- New persistent interactive session (app/src/repl.rs), launched when run with no args:
banner, model selection, API-key config (/key) or subscription (/sub), then a live
session to set /target, /repo, /auth, and free-text /focus instructions (or just type
them) that STEER which agents run and how.
- Slash-commands: /model /providers /key /sub /target /repo /auth /focus /mcp /votes
/agents /show /run /quit (+ bare text = focus).
- RunConfig gains `instructions` and `auth`:
* instructions bias both LLM agent-selection and the heuristic (focus keywords →
injection/access-control/etc. agents get a strong boost)
* operator directives (focus + auth) injected into recon and exploit prompts so agents
test as an authenticated user and prioritise the requested vuln classes
- bump 3.4.1 → 3.5.0 (CLI, harness, reports, credits)
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
- Task-based model ROUTER (recon/select prefer a fast model; exploit prefers primary; validate uses a different model than the finder)
- ReAct doctrine injected into exploit prompts (Thought→Action→Observation, token-efficient)
- Dedup: unique agents per run + findings deduped by CWE/endpoint/title (highest confidence kept)
- Token economy: recon blob capped for selector + per-agent context
- Configurable MCP: merge user mcp.servers.json into the pipeline's .mcp.json
- +54 white-box/code-analysis agents (NoSQLi, LDAP/XPath, JWT-none, Java/.NET/PHP/Go/Node/Python
specifics, SSTI, ReDoS, deserialization, etc.) → 303 agents total (78 code)
- Credits: Joas A Santos & Red Team Leaders (CLI banner, interactive header, HTML+Typst report)
- README: GitHub stars/forks badges, 60-second quick start, full API config steps, intuitive layout
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Root cause of empty results: models emit findings with confidence as a string
('High') or cvss as a number, but the Finding struct typed confidence as f64, so
serde failed the ENTIRE array on any mismatch -> 0 findings every run.
extract_findings now parses into serde_json::Value and coerces each field
(string/number/word), normalizes severity, and accepts qualitative confidence
(High->0.9 etc). Verified live: whitebox on a vulnerable sample now yields
validated findings (IDOR confirmed by vote).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
The 'recon failed (claude subscription CLI failed: )' was a transient CLI failure
(rate limit / cold start) reported with a blank message and no retry.
- chat_cli: on non-zero exit, surface exit code + stdout (CLI writes the real
reason there, not stderr); treat empty output as an error
- pool.one(): retry up to 3x with backoff for transient failures (both
subscription and API paths)
- with_auth: cap concurrency to 3 on the subscription path — spawning many
parallel CLI processes itself trips provider rate limits
Verified: live subscription run recovers and completes recon → select → exploit
→ vote → artifacts.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
CyberSecurityUP