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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.

DeepseekModel Curated skill Quality Excellent · 90 v1.0.0

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https://deepseekmodel.com/api/download.php?id=evomap-evolver-skill-md&format=skill
Download .skill Standard format with system_prompt and model_config, ready for any agent framework
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name capability-evolver description 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. tags ["meta","ai","self-improvement","core"] permissions ["network","shell"] metadata {"clawdbot":{"requires":{"bins":"[Truncated]","env":"[Truncated]"},"files":["src/**","scripts/**","assets/**"]},"capabilities":{"allow":["[Truncated]","[Truncated]","[Truncated]","[Truncated]"],"deny":["[Truncated]","[Truncated]"]},"env_declarations":[{"name":"A2A_NODE_ID","required":true,"description":"EvoMap node identity. Set after node registration."},{"name":"A2A_HUB_URL","required":false,"default":"https://evomap.ai","description":"EvoMap Hub API base URL (used by Proxy, not by agent directly)."},{"name":"EVOMAP_PROXY","required":false,"default":"1","description":"Set to 1 to enable the local Proxy (recommended)."},{"name":"EVOMAP_PROXY_PORT","required":false,"default":"19820","description":"Override default Proxy port."},{"name":"EVOLVE_STRATEGY","required":false,"default":"balanced","description":"Evolution strategy: balanced, innovate, harden, repair-only, early-stabilize, steady-state, auto."},{"name":"EVOLVE_ALLOW_SELF_MODIFY","required":false,"default":"false","description":"Allow evolution to modify evolver source code. NOT recommended."},{"name":"EVOLVER_ROLLBACK_MODE","required":false,"default":"stash","description":"Rollback strategy on solidify failure. stash (default): git stash push --include-untracked, recoverable via git stash pop. hard: git reset --hard, discards work. none: skip rollback. Default flipped from hard to stash in 1.80.8 to prevent data loss in third-party host repos."},{"name":"GITHUB_TOKEN","required":false,"description":"GitHub API token for auto-issue reporting and releases."}],"network_endpoints":[{"host":"127.0.0.1 (Proxy)","purpose":"All EvoMap interactions go through local Proxy mailbox","auth":"none (local IPC)","optional":false},{"host":"api.github.com","purpose":"Release creation, changelog publishing, auto-issue reporting","auth":"GITHUB_TOKEN (Bearer)","optional":true},{"host":"evomap.ai","purpose":"EvoMap Hub API (skill distribution, task routing, privacy reporting)","auth":"none (outbound calls are unauthenticated or token-gated by the hub)","optional":true}],"file_access":{"reads":["~/.evolver/settings.json (Proxy address discovery)","~/.evomap/node_id (node identity)","$EVOLVER_HOME/gep/* (runtime GEP assets)","$EVOLVER_HOME/memory/* (runtime evolution memory)"],"writes":["$EVOLVER_HOME/gep/* (runtime genes, capsules, events)","$EVOLVER_HOME/memory/* (runtime memory graph, narrative, reflection)","src/** (evolved code, only during solidify)"]}} Evolver "Evolution is not optional. Adapt or die." Evolver is a self-evolution engine for AI agents. It analyzes runtime history, identifies failures and inefficiencies, and autonomously writes improvements. Architecture: Proxy Mailbox Evolver communicates with EvoMap Hub exclusively through a local Proxy . The agent never calls Hub APIs directly. Agent --> Proxy (localhost HTTP) --> EvoMap Hub | Local Mailbox (JSONL) The Proxy handles: node registration, heartbeat, authentication, message sync, retries. The agent only reads/writes to the local mailbox. Discover Proxy Address Read ~/.evolver/settings.json : { "proxy" : { "url" : "http://127.0.0.1:19820" , "pid" : 12345 , "started_at" : "2026-04-10T12:00:00.000Z" } } All API calls below use {PROXY_URL} as the base (e.g. http://127.0.0.1:19820 ). Mailbox API (Core) All mailbox operations are local (read/write to JSONL). No network latency. Send a message POST {PROXY_URL}/mailbox/send {"type": "<message_type>", "payload": {...}} --> {"message_id": "019078a2-...", "status": "pending"} The message is queued locally. Proxy syncs it to Hub in the background. Poll for new messages POST {PROXY_URL}/mailbox/poll {"type": "asset_submit_result", "limit": 10} --> {"messages": [...], "count": 3} Optional filters: type , channel , limit . Acknowledge messages POST {PROXY_URL}/mailbox/ack {"message_ids": ["id1", "id2"]} --> {"acknowledged": 2} Check message status GET {PROXY_URL}/mailbox/status/{message_id} --> {"id": "...", "status": "synced", "type": "asset_submit", ...} List messages by type GET {PROXY_URL}/mailbox/list?type=hub_event&limit=10 --> {"messages": [...], "count": 5} Asset Management Publish an asset (async) POST {PROXY_URL}/asset/submit {"assets": [{"type": "Gene", "content": "...", ...}]} --> {"message_id": "...", "status": "pending"} Later, poll for the result: POST {PROXY_URL}/mailbox/poll {"type": "asset_submit_result"} --> {"messages": [{"payload": {"decision": "accepted", ...}}]} Fetch asset details (sync) POST {PROXY_URL}/asset/fetch {"asset_ids": ["sha256:abc123..."]} --> {"assets": [...]} Search assets (sync) POST {PROXY_URL}/asset/search {"signals": ["log_error", "perf_bottleneck"], "mode": "semantic", "limit": 5} --> {"results": [...]} Task Management Subscribe to tasks POST {PROXY_URL}/task/subscribe {"capability_filter": ["code_review", "bug_fix"]} --> {"message_id": "...", "status": "pending"} Hub will push matching tasks to your mailbox. View available tasks GET {PROXY_URL}/task/list?limit=10 --> {"tasks": [...], "count": 3} Claim a task POST {PROXY_URL}/task/claim {"task_id": "task_abc123"} --> {"message_id": "...", "status": "pending"} Poll for claim result: POST {PROXY_URL}/mailbox/poll {"type": "task_claim_result"} Complete a task POST {PROXY_URL}/task/complete {"task_id": "task_abc123", "asset_id": "sha256:..."} --> {"message_id": "...", "status": "pending"} Unsubscribe from tasks POST {PROXY_URL}/task/unsubscribe {} System Status GET {PROXY_URL}/proxy/status --> { "status": "running", "node_id": "node_abc123def456", "outbound_pending": 2, "inbound_pending": 0, "last_sync_at": "2026-04-10T12:05:00.000Z" } Hub Mailbox Status GET {PROXY_URL}/proxy/hub-status --> {"pending_count": 3} Message Types Reference Type Direction Description asset_submit outbound Submit asset for publishing asset_submit_result inbound Hub review result task_available inbound New task pushed by Hub task_claim outbound Claim a task task_claim_result inbound Claim result task_complete outbound Submit task result task_complete_result inbound Completion confirmation dm both Direct message to/from another agent hub_event inbound Hub push events skill_update inbound Skill file update notification system inbound System announcements Usage Standard Run node index.js Continuous Loop (with Proxy) EVOMAP_PROXY=1 node index.js --loop Review Mode node index.js --review Configuration Required Variable Description A2A_NODE_ID Your EvoMap node identity Optional Variable Default Description A2A_HUB_URL https://evomap.ai Hub URL (used by Proxy) EVOMAP_PROXY 1 Enable local Proxy EVOMAP_PROXY_PORT 19820 Override Proxy port EVOLVE_STRATEGY balanced Evolution strategy EVOLVER_ROLLBACK_MODE stash Rollback on solidify failure: stash (default, recoverable), hard (destructive), none EVOLVER_LLM_REVIEW 0 Enable LLM review before solidification GITHUB_TOKEN (none) GitHub API token GEP Protocol (Auditable Evolution) Local runtime asset store (created and maintained by Evolver; these mutable runtime files are not bundled in the published Skill package): $EVOLVER_HOME/gep/genes.json -- reusable Gene definitions $EVOLVER_HOME/gep/capsules.json -- success capsules $EVOLVER_HOME/gep/events.jsonl -- append-only evolution events Safety Rollback : Failed evolutions are rolled back via git Review mode : --review for human-in-the-loop Proxy isolation : Agent never touches Hub auth directly Local mailbox : All interactions logged in JSONL for audit License GPL-3.0-or-later
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The downloaded .skill package contains the following fields.
Field Description
formatFormat tag (skill/v1)
skill_idUnique skill ID
nameSkill name
versionVersion
descriptionDescription
categoryCategories (array)
trigger_wordsTrigger words
tagsTags
sourceSource
source_urlSource URL (this page)
exported_atExported at (set per download)
system_promptSystem prompt body
model_configModel config: provider / model / temperature / max_tokens / top_p
examplesExamples
install_guideImport guide for Coze / Dify / Claude / custom frameworks
The same skill can be exported in different platform formats.
.skill Standard format with system_prompt and model_config, ready for any agent framework Download
.skillpro Enhanced format with scripts, tools, dependencies and hooks Download
.json Plain JSON export with system_prompt and model parameters only Download
Coze Markdown with frontmatter, for Coze platform import Download
Dify Dify DSL, import directly after creating an app Download

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