post-session review and skill improvement.
/evolve — Manual Evolution Trigger
CRITICAL: Run HARNESS_DIR=$(epic path) first. NEVER use .harness/ in the project directory.
You are the Evolution Engine — analyze past sessions to improve skills.
Sub-commands
/evolve (default) — Run evolution now
- Read observation logs from
$HARNESS_DIR/obs/ - Analyze failure patterns across all sessions
- Identify weak areas (error types, recurring failures)
- Generate or improve evolved skills in
$HARNESS_DIR/evolved/ - Gate: validate new skills (format, dedup, cap of 10)
- Report what changed
/evolve status — Show evolution dashboard
Read $HARNESS_DIR/metrics.json and $HARNESS_DIR/evolution.jsonl, then display:
## Evolution Dashboard
### Overview
- Sessions analyzed: {total_sessions}
- Average success rate: {avg_success_rate}%
- Best score: {best_score} (session: {best_session})
- Trend: {trend} ({score_history.length} data points)
- Stagnation count: {stagnation_count} / 3 (rollback at 3)
### Score History (last 5 sessions)
| Session | Success Rate | Avg Score | Observations | Tool Success | Output Quality |
|---------|-------------|-----------|--------------|-------------|---------------|
### Evolved Skills
(list $HARNESS_DIR/evolved/*/SKILL.md with name and description from frontmatter)
### Last Session Analysis
(read last entry from evolution.jsonl)
- Error patterns: {error_patterns}
- Failure patterns: {failure_patterns[].pattern_type}
- Skills seeded: {skills_seeded}
- Skills rolled back: {skills_rolled_back}
- Analysis: {analysis_summary}/evolve history — Long-term analysis
Read $HARNESS_DIR/evolution.jsonl (full history), then display:
## Evolution History
### Trend Over Time
| Session # | Date | Success Rate | Avg Score | Skills | Patterns |
|-----------|------|-------------|-----------|--------|----------|
### Cumulative Pattern Frequency
| Pattern | Total Count | First Seen | Last Seen |
|---------|-------------|------------|-----------|
### Skill Effectiveness
| Skill | Sessions Active | Avg Score With | Avg Score Without | Delta |
|-------|----------------|----------------|-------------------|-------|
### Dispatch Analysis
| Skill | Times Invoked | Top Trigger Signals |
|-------|--------------|---------------------|/evolve rollback — Undo last evolution
- If
$HARNESS_DIR/evolved_backup/exists, restore it to$HARNESS_DIR/evolved/ - Otherwise, read
$HARNESS_DIR/evolution.jsonlfor last entry, remove skills seeded in that entry - Append a rollback record to evolution.jsonl
- Report what was rolled back
/evolve reset — Clear all evolution data
- Remove
$HARNESS_DIR/evolved/,$HARNESS_DIR/evolved_backup/ - Clear
metrics.jsonandevolution.jsonl - Confirm with user first
How Evolution Works
Observe (PostToolUse — multi-dimensional scoring)
↓ $HARNESS_DIR/obs/session_YYYYMMDD.jsonl
Analyze (Stop or /evolve)
↓ SessionAnalysis: per-tool, per-ext, score distribution
↓ Pattern detection: repeated_same_error, fix_then_break, long_debug_loop, thrashing
Seed (auto-generate targeted skills)
↓ 4 seeding paths: pattern / weak tool / weak file type / high-freq error
Gate (validate: format, dedup, cap of 10)
↓ Stagnation check: 3 sessions no improvement → rollback to best checkpoint
Reload (next session resume reports metrics + loads evolved skills)Skill Synthesis (host-agent)
When epic-harness reflect seeds a skill, it emits a pending-synthesis manifest
to $HARNESS_DIR/projects/{slug}/pending_synth.jsonl (failure evidence + template body). To
synthesize a better body:
- Read
$HARNESS_DIR/projects/{slug}/pending_synth.jsonl; for each record withstatus: "pending": - Launch a subagent (use your host's subagent mechanism — do not name a specific
tool or model) with the manifest's
prompt_guidance+evidence, instructing it to write a markdown skill body with the required sections (## Process,## Anti-Rationalization,## Evidence Required,## Red Flags). - Apply the result:
bash epic-harness evolve accept-synth --skill <name> --file <body.md> - The CLI validates the body, runs the Critic gate, overwrites the template skill, and marks the manifest consumed.
If no host runs accept-synth, the template body persists — synthesis can only
improve a skill, never block it.
Scoring System
- Composite:
0.5 × tool_success + 0.3 × output_quality + 0.2 × execution_cost - Failure classification: 9 categories (type_error, syntax_error, test_fail, lint_fail, build_fail, permission_denied, timeout, not_found, runtime_error)
- Pattern detection: 4 types (repeated_same_error, fix_then_break, long_debug_loop, thrashing)
Red Flags
- Evolving after only 1-2 observations (not enough data)
- Keeping evolved skills that never trigger
- Not reviewing evolved skills periodically
- Ignoring stagnation warnings
© hashgraph-online, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/epicsagas/epic-harness/skills/evolve of hashgraph-online/awesome-codex-plugins.
Open the folder on GitHubat commit 78497e5
Compare with similar skills
Evolve next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Evolve this skillhashgraph-online/awesome-codex-plugins | 1.2k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | |
| Monitor CInrwl/nx | 29k | 6 repos | ~4.7k | Automated safety check: Pass | MIT | |
| Terraform and OpenTofu Guideagentscope-ai/QwenPaw | 35k | 6 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | |
| Vercel Optimize Auditvercel-labs/agent-skills | 32k | 9 repos | ~4.3k | Automated safety check: Pass | None | |
| Openclaw Live Updateropenclaw/openclaw | 392k | — | ~3.7k | Automated safety check: Pass | MIT | |
| Analyze GitHub Action Logswithastro/astro | 63k | 1 repos | ~1.3k | Automated safety check: Pass | Custom licence |
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- Official
Vercel Optimize Audit
vercel-labs/agent-skills
Runs a metrics-first audit of a deployed Vercel project, gating investigations on real signals to produce ranked, citation-backed cost and performance recommendations.
Openclaw Live Updater
openclaw/openclaw
Maintain the canonical live OpenClaw main checkout, macOS LaunchAgent-managed Gateway, local macOS app, exact-head main CI, and recurring full release validation.
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Analyze recent GitHub Actions workflow runs to identify patterns, mistakes, and improvements.
KubeSphere Multi-Tenant Management
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Creates and queries KubeSphere users, workspaces and projects and assigns built-in roles, defaulting to least privilege and never deleting anything.
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Questions about Evolve
What does Evolve do?
Ring 3 evolution engine. An agent skill from hashgraph-online/awesome-codex-plugins. Evolve is an agent skill from hashgraph-online/awesome-codex-plugins. Ring 3 evolution engine.
When should I use Evolve?
Evolve fits situations like: post-session review and skill improvement.
How do I install Evolve in Claude Code?
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a claude-code`. Or copy the skill folder (plugins/epicsagas/epic-harness/skills/evolve in hashgraph-online/awesome-codex-plugins) into .claude/skills/evolve in your project. Claude Code loads it when a task matches its description.
How do I install Evolve in Codex?
Run `npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a codex`. Or copy the skill folder (plugins/epicsagas/epic-harness/skills/evolve in hashgraph-online/awesome-codex-plugins) into .agents/skills/evolve in your project. Codex loads it when a task matches its description.
Can I use Evolve in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add hashgraph-online/awesome-codex-plugins --skill evolve -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/evolve, .gemini/skills/evolve, .github/skills/evolve and .opencode/skills/evolve in your project.
What does Evolve need to run?
SKILL.md names no scripts, command-line tools or credentials: Evolve is instructions for the agent only.
Does Evolve access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Evolve safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Evolve use?
Evolve is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Evolve use?
About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Evolve?
Skills that share tags, products or a category with Evolve: Monitor CI (nrwl/nx, 29k stars), Terraform and OpenTofu Guide (agentscope-ai/QwenPaw, 35k stars), Vercel Optimize Audit (vercel-labs/agent-skills, 32k stars) and Openclaw Live Updater (openclaw/openclaw, 392k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Evolve?
hashgraph-online (a GitHub organization) maintains it in hashgraph-online/awesome-codex-plugins, which has 1,242 GitHub stars. The repository holds 686 skills in this directory. The repository was last updated on October 8, 2026.
Source: hashgraph-online/awesome-codex-plugins on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.