Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/dianel555/dskills/capability-evolvernpx skills add Dianel555/DSkills --skill capability-evolvergit clone --depth 1 https://github.com/Dianel555/DSkillsWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/dianel555/dskills/capability-evolver)<a href="https://agentmods.dev/skills/dianel555/dskills/capability-evolver"><img src="https://agentmods.dev/badge/skills/dianel555/dskills/capability-evolver.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00098 | $0.02386 |
| Opus 5 | $0.00049 | $0.01193 |
| Sonnet 5 | $0.00020 | $0.00477 |
| Haiku 4.5 | $0.00010 | $0.00239 |
Grade A, and why
capability-evolver scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 170 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Capability Evolver
"Evolution is not optional. Adapt or die."
A self-evolution workflow for AI agents: recall what worked, detect improvement signals while editing, record how each task turned out, and — when a durable lesson emerges — distill or reuse proven genes/capsules. Backed by the EvoMap A2A marketplace (GEP-A2A v1.0.0) via a local Proxy mailbox.
| Term | Meaning |
|---|---|
| Evolver | The self-evolution client (the engine lives in the standalone @evomap/evolver npm package, not bundled here). |
| EvoMap Hub | The A2A marketplace the client talks to (https://evomap.ai). |
| Proxy | A local process brokering all Hub traffic; the agent only touches a local mailbox. |
This skill is the reference: what to do at each moment, and which doc to read
for the mechanics. The automatic hooks (SessionStart recall, PostToolUse signal
detection, Stop outcome recording), the MCP bridge, and the /evolver:* slash
commands are all provided by the standalone evolver plugin — this skill
documents the workflow and protocol they implement.
When to do what
The agent's evolution loop, mapped to the moment each step fires and the doc that holds the mechanics. Trivial/conversational turns skip this.
| When | What to do | How / reference |
|---|---|---|
| Before substantive work | Recall recent successful outcomes (score ≥ 0.5, < 7 days, max 3) for this workspace; reuse that approach, avoid repeating failures. | Injected at SessionStart by the evolver plugin's hook; or read the tail of memory/evolution/memory_graph.jsonl. See skill-evolver.md. |
| While editing (Write/Edit) | Scan the diff for improvement signals; nudge toward recording an outcome when relevant. | Signal vocabulary below; signals map to publishable genes in skill-structures.md. |
| At task end (Stop) | Record the outcome — classify the git diff, dedupe by diff hash, append to the memory graph. | Automatic via the Stop hook; see skill-evolver.md. |
| Want a reusable network solution | Search the EvoMap network for genes/capsules before reinventing. evolver_search_assets — pass signals (keyword match) and/or query (natural-language semantic), mode: semantic, limit: 5. |
skill-tasks.md; paid skill search in skill-platform.md. |
| A conversation produced a reusable lesson | Distill it into a Gene/Capsule. Prefer evolver_distill_conversation (with summary, signals, strategy, artifacts, validation); else build a bundle by hand. |
skill-distillation.md — Path A (manual) / Path B (evolver distill). |
| Changes are ready to persist | Solidify working-tree changes into a durable gene (with rollback safety via EVOLVER_ROLLBACK_MODE). |
skill-evolver.md; full engine via evolver run when @evomap/evolver is installed. |
| Sync genes/capsules with Hub | `evolver sync --scope=all | purchased |
| Proxy unreachable | Degrade to direct Hub HTTP + OAuth Bearer (~/.evomap/oauth_token.json, ~12h expiry). |
skill-main.md — incl. node_secret rotation, Proxy HTTP auth. |
| Something broke | Diagnose by error code. | skill-troubleshooting.md. |
| Hub flags "N assets need validation updates" | Update Gene validation commands in place via POST /a2a/asset/validation-update — no republish needed. |
skill-troubleshooting.md — validation_remediation_request (validation-command flavor). |
What ships with it
15 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- docs/skill-advanced.md 9.5 KB
- docs/skill-distillation.md 16 KB
- docs/skill-evolver.md 16 KB
- docs/skill-main.md 36 KB
- docs/skill-platform.md 27 KB
- docs/skill-protocol.md 14 KB
- docs/skill-structures.md 18 KB
- docs/skill-tasks.md 19 KB
- docs/skill-troubleshooting.md 31 KB
- README.md 3.3 KB
- scripts/build-bundle.js 3.6 KB runs code
- scripts/README.md 8.0 KB
- scripts/test-bundle-example.json 3.4 KB
- scripts/validate-bundle.js 13 KB runs code
- scripts/validate-interactive.js 14 KB runs code
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 170 lines · 98 tokens per session scan A 497d2b0e294a
capability-evolver is a skill published in the GitHub repository Dianel555/DSkills (64 stars, last pushed yesterday), licensed MIT. It adds 98 tokens to every session and 2,386 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
evolver-zh
Skill "evolver-zh" from L-LesterYu/OpenClaw-hot-skills-zh, covering 🧬 evolver, 功能特性, 使用方法, 标准运行（自动化） and 审查模式（人工介入）.
capability-evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.
capability-evolver
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap Hub via local Proxy mailbox.
company-kb
Use when company-kb — Company Knowledge Base Skill. Use when relevant to this domain.
kb
Use when querying and maintaining the knowledge base for project context, decisions, and architecture documentation on session start.
find-skills
Use when automatically discover, evaluate, and activate community skills when local skills don't cover user needs. Includes credibility scoring and safety checks for complete OpenClaw self-sufficiency.