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/adilkalam/orca/self-improvegit clone --depth 1 https://github.com/adilkalam/orcaWhat 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 | $0.00450 |
| Opus 5 | $0.00003 | $0.00225 |
| Sonnet 5 | $0.00001 | $0.00090 |
| Haiku 4.5 | $0.00001 | $0.00045 |
Grade A, and why
self-improve 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
/self-improve - Workshop Memory Stats (OS 7.1)
Display statistics about the Workshop persistent memory system.
Usage
/self-improve # Show memory stats
/self-improve --recent # Show recent entries
/self-improve --domain ios # Filter by domain
Show Stats
Display counts of Workshop memory entries:
# Typed counts read directly from workshop.db (accurate).
# NOTE: save_standard persists as type 'gotcha'; there is no separate 'standard' type.
DB=.claude/memory/workshop.db
echo "Decisions: $(sqlite3 "$DB" "SELECT COUNT(*) FROM entries WHERE type='decision';" 2>/dev/null)"
echo "Standards: $(sqlite3 "$DB" "SELECT COUNT(*) FROM entries WHERE type='gotcha';" 2>/dev/null)"
echo "Notes: $(sqlite3 "$DB" "SELECT COUNT(*) FROM entries WHERE type='note';" 2>/dev/null)"
echo "Preferences: $(sqlite3 "$DB" "SELECT COUNT(*) FROM entries WHERE type='preference';" 2>/dev/null)"
Output format:
## Workshop Memory Stats
| Type | Count |
|------|-------|
| Decisions | 42 |
| Standards | 18 |
| Task History | 156 |
Recent Activity
If --recent flag is set:
workshop --workspace .claude/memory recent
Domain Filter
If --domain flag is set:
workshop --workspace .claude/memory search "$DOMAIN" --limit 20
See Also
- /project-memory - the command that wraps the Workshop CLI (status/why/decide/gotcha/search)
- /audit - Creates standards from audit findings
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 · 78 lines · 7 tokens per session scan A 51eb278a71b3
self-improve is a command published in the GitHub repository adilkalam/orca (2 stars, last pushed 1mo ago), licensed MIT. It adds 7 tokens to every session and 450 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 2026-08-31.
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