What is devrecall CLAUDE.md?

Project instructions for DevRecall, a local developer-activity tool that gathers work information from sources such as Git, Slack, calendars, Jira, and Linear. It describes the Go codebase, local storage, integrations, and testing expectations.

Use them when modifying DevRecall’s command-line app, local API, data collectors, search, authentication, or AI features.

They give an coding agent the project context and rules needed to make changes without guessing how the repository works or where data is handled.

How pavelpilyak/devrecall configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to pavelpilyak/devrecall. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/pavelpilyak/devrecall/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/pavelpilyak/devrecall

Made for: Claude Code.

Wrote 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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/pavelpilyak/devrecall/claude-md/github.svg)](https://agentmods.dev/instructions/pavelpilyak/devrecall/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/pavelpilyak/devrecall/claude-md"><img src="https://agentmods.dev/badge/instructions/pavelpilyak/devrecall/claude-md/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/pavelpilyak/devrecall/claude-md"><img src="https://agentmods.dev/badge/instructions/pavelpilyak/devrecall/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 1,350 This file is loaded in full into every session.

When invoked 1,350 The same file — it is already loaded in full.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

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	$0.01350	$0.01350
Opus 5.5	$0.00540	$0.00540
Sonnet 5.5	$0.00270	$0.00270
Haiku 4.5	$0.00135	$0.00135

Measured 2mo ago against content hash 9ac3c7c6e70f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

devrecall CLAUDE.md 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.

CLAUDE.md · 91 lines

How it starts

The opening of the file, as written. The whole thing — 91 lines — stays where its author put it; the contents beside it link to each section on GitHub.

DevRecall

On-device developer activity aggregator — generates AI-powered standups, perf reviews, and work memory from Git, Slack, Calendar, Jira, and Linear. All data stays local.

Tech Stack

Language: Go
Database: SQLite (WAL mode, FTS5 for search)
CLI framework: cobra
LLM: Ollama (local) + BYOK (OpenAI/Anthropic)
Embeddings: all-MiniLM-L6-v2 via ONNX (bundled)

Project Structure

cmd/devrecall/          CLI entrypoint
internal/
  agent/                Chat agent loop + read-only tool catalogue (agent/tools/)
  api/                  Local HTTP API (localhost:3725) for desktop app + integrations
  auth/                 OAuth flows + token storage (keychain/file-based)
  chat/                 Interactive chat REPL with conversation memory
  collector/            Source integrations
    collector.go        Collector interface
    git/                Git log parsing
    github/ gitlab/ bitbucket/   PRs, reviews, issues, comments
    slack/              Slack API
    calendar/           Google Calendar API
    jira/ confluence/   Atlassian (shared token)
    linear/             Linear GraphQL API
    notion/             Notion pages (internal integration token)
    claudecode/         Claude Code sessions from local ~/.claude transcripts
    ticketlink/         Ticket-key extraction from commit/PR text
    ratelimit/          Shared HTTP rate limiting
  config/               App configuration (~/.devrecall/config.json)
  daemon/               Background sync daemon (launchd)
  embedding/            Vector embeddings (ONNX bundled, Ollama, OpenAI)
  enrich/               LLM enrichment of activities (tags, summaries)
  identity/             Cross-source identity resolution (email-based)
  llm/                  LLM provider abstraction (Ollama, OpenAI, Anthropic)
  mcp/                  MCP server (stdio) exposing the agent tool catalogue
  pipeline/             Post-sync passes: work-item linking, enrichment, embedding
  privacy/              Redaction / privacy filters
  storage/              SQLite layer — activities, FTS5, sqlite-vec, hybrid retrieval
                        (hybrid.go fuses FTS5 + vector via Reciprocal Rank Fusion)
  summarizer/           LLM-powered summary generation (standup, weekly, brag, perf review)
  update/               Self-update + release checks (GitHub) and kill-switch manifest
  workitem/             Work-item grouping across sources (ticket-keyed)
pkg/models/             Shared domain types (Activity, Identity, Summary)
relay/                  Cloudflare Worker — OAuth callback relay (TypeScript)

Read the full file on GitHub · 91 lines

Changes

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 · 91 lines · 1,350 tokens per session scan A 9ac3c7c6e70f

Subscribe to this mod's changes

devrecall CLAUDE.md is an instructions file published in the GitHub repository pavelpilyak/devrecall (5 stars, last pushed 1mo ago), licensed MIT. It adds 1,350 tokens to every session, about $0.0054 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 2026-08-31.

Analytics and metrics

devrecall CLAUDE.md next to 6 instructions from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
devrecall CLAUDE.mdpavelpilyak/devrecall	Instructions file	5	1mo ago	MIT	A	1,350	Claude Code
vscode buildNext.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	9,719	GitHub Copilot
next.js AGENTS.mdvercel/next.js	Instructions file	143k	yesterday	MIT	A	7,461	Codex, OpenCode
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vscode oss-third-party-notices.instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	5,516	GitHub Copilot
vscode copilot-instructions.mdmicrosoft/vscode	Instructions file	195k	yesterday	MIT	A	3,093	GitHub Copilot
deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness	Instructions file	274k	2d ago	MIT	A	4,313	Codex, OpenCode

devrecall: Instructions file for Claude Code