outline-driven-development

In the author's own words, from each skill's SKILL.md — showing the first 30 of 657 files.

• abi-and-calling-conventions

  Use when explaining System V AMD64, ARM AAPCS, RISC-V psABI, stack frames, variadic calls, or FFI register rules. Not for the Rust FFI binding layer: use rust-ffi.

  .devin/skills/abi-and-calling-conventions/SKILL.md on GitHub (opens in a new tab)

• abstract-well

  Use when the user wants to classify abstractions as useful, bad, or busy and keep one shallow level. Not for tasks requiring source or remote-system changes.

  .devin/skills/abstract-well/SKILL.md on GitHub (opens in a new tab)

• adc-dac-baremetal

  Use when configuring ADC sampling time, DMA-driven ADC, calibration, or DAC channel setup on bare-metal MCUs. Not for the DMA stream itself: use dma-baremetal.

  .devin/skills/adc-dac-baremetal/SKILL.md on GitHub (opens in a new tab)

• af-xdp

  Use when creating AF_XDP sockets, configuring UMEM and XSK rings, writing an XDP redirect program, or choosing copy versus zero-copy mode. Not for full kernel bypass: use dpdk.

  .devin/skills/af-xdp/SKILL.md on GitHub (opens in a new tab)

• agent-environment-retrospective

  Use when a completed session needs an agent-environment retrospective. Not for an engineering retrospective from telemetry: use engineering-retrospective.

  .devin/skills/agent-environment-retrospective/SKILL.md on GitHub (opens in a new tab)

• agent-surface-forge

  Use when asked to audit or repair agent surfaces (plugins, agents, skills, CLAUDE.md/AGENTS.md, docs, prompts, commands, hooks) or improve one skill at depth. Not for agent grading: use skill-doctor.

  .devin/skills/agent-surface-forge/SKILL.md on GitHub (opens in a new tab)

• agent-transcript

  Use when a redacted, trimmed agent transcript must be appended to a GitHub PR or issue body, with human approval and preview. Not for automated or model-initiated insertion.

  .devin/skills/agent-transcript/SKILL.md on GitHub (opens in a new tab)

• agents-md

  Use when a repo needs agent setup, AGENTS.md added or made lean, CLAUDE.md audited, or agent instructions scored or pruned. Not for remote, credential, publish, deploy, or irreversible changes.

  .devin/skills/agents-md/SKILL.md on GitHub (opens in a new tab)

• ai-collab-protocols

  Use when the user describes an AI workflow gap or uses an ambiguous cross-session reference such as 'the PR Bob mentioned'. Not for tasks that require source or remote-system changes.

  .devin/skills/ai-collab-protocols/SKILL.md on GitHub (opens in a new tab)

• analysis-artifacts

  Use when the user requests a deep dive, exploratory analysis, or data analysis on BigQuery. Not for credential, publish, deploy, or irreversible changes.

  .devin/skills/analysis-artifacts/SKILL.md on GitHub (opens in a new tab)

• api-and-interface-design

  Use when asked to design or change a public API, route, CLI flag, or module boundary. Not for remote, credential, publish, deploy, or irreversible changes.

  .devin/skills/api-and-interface-design/SKILL.md on GitHub (opens in a new tab)

• append-run-log

  Use when a completed agent run must be recorded as durable, queryable evidence. Not for remote, credential, publish, deploy, or irreversible changes.

  .devin/skills/append-run-log/SKILL.md on GitHub (opens in a new tab)

• apple-silicon

  Use when tuning or profiling native code on Apple M-series Macs: unified memory, 16 KiB pages, Accelerate and Metal for matrix work, xctrace and leaks, Rosetta 2, or sysctl hardware queries.

  .devin/skills/apple-silicon/SKILL.md on GitHub (opens in a new tab)

• architect

  Use when non-trivial code needs a design, codebase design or architecture needs improving, or one module needs targeted interface narrowing, seams, or testability. Not for diagrams, deploy, or irreversible changes.

  .devin/skills/architect/SKILL.md on GitHub (opens in a new tab)

• arm-sve

  Use when writing or porting AArch64 SIMD to SVE or SVE2: arm_sve.h intrinsics, predicates, vector-length-agnostic loops, auto-vectorization, or SVE registers in GDB. Not for NEON: use simd-intrinsics.

  .devin/skills/arm-sve/SKILL.md on GitHub (opens in a new tab)

• articulate

  Use when the user knows what they mean but cannot express it completely or clearly. Not for discovery, ideation, or style-only editing: use unslop for style.

  .devin/skills/articulate/SKILL.md on GitHub (opens in a new tab)

• artifact-arena

  Use when asked to run /artifact-arena to generate and judge competing artifact implementations. Not for remote, credential, publish, deploy, or irreversible changes.

  .devin/skills/artifact-arena/SKILL.md on GitHub (opens in a new tab)

• askme

  Use when eliciting intent/scope/referents or gating long/bundled/high-stakes/hard-to-undo work: exhaustive/collaborative/adversarial/gate/batch/interview/scan/proposal. Not for one fork: use decide.

  .devin/skills/askme/SKILL.md on GitHub (opens in a new tab)

• assembly-arm

  Use when reading or writing AArch64 or AArch32 Thumb assembly, inline asm in C, AAPCS64 register roles, or NEON and SVE vector code. Not for ABI detail across ISAs: use abi-and-calling-conventions.

  .devin/skills/assembly-arm/SKILL.md on GitHub (opens in a new tab)

• assembly-riscv

  Use when reading or writing RV32/RV64 assembly, inline asm in C, the RISC-V psABI, IMAFD extension naming, compressed instructions, or QEMU RISC-V debugging.

  .devin/skills/assembly-riscv/SKILL.md on GitHub (opens in a new tab)

• assembly-x86

  Use when reading GCC or Clang x86-64 assembly, writing inline asm, decoding AT&T syntax, or applying System V AMD64 register rules. Not for SIMD intrinsic selection: use simd-intrinsics.

  .devin/skills/assembly-x86/SKILL.md on GitHub (opens in a new tab)

• ast-grep

  Use when asked to run AST-based structural search, lint, or rewrite of code when regex is too fragile. Not for remote, credential, publish, deploy, or irreversible changes.

  .devin/skills/ast-grep/SKILL.md on GitHub (opens in a new tab)

• atheris

  Use when a user needs to run coverage-guided fuzzing with Atheris against Python code or a Python native extension. Not for remote, credential, publish, deploy, or irreversible changes.

  .devin/skills/atheris/SKILL.md on GitHub (opens in a new tab)

• atomic-issues-prs

  Use when the user says "atomic PRs" or requests one issue or PR per logical change. Don't use for single-change pushes or uncommitted change-sets.

  .devin/skills/atomic-issues-prs/SKILL.md on GitHub (opens in a new tab)

• attack-shape

  Use when the user wants adversarial stress-testing of a proposed architecture, structure, or shape. Not for tasks that require source or remote-system changes.

  .devin/skills/attack-shape/SKILL.md on GitHub (opens in a new tab)

• audit-loop-scaffold

  Use when loop scaffold files have drifted from their provenance-pinned templates. Not for remote, credential, publish, deploy, or irreversible changes.

  .devin/skills/audit-loop-scaffold/SKILL.md on GitHub (opens in a new tab)

• audit-project

  Use when the user says "audit my code", "find all the bugs", "review until clean", or "grill my changes". Not for remote, credential, or irreversible changes.

  .devin/skills/audit-project/SKILL.md on GitHub (opens in a new tab)

• autolearn

  Use when a verified non-trivial fix lands or existing solution docs need refresh. Not for unverified fixes.

  .devin/skills/autolearn/SKILL.md on GitHub (opens in a new tab)

• automate-me

  Use when asked to create or refresh a personal mode skill and open a reviewable PR. Not for shared repo skills or work that skips human approval.

  .devin/skills/automate-me/SKILL.md on GitHub (opens in a new tab)

• automatic-cybernetic-flow-design

  Use when the user wants a cybernetic flow design document for an interactive system. Not for implementing or deploying the system.

  .devin/skills/automatic-cybernetic-flow-design/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

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