Outline Driven Development

Use when skill or knowledge activation is unreliable, or setup reaches activation reliability. Not for remote, credential, publish, deploy, or irreversible changes.

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Use when a non-trivial change lands or is abandoned and its decision, rejected alternatives, and reason must be captured. Not for trivial or corrective changes: those belong in CHANGELOG.

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Use when departing knowledge must enter project topic files through a narration-first interview. Not for remote, credential, publish, deploy, or irreversible changes.

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Use when contradictions, revisit conditions, or duplicates appear in knowledge entries. Not for remote, credential, publish, deploy, or irreversible changes.

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Use when an existing repository needs its unexplained rationale recovered into topic files. Don't use for remote, credential, publish, deploy, or irreversible changes.

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Use when the user asks to sanitize memory for sharing, redact PII, or scan memory for credentials. Not for auditing memory: use memory-clean.

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Use when a human invokes triage on a new configured Slack issue report. Not for triaging reports from other channels or posting more than one verdict.

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Use when enrolling a project in OSS-Fuzz, running its helper workflow locally, or reproducing an OSS-Fuzz report. Not for remote, credential, publish, deploy, or irreversible changes.

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Use when asked to commit and push a feature branch, with or without a pull request. Its no-PR mode publishes without a PR. Not for a PR body alone: use create-pull-request.

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Use when the user asks to fix P0s, address critical issues, or work on priorities from the weekly product briefing. Don't use for non-P0 issues or local bug fixes.

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Use when initializing, running, measuring coverage, or triaging a cargo-fuzz target in a Rust crate. Not for remote, credential, publish, deploy, or irreversible changes.

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Use when a user needs to measure fuzz corpus coverage, explain a coverage plateau, or turn uncovered regions into campaign work. Not for harness creation: use fuzz-harness-writing.

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Use when a parser, protocol, or file format fuzzer stalls at fixed-token validation gates and needs a coverage dictionary. Not for patching the SUT: use fuzzing-obstacles.

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Use when asked to identify and bypass checksums, nondeterminism, or validation barriers that block fuzzing coverage. Not for dictionary creation: use fuzzing-dictionary. Local writes only.

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Use when planning an end-to-end fuzzing program for a project: engine and target selection, corpus management, and CI or nightly wiring. Not for harness design: use fuzz-harness-writing. Not for engine operation or triage: use libfuzzer. Not for sanitizer flag reference: use sanitizers.

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Use when a LibAFL fuzzer needs an executor, observer, feedback, mutator, scheduler, or objective composed around a target. Not for remote, credential, publish, deploy, or irreversible changes.

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Use when asked to build, run, or triage a coverage-guided C/C++ fuzz campaign on the libFuzzer or AFL++ engine. Not for harness design: use fuzz-harness-writing.

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Use when the user wants to batch-close resolved or outdated tracker items. The agent never closes tracker items itself. Not for individual closure or items still under active work.

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Use when asked to set up and run coverage-guided fuzzing of Ruby code or C extensions with Ruzzy, producing crash reports or clean campaign summaries. Not for C/C++ fuzzing: use libfuzzer or libfuzzer.

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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.

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Use when a human explicitly asks to commit and push to the checked-out branch, including directly to the default branch, with no branch creation and no pull request. Not for a feature branch off the default: use commit-push-pr in its no-PR mode.

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Use when asked to create or update a PR, revise its description, or link issue references to its body. Not for multi-PR stacks: use gate-and-merge. Not for releases: use git-workflow-and-versioning.

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Use when implementation is complete, the test suite is green, and an integration decision is needed for a development branch or worktree. Not for failing tests or starting new work.

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Use when a scheduled or watcher tick requests a repository-health pass. Not for source, label, merge, or close mutation.

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