30 instruction files for AI agents, collected from skillberry-ai/cap-evolve. Install any of them at an exact version with mdr add skillberry-ai/cap-evolve/<name>.
CLAUDE.md CLAUDE.md file
skillberry-ai/cap-evolve · CLAUDE.md
git:20261005.6af27e2 · audit A · 66 stars
my_skill SKILL.md skill
skillberry-ai/cap-evolve · examples/tau2_custom/blackbox/seed_capability/my_skill/SKILL.md
git:20260924.bafd81b · audit C · 66 stars
my_skill SKILL.md skill
skillberry-ai/cap-evolve · examples/tau2_sierra_airline/blackbox/seed_capability/my_skill/SKILL.md
git:20261013.01104a5 · audit C · 66 stars
arithmetic-answers SKILL.md skill
skillberry-ai/cap-evolve · examples/toy_skill/seed_capability/SKILL.md · Answers a short arithmetic question with just the number. Use when the user asks to compute a sum, difference, or…
git:20260822.f0fb098 · audit A · 66 stars
llms.txt llms.txt file
skillberry-ai/cap-evolve · llms.txt
git:20260924.bafd81b · audit A · 66 stars
agent-optimize SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/agent-optimize/SKILL.md · Free-form optimization algorithm for agent orchestration mode: the conversational agent owns the whole search — reading…
git:20261013.db330d5 · audit A · 66 stars
evograph SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/evograph/SKILL.md · Deprecated agent-mode algorithm (evo-graph port): a weakness-graph search that dispatched one solver agent per failure…
git:20260904.802badb · audit A · 66 stars
gepa SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/gepa/SKILL.md · Runs the GEPA optimization loop (arXiv:2507.19457) — sample-efficient reflective Pareto search. A cheap train-minibatch…
git:20260822.02a1a1d · audit A · 66 stars
hill-climb SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/hill-climb/SKILL.md · Runs a global hill-climb optimization loop where the parent is always the current best candidate and the val…
git:20261012.bf14385 · audit A · 66 stars
skillopt SKILL.md skill
skillberry-ai/cap-evolve · skills/algorithms/skillopt/SKILL.md · Runs the SkillOpt single-lineage optimization loop, which organizes a hill-climb into epochs over mini-batches of train…
git:20260822.02a1a1d · audit A · 66 stars
mcp-tool SKILL.md skill
skillberry-ai/cap-evolve · skills/capabilities/mcp-tool/SKILL.md · Optimize the tool surface of an EXTERNAL MCP server — one the agent talks to but does not implement. Use when an agent…
git:20260822.10e53e1 · audit A · 66 stars
skill-package SKILL.md skill
skillberry-ai/cap-evolve · skills/capabilities/skill-package/SKILL.md · Optimize an Agent Skill package itself — its SKILL.md (frontmatter + body), its references, and its bundled scripts…
git:20261008.03e3727 · audit A · 66 stars
system-prompt SKILL.md skill
skillberry-ai/cap-evolve · skills/capabilities/system-prompt/SKILL.md · Optimize an agent's system prompt, developer message, or policy text — the instructions that shape its behavior. Use…
git:20261015.ac1f1f4 · audit A · 66 stars
tools SKILL.md skill
skillberry-ai/cap-evolve · skills/capabilities/tools/SKILL.md · Optimize an agent's OWN tool surface (tools it implements, not an external MCP server). Use when the agent mis-selects…
git:20261015.ac1f1f4 · audit A · 66 stars
blackbox SKILL.md skill
skillberry-ai/cap-evolve · skills/interventions/llm-proxies/blackbox/SKILL.md · The Skillberry proxy intervention — put the optimized capability in the Skillberry Store and let the Skillberry…
git:20261011.b9ca4e4 · audit A · 66 stars
wiki SKILL.md skill
skillberry-ai/cap-evolve · skills/memory/wiki/SKILL.md · Cross-iteration memory as a weakness graph (weakness nodes + solution cards), extracted from the deprecated `evograph`…
git:20260904.802badb · audit A · 66 stars
run-optimizer SKILL.md skill
skillberry-ai/cap-evolve · skills/optimizers/run-optimizer/SKILL.md · Drives any shell-invokable coding agent (Claude Code, Codex, Gemini CLI, opencode, Cursor, Factory Droid, GitHub…
git:20260822.5dbe47f · audit A · 66 stars
orchestrate SKILL.md skill
skillberry-ai/cap-evolve · skills/orchestrate/orchestrate/SKILL.md · Drive the entire cap-evolve pipeline end to end, autonomously. Use when the user wants the whole optimization run with…
git:20260822.57eed81 · audit A · 66 stars
using-cap-evolve SKILL.md skill
skillberry-ai/cap-evolve · skills/orchestrate/using-cap-evolve/SKILL.md · Front door for cap-evolve: routes an optimization request to the right pipeline phase. Use when someone wants an agent…
git:20260923.249261a · audit A · 66 stars
baseline SKILL.md skill
skillberry-ai/cap-evolve · skills/phases/baseline/SKILL.md · Establish the starting point. Use after implement-and-check and before any algorithm. Creates the run directory…
git:20260928.31fe1ff · audit A · 66 stars
diagnose SKILL.md skill
skillberry-ai/cap-evolve · skills/phases/diagnose/SKILL.md · Extract the learning signal from execution traces — the textual analogue of a gradient. Use between evaluation and…
git:20261010.2b56481 · audit A · 66 stars
evaluate SKILL.md skill
skillberry-ai/cap-evolve · skills/phases/evaluate/SKILL.md · Score a candidate on a split with honest, variance-aware evaluation. Use whenever you need a number for a candidate…
git:20260822.81c1fd8 · audit A · 66 stars
finalize SKILL.md skill
skillberry-ai/cap-evolve · skills/phases/finalize/SKILL.md · Score the best candidate on the held-out TEST split exactly once and seal the run. Use as the last evaluation step…
git:20260822.888a816 · audit A · 66 stars
gate SKILL.md skill
skillberry-ai/cap-evolve · skills/phases/gate/SKILL.md · Apply the acceptance decision that keeps optimization honest — always on the val split, by default requiring the…
git:20260822.64b5e5b · audit A · 66 stars
implement-and-check SKILL.md skill
skillberry-ai/cap-evolve · skills/phases/implement-and-check/SKILL.md · Runs the hard gate that has to pass before any optimization budget is spent. Use right after intake. Walks the agent…
git:20260822.81c1fd8 · audit A · 66 stars
intake SKILL.md skill
skillberry-ai/cap-evolve · skills/phases/intake/SKILL.md · Starts a cap-evolve optimization run. Interviews the user to decide what capability to optimize, which…
git:20261010.2b56481 · audit A · 66 stars
report SKILL.md skill
skillberry-ai/cap-evolve · skills/phases/report/SKILL.md · Summarize a run for a human — baseline val → best val → sealed test, the winning candidate, iterations spent, and…
git:20260822.57eed81 · audit A · 66 stars
swebench-solver SKILL.md skill
skillberry-ai/cap-evolve · templates/adapters/harbor/seed_capability/SKILL.md · Use when fixing a bug in an open-source repository given a GitHub issue description. Analyzes the problem, locates the…
git:20260730.762994d · audit A · 66 stars
spreadsheet-helpers SKILL.md skill
skillberry-ai/cap-evolve · templates/adapters/spreadsheetbench/seed_capability_v2/skills/spreadsheet-helpers/SKILL.md · Deterministic helper scripts for spreadsheet manipulation tasks. No scripts yet; the optimizer adds them under scripts/.
git:20261012.bf14385 · audit A · 66 stars
<skill-name> SKILL.md skill
skillberry-ai/cap-evolve · templates/skill/SKILL.md · <One paragraph. WHAT this skill does and WHEN an agent should reach for it. This is the host's activation signal, so be…
git:20260615.59b72de · audit A · 66 stars