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 commands/kanevry/session-orchestrator/evolvegit clone --depth 1 https://github.com/Kanevry/session-orchestratorWhat 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 | $0.00007 | $0.00144 |
| Opus 5 | $0.00003 | $0.00072 |
| Sonnet 5 | $0.00001 | $0.00029 |
| Haiku 4.5 | $0.00001 | $0.00014 |
Grade A, and why
evolve 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 2d 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.
What it actually says
/evolve
Use the Session Orchestrator command definition at commands/evolve.md.
Arguments: $ARGUMENTS
Read that command file and follow it exactly. When it references $ARGUMENTS, substitute the arguments above. Keep all Session Orchestrator platform fallbacks intact.
Cursor has no Skill tool. When the command says to invoke a skill, Read skills/<skill-name>/SKILL.md and follow it. Supporting files (soul.md, phase docs) live in that same skills/<skill-name>/ directory.
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.
- 2d ago First seen · 15 lines · 0 tokens per session scan A ce95639c084c
evolve is a command published in the GitHub repository Kanevry/session-orchestrator (49 stars, last pushed 4d ago), licensed MIT. It adds 7 tokens to every session and 144 once invoked, about $0.0000 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 commands, from other repositories
harness-improvement
Update Kandev harness files from session learnings or explicit cross-platform harness requests.
learn
Capture a correction as a durable learning in the holocron (SQLite). Survives compaction, loads on session start, matched against future prompts.
recall
Search the holocron (SQLite + FTS5) for relevant past learnings. Returns top matches ranked by bm25.
output
Generate output artifacts from active wiki content — summaries, reports, study guides, slide outlines, timelines, glossaries, comparisons. Outputs are filed back into the wiki.
speckit.tasks
Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.
audit-quiz-coverage
Find quiz coverage gaps from recent guide/CHANGELOG/CC-releases changes and propose new questions.