Borrowing it
Nothing to install: this file belongs to pogorelov-labs/flipper-ble-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/pogorelov-labs/flipper-ble-mcp/main/.claude/commands/flipper-learn.mdgit clone --depth 1 https://github.com/pogorelov-labs/flipper-ble-mcpWrote 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/commands/pogorelov-labs/flipper-ble-mcp/flipper-learn)<a href="https://agentmods.dev/commands/pogorelov-labs/flipper-ble-mcp/flipper-learn"><img src="https://agentmods.dev/badge/commands/pogorelov-labs/flipper-ble-mcp/flipper-learn/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/commands/pogorelov-labs/flipper-ble-mcp/flipper-learn"><img src="https://agentmods.dev/badge/commands/pogorelov-labs/flipper-ble-mcp/flipper-learn.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00019 | $0.00862 |
| Opus 5.5 | $0.00008 | $0.00345 |
| Sonnet 5.5 | $0.00004 | $0.00172 |
| Haiku 4.5 | $0.00002 | $0.00086 |
Grade A, and why
flipper-learn 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 2mo 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
You are running the CAPTURE step of the Flipper operating loop — turning what just happened in this
session into durable, re-discoverable KB knowledge so the next run is faster. Work in this repo's KB and
follow its house style (CLAUDE.md). Optional focus hint from the user: $ARGUMENTS
Do this in order; think before writing:
-
Decide if there's anything worth capturing. Scan what this session actually did/learned: a verified workflow, a menu path, a file/log format, a transport quirk, a non-obvious gotcha, a
(verify)you confirmed or newly doubt. If nothing is durable (pure chatter, or all already in the KB), say so and stop — don't manufacture filler. Never capture secrets (card UIDs/keys, EMV PANs, handshakes, credentials) — redact or omit. -
Find the home. Search first:
grep -rl "^domain: <d>" .,uc-index.jsonfor the use case, and the relevant*/README.mdhub. Prefer updating the closest existing doc over creating a near-duplicate. Only create a new doc when the learning is genuinely its own topic. -
Write it KB-style. New or updated doc must have: full ordered frontmatter (title, domain, type, status, summary ≤120 chars, hardware, use_cases, related, tags, last_verified — never omit a key,
[]for empty) → a> **TL;DR —**blockquote → free-form##body →## Open questions / to research→## Sources. Use the skeleton in.claude/skills/flipper/references/capture-template.md. Setlast_verifiedto today. Append(verify)to volatile facts (firmware versions, prices, availability); resolve any(verify)flag this session actually confirmed (and link the doc that confirmed it). -
Cross-link both ways. Add
related:entries in the new doc and in the docs it relates to; add it to the domain hub/README map so it's reachable by browsing, not just by search. An orphan doc is a lost doc. -
Classify SEED vs LOCAL (
.claude/skills/flipper/references/kb-map.md):- General / reusable (capability, method, gotcha, format anyone with the kit would hit) → commit into the SEED tree in place.
- Owner/rig-specific (your exact app inventory, personal setup, private targets) → put under
kb-local/(the gitignored overlay), not the seed tree. - If a
kb-local/learning later proves general, promote it: generalize, move into SEED, and flag it for a PR back upstream ("gold").
-
Rebuild the generated maps. Run
python3 build-kb-index.py. Verify the new/updated doc appears inllms.txt, inuc-index.jsonunder its UC(s), and in the README index. Never hand-edit those generated files. -
Report. Summarize: what was captured, where it lives (path + SEED/LOCAL), which
(verify)flags moved, what cross-links/hub entries were added, and any "gold" worth a PR. Note follow-ups in the doc's## Open questionsso the next session has a head start.
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.
- 2mo ago First seen · 46 lines · 19 tokens per session scan A 6c642540fced
flipper-learn is a command published in the GitHub repository pogorelov-labs/flipper-ble-mcp (1 stars, last pushed 4mo ago), licensed MIT. It adds 19 tokens to every session and 862 once invoked, about $0.0001 per session on Opus 5.5. 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 2026-09-01.
flipper-learn compared with commands from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| flipper-learnpogorelov-labs/flipper-ble-mcp | Command | 1 | 4mo ago | MIT | A | 19 | Claude Code |
| sound-performance-live-mixfrankxai/Starlight-Intelligence-System | Command | 10 | yesterday | MIT | A | 58 | Claude Code |
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| learnReflexioAI/claude-smart | Command | 791 | 3d ago | Apache-2.0 | A | 14 | Claude Code |
| tapeoutrjwalters/kicad-tools | Command | 73 | yesterday | MIT | A | 0 | Claude Code |
| eol-reportWYRE-AI/msp-claude-plugins | Command | 52 | yesterday | Apache-2.0 | A | 28 | Claude Code |
| analyze-contextRohiRIK/OpenLtm | Command | 29 | 8d ago | MIT | A | 39 | Claude Code |