Fuzzing dictionary

SkillFiles & storage

Lets your agent build and apply fuzzing dictionaries so a fuzzer generates the keywords, magic bytes, and tokens a target expects.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Fuzzing dictionary skill

About this capability

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.

What this skill tells your AI

The instructions your AI receives, as published by outlinedriven/odin-claude-plugin in plugins/odin-fuzzing/skills/fuzzing-dictionary/SKILL.md and read by ahel’s review.

Contract

FieldBound contract
TriggerUser needs a focused dictionary for a parser, protocol, or file format whose coverage stalls at fixed tokens.
AuthorityReversible local: writes only the named local dictionary file, the fuzzer campaign configuration, and transient short-campaign corpus or crash artifacts under a single output directory; rollback is deleting the dictionary file, reverting the configuration flag, and removing the short-campaign output directory. No remote mutation.
Side effectFuzzer dictionary file, campaign configuration, and transient short-campaign corpus or crash artifacts.
DoneThe dictionary parses in the selected fuzzer and its tokens correspond to target validation or parsing gates.

Not for

  • Patching the system under test to bypass obstacles: use fuzzing-obstacles.
  • Coverage measurement or plateau analysis: use fuzzing-coverage-analysis.
  • Remote, credential, publish, deploy, or irreversible changes.

Inputs

Required: the target source, specification, header files, or binary to extract tokens from; the selected fuzzer (libFuzzer, AFL++, or cargo-fuzz). Optional: an existing corpus, known boundary values, and the target's -max_len or equivalent input-length limit.

Procedure

  1. Bound scope: name the single dictionary file path and the single fuzzer configuration flag to set. Do not edit source, harness, or corpus files. Done when: the dictionary path and config flag are named.
  2. Identify the fixed tokens the target compares against: keywords, magic bytes, protocol commands, chunk types, format delimiters, and boundary values. Read them from the target source, header files, specification, or strings of the binary. Done when: fixed tokens are extracted from the target.
  3. Write the dictionary file with one entry per line. Use "token" for bare strings, kw="value" for named entries, # for comments, \\ for backslash, \" for embedded quotes, and \xXX hex escapes for non-printable bytes. Done when: the dictionary file is written with correct syntax.
  4. Keep the dictionary focused. Deduplicate with sort -u. Drop full sentences and prose; keep atomic tokens. Done when: the dictionary has deduplicated atomic entries.
  5. Wire the dictionary into the selected fuzzer with its flag: libFuzzer -dict=./dictionary.dict, AFL++ -x ./dictionary.dict, cargo-fuzz -- -dict=./dictionary.dict. Confirm the fuzzer loads the file without a parse error. Done when: the fuzzer loads the dictionary without error.
  6. Validate effectiveness: confirm the tokens reach the target's validation or parsing gates rather than being filtered before them. Run a short campaign with and without the dictionary to observe whether the tokens reach the gates. If a token is longer than the fuzzer's max input length, shorten it or raise the limit. Done when: the dictionary parses in the selected fuzzer and its tokens correspond to target validation or parsing gates.

Failure and recovery

  • Dictionary parse error: the fuzzer reports a syntax or path error. Fix unescaped quotes, invalid \xXX escapes, or the file path; re-run the load check.
  • Tokens do not correspond to target gates: re-extract from the target source or binary rather than guessing; replace irrelevant entries.
  • Oversized dictionary: an excessive number of entries slows the fuzzer and dilutes useful tokens. Prune to the most relevant entries.
  • Entries ignored: a token exceeds -max_len. Shorten the entry or raise the limit.
  • Partial result: keep only entries that load and correspond to a gate; discard the rest.
  • Non-mutation rule: on any failure, delete the dictionary file and revert the configuration flag before retrying; never leave a broken dictionary wired into the campaign.

Output

A fuzzer-parseable dictionary file plus the single fuzzer configuration flag set to load it, with confirmation that the tokens correspond to target validation or parsing gates.

Signals

GitHub stars
35
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
fuzzing-dictionary
Source
github.com/outlinedriven/odin-claude-plugin