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/gh33k/session-plugin/quicknpx skills add gh33k/session-plugin --skill quickgit clone --depth 1 https://github.com/gh33k/session-pluginWhat 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 | $0.00009 | $0.00986 |
| Opus 5 | $0.00005 | $0.00493 |
| Sonnet 5 | $0.00002 | $0.00197 |
| Haiku 4.5 | $0.00001 | $0.00099 |
Grade A, and why
quick 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 yesterday.
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 — 194 lines — stays where its author put it; the contents beside it link to each section on GitHub.
session:quick
Start a lightweight session for quick, ad-hoc tasks. Minimal context loading, no session file ceremony, quick summary on completion.
When to Use
- Small one-off tasks that don't warrant a full session
- Quick fixes or tweaks
- Simple questions about the codebase
- Fast research or lookups
- Tasks expected to take < 15 minutes
Instructions
When the user runs /session:quick [task], perform these steps:
1. Verify Project Structure
Check if session workflow has been initialized:
ls -d .project 2>/dev/null
If .project/ does not exist:
- Proceed anyway - quick sessions don't require full setup
- Just note: "No .project/ found, proceeding with minimal context"
2. Load Minimal Context
Extract only orientation from .project/state.md:
./scripts/extract-state.sh summary 2>/dev/null
This provides current focus and blocker count in one line.
Do not load full files unless specifically needed for the task.
3. Acknowledge Task
If a task was provided as an argument:
Quick session: {task}
Current focus: {from state.md Active Focus, or "unknown"}
Starting...
If no task was provided, ask:
Quick session mode. What do you need?
4. Execute Task
Work on the task directly:
- Keep it focused and efficient
- Don't create session files
- Don't do extensive context loading
- Ask clarifying questions only if essential
5. Quick Summary on Completion
When the task is complete, provide a brief summary:
Done!
What was done:
- {brief bullet points}
Files changed:
- {list any modified files, or "none"}
6. Optional State Update
If the quick task resulted in a significant change or decision:
Ask: "Should I note this in .project/state.md?"
If yes, add a brief entry to the "Recent Decisions" section:
- [Brief decision]: [One-line rationale] (quick session)
Do not update Active Focus or other sections for quick tasks.
What Quick Sessions Skip
- No session file creation in
.context/sessions/ - No formal goal setting
- No extensive context loading
- No task status updates in beads (unless explicitly requested)
- No formal session end process
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.
- yesterday First seen · 194 lines · 9 tokens per session scan A 9edb2c755ea8
quick is a skill published in the GitHub repository gh33k/session-plugin (2 stars, last pushed 7mo ago), licensed MIT. It adds 9 tokens to every session and 986 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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