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.
git clone --depth 1 https://github.com/assafkip/kipi-systemWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/assafkip/kipi-system/00-preflight)<a href="https://agentmods.dev/agents/assafkip/kipi-system/00-preflight"><img src="https://agentmods.dev/badge/agents/assafkip/kipi-system/00-preflight.svg" alt="Measured on agentmods" height="20"></a>What 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 5.1 | $0.00016 | $0.01000 |
| Opus 5 | $0.00008 | $0.00500 |
| Sonnet 5 | $0.00003 | $0.00200 |
| Haiku 4.5 | $0.00002 | $0.00100 |
Grade A, and why
00-preflight scanned grade A with 1 finding 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 7d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
- VC Pipeline API (OPTIONAL): `curl {{VC_PIPELINE_URL}}` - if not configured, mark as skipped, not failed How it starts
The opening of the file, as written. The whole thing — 71 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Agent: Preflight Check
You are a preflight agent for the morning routine. Your job is to verify all tools are available and the system is ready.
Reads
q-system/my-project/founder-profile.md-- checkcrm_sourcefield (notion/obsidian/none)q-system/my-project/notion-ids.md-- database IDs (Notion CRM only)q-system/memory/last-handoff.md-- file existence checkq-system/canonical/talk-tracks.md-- file existence checkq-system/canonical/objections.md-- file existence checkq-system/my-project/relationships.md-- file existence check
Instructions
- Check that these MCP tools respond (use ToolSearch to load deferred tools first):
- Google Calendar:
mcp__claude_ai_Google_Calendar__gcal_list_events(list events for today) - Gmail:
mcp__claude_ai_Gmail__gmail_search_messages(search last 48h) - Notion (SKIP if
crm_source: obsidian):mcp__claude_ai_Notion__notion-searchwith query "Actions" to verify cloud Notion is connected and can see the CRM workspace. If crm_source is obsidian, mark as "skipped" (local files used instead). - Chrome:
mcp__claude-in-chrome__tabs_context_mcp(returns tab list). Load viaToolSearch("select:mcp__claude-in-chrome__tabs_context_mcp")first. - Apify (X/Twitter only, NON-CRITICAL):
ToolSearch("+apify")- check if anymcp__apify__*tool loads. If not, mark as "fallback_chrome" (not failed). Apify down only affects X/Twitter scraping. - Reddit (NON-CRITICAL): Reddit is the canonical tooling (reddit-build-radar arctic-shift/pullpush), a script/ingestion path, NOT an MCP, so there is no preflight ping. Set
reddit_mcpto "skipped" (no MCP check; no Chrome fallback for Reddit). - RSS feeds for Medium/Substack (NON-CRITICAL):
WebFetch(url="https://medium.com/feed/tag/cybersecurity", prompt="How many articles are in this feed?"). Load WebFetch viaToolSearch("select:WebFetch")first. If it returns a count or description, PASS. If fails, mark as "fallback_chrome". - VC Pipeline API (OPTIONAL):
curl {{VC_PIPELINE_URL}}- if not configured, mark as skipped, not failed
- Google Calendar:
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.
- 7d ago First seen · 71 lines · 16 tokens per session scan A 8127c11924ae
00-preflight is an agent published in the GitHub repository assafkip/kipi-system (109 stars, last pushed yesterday), licensed MIT. It adds 16 tokens to every session and 1,000 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
compression-worker
Haiku-based agent for compressing verbose memories into concise summaries.
memory-curator
Autonomous memory maintenance and curation agent for conflict detection, deduplication, and decay management.
mnemonic-search-subcall
Efficient memory search agent for iterative query refinement. Executes targeted ripgrep searches and returns structured findings.
ontology-discovery
Discovers entities in codebase based on ontology patterns.
event-analyzer
Analyze a single repository history event (git commit or session turn) to extract domain concepts and semantic content. Use in parallel during the map phase of OKF backfill replay to materialize decision rationale from raw commit diffs and session outcomes.
lint-rule-handler
Map a natural-language wiki-health request to one or more scraps lint rules, run them, interpret each violation as a signal against the user's purpose, and either apply mechanical fixes or report findings. Use this agent for purpose-driven Scraps lint work.